All papers By lab
By lab
The companies, universities and labs behind the papers, with the most papers first. A lab shows here when Hugging Face, the paper's code or its authors' listed institutions name it, so it grows every day.
LLMs & Language Models 10 Audio, Speech & Music 7
AeroZoo: A Benchmark of Well-Posed Flow Problems for Foundation Models of Aerodynamics Nov 12 Lara Mini Base: Language Diversity as a Resource, Not a Trade-off Nov 12 Kezek: Splitting Mono Two-Person Conversations into Per-Speaker Tracks for Full-Duplex Dialogue Data Nov 12
See all 29 papers →
LLMs & Language Models 7 RLHF & Alignment 4
HyPLM Technical Report Nov 9 HyInv Technical Report Nov 9 Do Recommenders Need to Think in Words? Latent Reasoning for Efficient LLM-Based Recommendation Nov 5
See all 21 papers →
Other ML 7 LLMs & Language Models 6
Few-Step Streaming Video Generation via Condition Shifting Nov 10 Tools Need Not Speak in Text: Latent Context Compression for Agents Nov 3 MKD2World: A Typed Spatial MarkDown World Model For Web Agents Nov 4
See all 20 papers →
LLMs & Language Models 4 Efficient AI & Edge 3
Experience-Handoff Reinforcement Learning for Recursive Self-Improvement Nov 12 Don't Just Trust Your Memory: Evidence-Linked Memory Reduces Memory-Induced Degradation in LLM Agents Nov 10 EDGAR: Efficient Diffusion-Driven Gaussian Avatar Refinement via Synthetic Failure Nov 5
See all 19 papers →
LLMs & Language Models 7 Other ML 5
Actor, Judge, or Teacher? Understanding Decision Models in Long-Horizon Agents Nov 12 AutoVend: Benchmarking LLM Agents on Long-Horizon Autonomous Vending Operations Oct 27 SplatAnything: Gaussian Spacing Normalization for Feed-forward 3DGS across Arbitrary Scenes Nov 5
See all 19 papers →
LLMs & Language Models 10 Other ML 3
Is Your Robot's Memory Just a Clock? Temporal Shortcuts in Memory-Augmented VLA Policies Nov 10 Predictive Surprise as Self-Grounding Concept Bottleneck for Interpretable Time Series Nov 6 HiVe-Mem: Interleaving Horizontal Memory Expansion and Vertical Evidence Composition for Multimodal Agents Nov 8
See all 19 papers →
Reasoning & Agents 6 LLMs & Language Models 3
SWAM: Scaling World Action Models with Cross-Modal Alignment Nov 8 Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training Nov 2 3DGS-VBench+ and 3DGSV-Assessor: A Multi-Dimensional Subjective Benchmark and a Reference-Flexible Objective Model for 3D Gaussian Splatting Video Quality Assessment Nov 3
See all 18 papers →
LLMs & Language Models 5 Multimodal AI 3
RF3DGS: Reflection-Free 3D Gaussian Splatting with Self-Priors Nov 10 ProQuant: Progressive Quantization-aware Training for Edge MLLMs Nov 5 AttnSR: Attention Step Reward for Long-Horizon Agentic RL Nov 5
See all 16 papers →
Reasoning & Agents 5 LLMs & Language Models 4
EgoX: Egocentric Cross-Embodiment Manipulation with Embodiment Dreaming Nov 12 "PRISM" Is Not All You Need: Cross-Topic Name Collisions and Scientific Paper Retrieval Oct 31 Random Is Almost Enough? Stable and Low-Cost Benchmark Compression via BestRand Oct 30
See all 15 papers →
LLMs & Language Models 7 Other ML 3
MCPHallu: Benchmarking Reasoning, Execution, and Memory Hallucinations in MCP Agents Nov 5 Guidance Is a Field, Not a Scalar: Interval-Integrated Classifier-Free Guidance for One-Step Video Generation Nov 5 Softmax Attention with Any Temperature in Fixed Dimension: Matching the Best Known Maximum-Inner-Product Bounds Nov 4
See all 15 papers →
Reasoning & Agents 3 Computer Vision 2
Beneath the Surface: What We Overlook When We Talk About Agent Evolution Nov 4 ElecLoad: Adaptive Electricity Load Forecasting Guided by Multiple Events Nov 4 Sekai: Incremental Event Memory for Generalized Reasoning Video Segmentation Nov 4
See all 14 papers →
Reasoning & Agents 5 LLMs & Language Models 4
SIRIS: Can LLMs Tell When Simulation Errors Matter in AI-Driven Systems Research Nov 5 HarnessFlow: MCTS-Guided Harness Optimization for LLM Agents Nov 4 WebHarbor: Docking Real Websites for Evolving GUI Agent Environments Nov 2
See all 14 papers →
LLMs & Language Models 5 Other ML 3
SO-Arena: Benchmarking the Capability Spectrum and Reliability of System One Models Nov 11 Learning to Act with World Models by Valuing What Comes Next Nov 9 Conformal Prediction for Distribution-to-Distribution Regression Nov 4
See all 13 papers →
Generative AI & Diffusion 3 Computer Vision 2
UniSpark: Exploring Hybrid Attention for Multimodal Understanding and Generation Nov 12 Duo: A Reciprocal World Model for Full-Duplex Interaction Nov 11 ZoomGain: Mining Global-to-Zoom Perception Gaps for Fine-Grained Visual Supervision Nov 10
See all 12 papers →
LLMs & Language Models 3 Reasoning & Agents 3
Do Multi-Turn Conversational Capabilities Carry Over from Text to Speech? A Parallel Multilingual Benchmark Nov 3 Prism: Bidirectional Self-Teaching for Unified Multimodal Models Nov 4 Diagnosis by Composition: Detecting and Localizing Unseen Diseases by Composing Learned Radiological Findings Nov 3
See all 12 papers →
LLMs & Language Models 3 Reasoning & Agents 3
Using Experience Twice: Dynamic Process Rubrics for Privileged Token-Level Credit Assignment Nov 4 EvoOPD: Evolving Privileged Information Strategies for Black-Box On-Policy Distillation Nov 4 Learning When to Think Aloud in Latent Reasoning Nov 4
See all 12 papers →
Computer Vision 4 Generative AI & Diffusion 2
TTB: Test-time Baking for Efficient Rendering of Decoder-only View Synthesis Models Nov 12 BirdDreams: Joint Perspective and BEV Video Generation for a Plausible, Reactive Driving World Model Nov 10 CPU-ARC: Agentic Reasoning Caching for on-CPU Reasoning Reuse Nov 5
See all 11 papers →
Efficient AI & Edge 2 ML Theory & Optimization 2
GTAGym: Real AAA Game Tasks Environment for Evaluation and Reinforcement Learning Nov 9 CANDO: Conservative Action-Noise Directional Optimization for Residual Reinforcement Learning Nov 3 DecoupAttn: Decoupled Sparse Attention for Training-Free Acceleration of Video Diffusion Nov 4
See all 9 papers →
LLMs & Language Models 4 RLHF & Alignment
MMDM: Measuring Massive Multitask Decision Making Nov 10 LibriSpeech-Real-QA: A Benchmark for Streaming Question Answering Nov 4 CUA-Master: Scaling Computer-use Agents through Open-World Recursive Improvements Nov 2
See all 8 papers →
LLMs & Language Models 6 AI for Science & Healthcare
Sage-Taiyi: A Metacognitive Architecture for Scientific Discovery Nov 9 UPSHIFT: User Preference Steering from Human-AI Interaction Feedback Traces Nov 2 How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Call Traces Oct 30
See all 8 papers →
LLMs & Language Models 3 Efficient AI & Edge
Reframe: Observation-Aligned Multi-Teacher On-Policy Distillation for Agentic Visual Reasoning Nov 9 ConvPE: Convolutional Position Embedding Improves Transformers Nov 5 Understanding the Out-of-Distribution Generalization of Chain-of-Thought Reasoning in LLMs Nov 4
See all 8 papers →
Reasoning & Agents 4 Generative AI & Diffusion
Blind Variation, Selective Retention: Improving Creative Idea Generation in AI Scientists Nov 9 Benchmarks as Software: Terminal-Bench and the Case for Continuous Benchmarks Nov 5 Agnostic Learning by Imitating Nov 3
See all 8 papers →
LLMs & Language Models 4 Reasoning & Agents 2
TandemBench: Benchmarking Decision Models for Multi-Agent Collaboration Nov 4 HARP: Training-Free Dual-Profile Agentic Communication for LLM-Based Recommendation Nov 3 As Expected? Efficient LLM Planning via Expectation-Observation Consistency Verification Nov 2
See all 8 papers →
LLMs & Language Models 3 Generative AI & Diffusion 2
Evolving Infra: Agent-Adaptive LLM Serving at Scale Nov 8 AlgoPilot: Cross-Paradigm Reasoning in Language Models via Strategy Selection and Guidance Nov 2 End-to-End Guarantees for Masked Diffusion Models under Conditional Mixing Oct 29
See all 7 papers →
LLMs & Language Models 4 Generative AI & Diffusion
Where Does Alignment Emerge and What Does It Mean? A Closer Look at the Platonic Representation Hypothesis Nov 9 A Bayesian Framework for Safe Optimal Control of Unknown Systems from Input-Output Data Nov 2 Certifying Graph Neural Networks Against Label and Structure Poisoning Nov 2
See all 7 papers →
LLMs & Language Models 3 Efficient AI & Edge
EmoHarness: Boosting Multimodal Emotion Understanding with Meta-Harness Evolving Nov 8 OpenFrontiers: A Collection of Open Research Problems and a Benchmark for Scientific Rediscovery Oct 26 Autonomous agents for electricity-system planning Nov 4
See all 7 papers →
LLMs & Language Models 3 Reasoning & Agents 3
Do Multimodal Models Decide Consistently on Equivalent Optical Spectra? Oct 29 Humanized but Still True? Auditing Facts and Detection in AI-Text Humanizers Oct 29 Mechanistic Interpretability Needs a Logic of Inference Nov 10
See all 7 papers →
LLMs & Language Models 2 RLHF & Alignment
The Narrative Gap: Can LLMs Help Us Navigate Diverse Narratives Across Languages? Nov 8 Subliminal Learning in Vision-Language Models Nov 3 Multimodal Hierarchical Mixture-of-Experts for 3D Medical Vision-Language Modeling Nov 5
See all 7 papers →
LLMs & Language Models 4 Generative AI & Diffusion
Horizon-Scalable Q-Learning Nov 6 MOMASPLAT: Dynamic Novel-View Demonstration Augmentation for Mobile Manipulation Nov 5 TSFM Meets LLM: Context as Covariates Nov 3
See all 6 papers →
LLMs & Language Models 2 RLHF & Alignment
LegalEvolver: Agentic Legal Judgment Prediction via Rubric-Guided Self-Evolution Nov 4 ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents Nov 3 CoworkOS:Scaling Agent Coworkers for Real-world Automation Nov 2
See all 6 papers →
LLMs & Language Models 2 Computer Vision
SphereFlow: Missing Modality Imputation via Geometric Transport on Hypersphere Nov 3 Self-Privileged Fine-Tuning Nov 3 Lab2Sim: Turning Real-World Experiment Videos into Interactive Virtual Experiments Nov 2
See all 6 papers →
LLMs & Language Models 2 RLHF & Alignment
TAQ-MOTR: Tracking-Aware Detection Query Formation for End-to-End Multiple Object Tracking Nov 3 VagueBench: Benchmarking the Robustness of Embodied Agents on Ambient Context Illusions Nov 2 BLPO: Beyond-Local Policy Optimization for Long-Horizon LLM Agents Nov 2
See all 6 papers →
LLMs & Language Models 2 Computer Vision
Beyond Token Representations: Explicit Visual Object Grounding for Video Reasoning Segmentation Nov 3 DSRS: Teaching MLLMs to Perceive, Reason, and Segment in Complex Driving Scenes Nov 4 TactiNavi: Serving and Revising an LLM Game Coach with Explicit Strategy Conditions Nov 3
See all 6 papers →
Efficient AI & Edge 2 LLMs & Language Models 2
Neural Image Compression with Internal-External Prior Fusion and Alignment Nov 5 Modulating Merging Strengths via Joint Loss Estimation for LoRA-based Continual Learning Nov 3 Behavioral Affinity Transduction for Zero-Shot Vision-Language Classification Nov 2
See all 6 papers →
LLMs & Language Models 3 Generative AI & Diffusion
Zero-Shot Coordination among LLM Agents Nov 4 Replicability, Reproducibility, and Robustness in Political and Social Science Research with Large Language Models Nov 4 From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence Nov 3
See all 5 papers →
LLMs & Language Models 3 Efficient AI & Edge
VABAR: A Variational Automation Benchmark for Agentic Robotics Nov 4 SpecPilot: Autonomous Algorithm Discovery and Systems Optimization for Speculative Decoding Nov 2 GeoGuesser Bench: Benchmarking Vision-Language Agents on Interactive Geolocation Nov 2
See all 5 papers →
LLMs & Language Models 3 Efficient AI & Edge
ReproBridge: Building Reproducibility into ML Research Artifacts Nov 5 Muir: Linear Attention with Sensitivity-Allocated Gating and Matched-Filter Readout Nov 5 A prospective randomized study of patient-centered AI for clinical visit preparation Oct 30
See all 5 papers →
LLMs & Language Models 2 Efficient AI & Edge
OneTrans-GSR: A Generative Slate Ranking Paradigm Unifying Reranking and Mix-Ranking with One Autoregressive Transformer Nov 2 Hierarchical Residuals: A Minimalist Decoupling of Residual Width from Compute Width Oct 30 SAE Interprets MoE: Sparse AutoEncoders Reveal That MoE Experts Exhibit Human-Interpretable Fine-Grained Specialization Nov 5
See all 5 papers →
LLMs & Language Models 3 ML Theory & Optimization
Unbundling Multimodal Vision Encoding Nov 12 Large Language Models as Digital Twins: a Distribution-Aware Questionnaire-Based Evaluation Nov 12 e-means: outperforming k-means (in one-tenth the epochs) Nov 5
See all 5 papers →
LLMs & Language Models 3 Generative AI & Diffusion
Computational Explanations of Semantic Universals Nov 11 Cultural Adaptation within Repeated Social Interactions Nov 5 Frozen in Time: How a Physics Foundation Model Forgets Under Sim-to-Real Adaptation Oct 29
See all 5 papers →
Efficient AI & Edge 2 RLHF & Alignment
Axis-LoRA: Probing and Adapting Embedding Models for Personal-Memory Retrieval Nov 5 HeLM: Hierarchical Explicit Language Memory for Non-Markovian Manipulation Nov 2 LoopVQ: Sub 1-bit KV Cache Quantization for Looped Transformers Nov 3
See all 5 papers →
Reasoning & Agents 3 LLMs & Language Models 2
Beyond Instruction Override: Benchmarking Indirect Prompt Injection with Task-Tampering Attacks Nov 5 $D^2$-OPD: Separating Direction and Distance in Extrapolative On-Policy Distillation Nov 4 Chronos-2: A foundation model for multivariate time series forecasting Oct 30
See all 5 papers →
RLHF & Alignment 2 Generative AI & Diffusion
Evidence-Guided Recovery for AI Agents with Ambiguous Tool Outcomes and Partial Execution Oct 29 A Novel Conditional Adversarial Diffusion Model for High-Fidelity OCT-to-OCT Image Translation and Precise Anti-VEGF Therapy Response Prediction in Diabetic Macular Edema Nov 2 Axion 1.0: Open Agent Foundation Models, Simplified Nov 2
See all 5 papers →
Computer Vision Efficient AI & Edge
Consensus Capture in Reference-Based UAV Video Stabilization: A Benchmark on Dynamic Urban Scenes Nov 12 Mixed Signals: Weight-Space Programming for EEG and ECG Nov 10 Library of Layers (LoL): Adaptively Ordering Transformer Layers at Runtime Nov 2
See all 5 papers →
LLMs & Language Models 2 Multimodal AI
FinForesight: A Diagnostic Backtesting Benchmark for Deep Research Systems in Financial Forecasting Oct 31 Why Tabular Foundation Models Excel on Relational Data They Have Never Seen Nov 2 A Novel Federated Learning Framework for Defending Against Gradient Inversion Attacks Nov 2
See all 5 papers →
RLHF & Alignment Computer Vision
CMDiff: Left Atrial Scar Segmentation from 3D LGE MRI Using Conditional Mask Diffusion Model: A Feasibility Study Nov 5 Dynamic Optimistic Constrained OCO with Memory via Delay Equivalence Nov 5 TouchéWorld tech report : Towards Online Unified Camera--Hand Exploration in Generative Worlds Nov 4
See all 5 papers →
LLMs & Language Models 2 Computer Vision
Self-Supervised Learning of Universal Latent Spaces for Operator Learning Nov 3 Multi-Objective Generative Optimization via Expected Hypervolume Fine-Tuning Nov 3 ART of PIV: Agentic Real-Time Particle Image Velocimetry for Active Flow Control Oct 30
See all 5 papers →
LLMs & Language Models 2 Computer Vision
Where and Why is Grounded Reasoning Useful? Nov 5 XStack: A Benchmark for ML Repo Migration Nov 5 Procedural Adversarial Learning Nov 4
See all 5 papers →
Computer Vision 2 LLMs & Language Models
Meta$^2$: Precomputing Reusable Knowledge for Online Harness Evolution in Long-Horizon Agents Nov 3 MotorSense: A Video-EMG Dataset of Motoric Representations for Action Understanding Oct 30 Grounding Multimodal Reasoning with Evidence-Ablated Negatives Oct 29
See all 5 papers →
Computer Vision LLMs & Language Models
Scaling Neural Motor Decoding via Decoupled Behavioral Pretraining Nov 5 Statistical Foundations of Reinforcement Learning: A Non-Asymptotic Perspective Oct 30 PathCowork: Learning from real-world pathology practice to build AI copilots Oct 29
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Reasoning & Agents 2 Generative AI & Diffusion
PhysLoop: Harnessing LLMs' Physics Awareness for Self-Improving Video Generation Models Nov 12 Learning the Task or Learning the Verifier? Rethinking Criteria Exposure in Embodied Self-Improvement Nov 4 PyRUA-DataFarm: LLM Agent as a Cost-Efficient Teleoperator for Real-Ready Robot Data Nov 3
See all 4 papers →
LLMs & Language Models 2 Computer Vision
G-STAR: Group-Scaled Token Capacity for Deeply Compressed Autoregressive Generation Nov 7 dNaViT: Discrete Codes are General-Purpose Visual Representations Nov 9 Efficient Hybrid Distillation: Synergizing Score and Adversarial Objectives for One-Step Diffusion Nov 2
See all 4 papers →
Computer Vision LLMs & Language Models
Infrathon: Benchmarking Language Agents for Real-World, Long-Horizon AI Infra Optimization Nov 8 D&A: Decoupling Description and Assessment Enables VLMs as Zero-Shot Robotic Reward Models Nov 2 Beyond Region Memory: Local Point Tracking for Vocal Cord Localization in Video Laryngoscopy Oct 28
See all 4 papers →
LLMs & Language Models 2 Other ML
Analyzing Condensation on Patterned Surfaces via Deep Learning Oct 29 Training language models in simulation for psychiatric intake Oct 29 Factorized Representations of Concurrent Temporal Variables in Pretrained Language Models Oct 29
See all 4 papers →
LLMs & Language Models 2 Multimodal AI
Uncertainty-Aware Hybrid Offline Reinforcement Learning with Online Action Selection Enabled by Sparse Gaussian-Process Critics Nov 10 RM-VLM: From Natural-Language Task Descriptions to Vision-Grounded Reward Machines Nov 5 Do sEMG Foundation Models Improve Cross-Subject Generalisation? Nov 5
See all 4 papers →
LLMs & Language Models 2 Computer Vision
ChanSFormer: A Channel Agnostic Vision Transformer for Multi-Channel Cell Painting Images Nov 4 COSMIO: A Benchmark for Cross-Survey Modality Imputation Nov 3 AtomTree: A Hierarchical Framework for State-Aware Embodied Instruction Following with LLMs Oct 28
See all 4 papers →
Computer Vision 2 Generative AI & Diffusion 2
Stochastic Deep Supervision for Gallery-Consistent Early-Exit Face Recognition Nov 1 IDPrior: Decoupling Identity Generation from Facial Image Synthesis Nov 5 Hard Sample-Conditioned Decorrelated Attention for Robust Face Recognition Oct 30
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LLMs & Language Models 2 Audio, Speech & Music
Length Is Cheap, Competition Is Not: Attention Predicts Context Rot in Retrieval Nov 2 TAPE: Learning General Audio Effect Representations Oct 29 Optimal Neural Estimation for High-Dimensional Nonparametric Regression under Multisource Covariate Shift Oct 29
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LLMs & Language Models 2 RLHF & Alignment
SafeStart: Mitigating the Overlooked Safety Cost of Active Expert Reduction in MoE LLM Serving Nov 4 Say the Same, Act Differently: Diagnosing and Steering Text-Action Divergence in Reasoning VLAs Nov 3 C-GRPO: Conformal Group Relative Policy Optimization Nov 3
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LLMs & Language Models 3 Generative AI & Diffusion
La-JEPA: Compact Robot Policies with Latent World Modeling Nov 5 Q-CamTuning: A Multimodal Large Language Model for Fine-Grained Quality Reasoning in Livestreaming Camera Tuning Nov 2 Trainable Vector Quantization for Large Language Models Oct 30
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RLHF & Alignment 2 LLMs & Language Models
PRIME: Predictive Routing of Interventions by Modeling Effects for Scientific Ideation Nov 2 Discovering Jailbreaks via Curriculum of Models Oct 28 Elucidating the Design Space of LM Data Attribution Oct 29
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RLHF & Alignment Generative AI & Diffusion
Turns Matter: Advancing Streaming Video RL via Turn-Level Credit Nov 4 PDRVLA: A Vision-Language-Action Model with Physical Dynamics Representations Oct 27 Editing Images into Reusable Layers via Compositional Edit-Prior Distillation Oct 16
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LLMs & Language Models 2 Computer Vision
LowRAM: Low-Rank Keys and Amortised Values for Composable KV Cache Compression at Test-Time Nov 4 iMED: A Multi-Endoscope Dataset for Surgical 3D Perception Nov 3 Can Large Language Model Agents Learn by Watching Tutorial Videos? Oct 31
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LLMs & Language Models 3
What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents? Nov 4 AskStream: When and What to Ask Proactively under Uncertainty in Streaming Video Understanding Oct 28 CoSTA: Compressed Speech Token Adaptation for Efficient Spoken Dialogue Models Oct 14
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LLMs & Language Models 2 Reasoning & Agents
Entropogram-guided Visual Realignment Decoding: Capturing the Rhythm of Multimodal Reasoning Nov 4 TRIO: Task Refinement with Individual Optimization for Retrieval-Augmented Generation Nov 1 VideoMemBench: How Well Do MLLMs Remember in Video Conversations? Nov 2
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Generative AI & Diffusion 2 LLMs & Language Models
MoviEdit: Long-form Multi-Shot Video Editing Made Easy Nov 2 EditAgent: Rethinking Agentic Image Editing Oct 29 SliderEdit++: Improved Slider Trajectories in Instruction-Based Image Editing Oct 13
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LLMs & Language Models 3
Are Dense Rewards Worth Their Tokens in GRPO? Nov 10 LEANGUARD: Lean-Verified Guardrails for Tool-Using Agents Nov 1 Cord: Confidence-Anchored Order Residual Decoding for Masked Diffusion Language Models Oct 29
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LLMs & Language Models Other ML
NightIQA: A Comprehensive Dataset and Benchmark for MLLM-Based Nighttime Image Quality Assessment Nov 3 Learned Smartphone ISP on Mobile GPUs: Mobile AI 2026 Challenge Report Nov 3 When Requirements Interact: Scaling Long-Horizon Coding via Interdependent Specifications Oct 28
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RLHF & Alignment Other ML
On-Policy Self-Distillation with Teacher Evolution Oct 27 COGS: A Diagnostic Benchmark for Attribute-Aware Object-Level 3D Gaussian Splatting Perception Oct 29 PIVOT: Progressive Intervention via Online Teacher Correction Oct 29
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RLHF & Alignment Audio, Speech & Music
EvoGuard: Mitigating Degradation in Online Skill Evolution Nov 4 VeriSpoof: Beyond Real or Fake with One Audio LLM Nov 2 Towards Multi-Value Alignment via Value Localization in LLMs Nov 2
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RLHF & Alignment Computer Vision
Learning to evolve by matching velocities Oct 30 DenseTwins: Dense Modality Decoupling for Multimodal Self-Supervision Nov 3 Reinforcement learning for control of partial differential equations Oct 29
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Generative AI & Diffusion LLMs & Language Models
SynthFaces: Balanced Large Scale Human Dataset Oct 28 Beyond Foundation Models: PFN Priors Improve Tabular Hyperparameter Optimization Nov 3 Numerical Integration on Bounded Domains via Learned Reflected Diffusions Oct 29
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LLMs & Language Models Other ML
Energy-Tweedie: Score meets Score, Energy meets Energy Nov 6 MedGraph: Maintaining Patient State with Graph Memory for Long-Term Medical Dialogue Nov 5 DistDebug-Bench: Can LLM Agents Diagnose Bugs in Distributed Systems? Nov 2
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LLMs & Language Models 2 Computer Vision
StrataFlux: Memory-Hierarchy-Native Low-Bit LLM Inference Nov 5 Stop Handcrafting Your Engine! GenDB-V: Towards AI-Generated and Formally Verified Database Systems Nov 2 Micro-Edits: Computational Support for Fine-Scale Edits in Film Oct 29
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Efficient AI & Edge LLMs & Language Models
Simple Meta-Learning for HPO and CASH Using Performance Representations Nov 5 DeepWeave: Weaving Neural and Symbolic Evidence for ML-Based Network Intrusion Detection System Oct 30 Uncertainty-aware Feedback Loop Diagnosis: integrating reinforcement learning and conformal prediction for reliable wafer defect classification Oct 29
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LLMs & Language Models 3
The Cost of Mismatch: Noise Amplification in Zeroth-Order Reinforcement Learning Nov 2 MoETok: Sparse Expert Routing for 1D Visual Tokenizers Oct 30 Cross-Encoder Anchor Refinement for Zero-Shot Anomaly Detection Oct 29
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Multimodal AI 3
MotoVerse: A Benchmark for Predictive Perception of Motorized Two-Wheelers in Dense Unstructured Traffic Nov 4 What do MLLMs know about 'Waldo'? Evaluating Visual Reasoning under Multi-Instance Multi-Object Challenges Oct 28 CrossWeave: Cross-Modal Scene and Instance Retrieval from Sparse 2D-3D Alignment Oct 29
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RLHF & Alignment Efficient AI & Edge
Spectral and Subspace Dynamics of LoRA in Supervised Fine-Tuning and Reinforcement Learning Nov 5 PolicyIK: High-Precision Inverse Kinematics for Robot Arms with Reinforcement Learning Nov 3 Framework-Conditional Open Materials Generation Oct 29
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LLMs & Language Models ML Theory & Optimization
Tilted Convexity and an Exact Offline-Online Separation Nov 2 Mechanistic Interpretability for End-to-End Self-Driving Oct 30 GraphNIAH: A Benchmark for Long-Context Reasoning over Real-World Graphs Oct 30
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Computer Vision Other ML
AVID: A 5T fMRI Dataset for Benchmarking Auditory-induced Visual Mental Imagery Decoding Nov 2 Harvesting SWE Benchmarks from Wild Vibe Coding Sessions Nov 2 CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building Oct 30
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Computer Vision Efficient AI & Edge
LIRA: A More Interpretable Dynamic Loss-Informed Rank Allocation for Low-Rank Adaptation Nov 3 MambaHand: Local Identity and Behavioral Sequence Learning with Mamba for Dynamic Hand Gesture Authentication Nov 3 Uncertainty-Aware Prototype Learning for Open-Set Test-Time Adaptation Nov 3
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Generative AI & Diffusion ML Theory & Optimization
Reinforcing End-to-End Autonomous Driving Safety via Negative-Aware Planning in a Unified World-Action Model Nov 5 Variance Reduction for Decentralized Stochastic Optimization with Multiple Local Updates Oct 30 Beyond Trial-and-Error: A Geospatial-Guided Active Reasoning Framework for Robust Aerial Vision-and-Language Navigation Oct 30
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LLMs & Language Models 2 Other ML
The Geometry of Ignorance: Detecting Suppressed Knowledge in LLMs through Activation Fragmentation Nov 3 Continual Classification Beyond the Kernel Regime: Harnessing the Sparsity Bias of L2 Regularization in Diagonal Linear Networks Nov 4 Ramanujan Challenge Results: AI-Assisted Evaluation Pipeline for Multi-Format Proofs Oct 29
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Computer Vision LLMs & Language Models
Concertina: Embodying Manipulation and Cognition in One Diffusion Vision-Language Model Nov 5 TraceRouter++: Causal Semantic Routing Realignment via Optimal Transport Nov 3 MetaRefine: Score Refinement with Multi-Level Features for Image Assessment Oct 29
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Efficient AI & Edge Generative AI & Diffusion
ReTailor: A Residual Feature Tailoring Framework for Real-Time Cross-Sensor Pansharpening Adaptation Nov 4 TOP: Transmission-Oriented Remote Sensing Pansharpening Nov 4 UniRA: Unified Representation Alignment and Auto-Encoding for Efficient Diffusion Generation Oct 29
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Multimodal AI 2 Reasoning & Agents
A Systematic Benchmark for Evaluating Multimodal Personalized Reasoning of Vision-Language Models Nov 4 Attention Maps Know When to Think: Training-Free Difficulty-Aware Chain-of-Thought for Reasoning Segmentation Oct 30 GRIT: Gradient Masking for Visually Misgrounded Tokens in Text-Rich Reasoning Oct 30
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Computer Vision Efficient AI & Edge
Semantic Residual Vector Quantization for Sign Language Generation Nov 4 Classical training of conditional instantaneous quantum polynomial-time Born machines Nov 3 Hierarchical Step Decomposition for Training-free Online Video Step Grounding Oct 29
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LLMs & Language Models 2 Efficient AI & Edge
FedIA: Instance-Aware Cross-Modal Representations for Federated Prompt Learning Nov 4 Dexterous Robotic Hands in the Foundation-Model Era: A Full-Stack Survey of Hardware, Data, Cross-Embodiment Transfer, Learning, and Evaluation Nov 4 On the Fundamental Limits of Prefill-Based Decoding Length Prediction Oct 29
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Audio, Speech & Music Reasoning & Agents
Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models Nov 3 R^2Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play within a Skill-Internalization Loop Oct 21
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LLMs & Language Models Other ML
One Table, Many Queries: Benchmarking Generalist Tabular Models Across Generation, Imputation, and Prediction Nov 7 Decoupled Predictive Decision Making: A Shared Conditional Predictor for Agents Oct 31
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Computer Vision Generative AI & Diffusion
From Pixels to Actions - Towards Native Vision-Language-Action Policies Nov 4 Probing Spatial State Representations in Visual Foundation Models Oct 29
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Generative AI & Diffusion Other ML
P^2-MOPD: Accelerating Multi-Teacher On-Policy Distillation via Parameter Priors Nov 2 StepX-OPD: Rethinking Multi-Teacher On-Policy Distillation in Diffusion Models Nov 2
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RLHF & Alignment Reasoning & Agents
PCBRouteAgent: How Close Are LLM Agents to Becoming PCB Routing Engineers? Nov 5 DeFT-RAG: Decomposing Multi-Hop Questions into Self-Contained Sub-Questions with Reusable Answers Oct 29
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Reasoning & Agents 2
WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training Oct 26 RealCLI: Toward a Unified Evaluation of Human-Agent Collaboration for CLI Agents Oct 14
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Computer Vision Other ML
GameVerse: A Minute-Scale Gameplay Dataset for Long-Horizon Interactive World Modeling Oct 30 StreamDuo: A Live Commentator and a Research Agent for Unseen Games Oct 30
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Generative AI & Diffusion LLMs & Language Models
LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis Nov 4 Utility-Aware Generative Recommendation: Utility-Enriched Semantic Codes and Utility-Guided Decoding Nov 2
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LLMs & Language Models 2
On the Design of Hyper-Connections: Simplification, Stability, and Scalability Nov 3 DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction Nov 1
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LLMs & Language Models Other ML
Ropedia Xperience 2: A Gold Standard for Scaling Physical AI Environments and Behaviors Nov 12 Ropedia W0: Scaling Loco-Manipulation World Models across Embodiments with Human Experience Oct 18
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LLMs & Language Models Reasoning & Agents
FINCOSMOS: An Open-World Evaluation Paradigm for Agents in Finance Nov 4 LLMs Don't Know What They Know: Benchmarking Temporal Self-Knowledge for Financial Backtesting Nov 3
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LLMs & Language Models Other ML
Factored One-sided Adam-Moment for Practical and Scalable SOAP Nov 12 No Channels Left Behind: Understanding Diffusion Acceleration through Residual Gates Oct 29
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LLMs & Language Models ML Theory & Optimization
On the Opportunities and Challenges of Prefill-to-Autoregressive Cross-Model Transfer Nov 4 Macrocanonical Generator Networks: Data-Efficient Neural Surrogates for Amortized Physics Simulation Nov 3
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Computer Vision LLMs & Language Models
MIMIC-Note-Extract: A Large-Scale Structured Dataset Extracted from MIMIC-IV-Note Discharge Summaries Nov 3 AnchorComplete: Recovering Complete Scene Meshes from Partial Point Clouds Nov 2
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Audio, Speech & Music Efficient AI & Edge
LiveFoley: Dynamic Real-Time Video-to-Audio Generation for Immersive Interactive Worlds Nov 4 Reasoning-Aware Cross-Modal Association Unlearning in Multimodal Large Reasoning Models Nov 4
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RLHF & Alignment Other ML
FAME-QP: A GPU-Accelerated Quadratic-Programming Solver for Real-Time Model Predictive Control Nov 10 From FAIR to AI-FAIR Metadata-First Infrastructure for AI-Enabled Science Nov 2
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LLMs & Language Models Other ML
Towards Real-Time Full-Waveform LiDAR Transformers via Intensity-Guided Token Reduction and Physics-Aware Augmentation Nov 5 STARE: Scene Text-Aware multimodal Retrieval for Everyday objects Nov 4
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LLMs & Language Models Reasoning & Agents
LEASH: Stay Safe in Agentic Robotics Nov 10 Auditable Belief Updates as a Missing Safety Layer for LLM-Powered Multi-Agent Systems Oct 28
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LLMs & Language Models 2
CogBattery: Human-Referenced Evaluation of Cognitive Task Behavior and Structure in Language Models Oct 29 WMIP: A Working-Memory-Inspired Programmable Probe of Cumulative State Tracking in Large Language Models Oct 29
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Generative AI & Diffusion Other ML
GaussianRenderFormer: Transformer-based Rendering of 3D Gaussian Splats Nov 3 Difficulty Calibration Across Time for Membership Inference in Diffusion Models Oct 29
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Computer Vision Generative AI & Diffusion
TaoMate-FVSR:Audio-Guided Facial Video Restoration Nov 2 TaoMate-HD: Progressive-Resolution Autoregressive Audio-Video Generation Nov 1
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Generative AI & Diffusion LLMs & Language Models
CARTBench: Rubric-Based Evaluation of Shopping Advice for Complex and Ambiguous Requests with Timelines Nov 3 DeCoRL: Decomposed Consistency Reinforcement Learning for Multi-Image Composition Oct 29
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Multimodal AI 2
Prompt2Echo (P2Echo): Text-Prompted Multi-View Echocardiography Segmentation with One Model Nov 10 Every Pixel Is an Option: A System One Model for Medical Ultrasound Biometry Nov 1
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Efficient AI & Edge Reasoning & Agents
Anomaly-ranked confirmation slows new-class learning Nov 2 rTaste: Do Research Agents Have Taste? Evaluating Early Stage Research Judgment Oct 29
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Computer Vision LLMs & Language Models
Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching Nov 5 CoDecide: Content-Adaptive Video Decoding for High-Throughput Video Analytics Nov 4
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LLMs & Language Models Other ML
Prune Gradually, Adapt Sparsely: Efficient Pruning of Large Language Models at Extreme Sparsity Oct 30 Uncertainty-aware Coarse-to-Fine Main Pancreatic Duct Segmentation for Width Measurement in 3D MRCP Oct 29
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AI for Science & Healthcare LLMs & Language Models
PaddleMaterials: An End-to-End Deep Learning Toolkit for Materials Science Nov 2 SCARL: Sequence Confidence-Aligned Reinforcement Learning Oct 29
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LLMs & Language Models 2
Discovering hierarchical governing equations for community-structured complex network dynamics with LLM agents Nov 2 When Safety Checks Become Privacy Risks: A Privacy-Preserving Paradigm for LLM Agent Safety Auditing Oct 30
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LLMs & Language Models Reasoning & Agents
ImplicitHop: Evaluating knowledge integration across context and memory Oct 30 Explore Where It Matters: Targeted Exploration for Efficient Rover Adaptation Oct 28
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Audio, Speech & Music Reasoning & Agents
From Transcription to Reformulation: Defining and Benchmarking Grounded Generative Speech Recognition Oct 30 Ask on Demand: Targeted Peer Communication for Parallel Agentic Systems Oct 30
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LLMs & Language Models Multimodal AI
Binding Paraphrased Instructions to Encountered Objects in sLLM Agents under Partial Observability Nov 5 RI-Prune: Relation and Information Aware Visual Token Pruning for Multi-Image Vision-Language Models Nov 4
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LLMs & Language Models Other ML
Feeling of Knowing in Large Language Models Nov 3 Think Globally, Generate Personally: Multi-View Thinking with Adaptive Generation for Generative Recommendation Nov 2
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Computer Vision LLMs & Language Models
Hybrid Particle-Voxel Dynamics for Multimodal 3D World Simulation Nov 3 Can LLM Agents Improve Imperfect Earth System Model Parameterizations? Nov 2
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Computer Vision Efficient AI & Edge
Unlocking the Potential of Vision Foundation Models for Multi-Task Dense Prediction via Mixture of Task Adapters Nov 2 Spectral Invariant Fusion and Refinement for Domain Generalized Semantic Segmentation Oct 29
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LLMs & Language Models Multimodal AI
LoRe-MIM: Lost-or-Replaced Masked Image Modeling for Self-Supervised Representation Learning in Whole-Body PET/CT Oct 29 A Low-Rank Space Captures Linear Alignment Between LLM and Human Neural Activity During Naturalistic Language Listening Oct 29
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Reasoning & Agents 2
RECAST: REconstruction of Chain-of-Thought via Auditable Structured Traces Oct 30 Compile Away Uncertainty: Self-Evolving Agent Skills via Programmatic Compilation Oct 29
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LLMs & Language Models Multimodal AI
SD-LoRA: Training-Time Structural Distillation into LoRA for Few-Shot Vision-Language Adaptation Nov 4 Batch-Conditioned Semantic Anchors for Robust Transductive Adaptation of Vision--Language Models Nov 4
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LLMs & Language Models 2
Do Language Models Know What Compelling Scientific Evidence Looks Like? Oct 29 Learning to Reason from Reference Samples Alone: Reinforced Adversarial Learning for Modern LLM Post-Training Oct 28
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LLMs & Language Models Multimodal AI
Dr. No: Feature Steering for Abstention in Vision-Language Models Nov 2 RADIOlogy: A Single-Pass Approach to Training-Free Zero-Shot Anomaly Detection Oct 29
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LLMs & Language Models AI Safety & Privacy
Specification-Guided Generation for Large Language Models Oct 30 Communication-Efficient Clustered Federated Learning in Non-IID Wireless Networks Oct 28
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Efficient AI & Edge Generative AI & Diffusion
BudgetSplat: Budget-Controllable Generalizable Gaussian Splatting Nov 4 On-device Detection of Wearer-induced NLOS on Chest-worn UWB Tags: Machine Learning, Link Indicators, or Both? Oct 30
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Other ML Reasoning & Agents
OcTreeMamba: Topology-Aware Mamba for 3D Medical Segmentation via Octree Sparsification Nov 5 Retrieving from Your Own Mistakes: On-Policy Training of Embedding Models for Multi-Hop Retrieval-Augmented Generation Oct 29
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LLMs & Language Models Other ML
Twists and Turns: A Graph-Based Benchmark and Framework for Long-Term Memory in Exploration Tasks Nov 4 Revisiting Over-refusal in Safety-aligned Large Language Models: A Representation and Optimization Perspective Oct 29
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LLMs & Language Models Multimodal AI
Enhancing Medical Lesion Segmentation via Several Simple Modules Oct 30 Aligning Medical Vision Language Models at the Capability Boundary with Entropy Adaptive Rubric Grounding Oct 29
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LLMs & Language Models Other ML
Robustness Verification against Patch Attacks via Group-Lasso Semidefinite Relaxation Nov 3 Collaborative AI agents for autonomous experimental research with solid-state quantum spins Oct 29
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LLMs & Language Models Multimodal AI
Parse Before You Execute: Efficient Spatial Reasoning with Executable Primitives Oct 30 Do Transaction Prices Reflect Visual Preference? A Diagnostic Study with Multimodal Language Models Oct 30
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Computer Vision Other ML
ReVA-HPE: Relative 6DoF Head Pose Estimation with Synthetic Pose Supervision and Personalized Virtual Anchors Nov 2 Leveraging Recourse and Size Bounds for OnlineKnapsack with Removable Items Oct 29
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LLMs & Language Models Reasoning & Agents
SimXAI: A Simple Drop-in Layer Increases Interaction Quality and Understanding in Conversational XAI Oct 30 Decision and System One models in rheumatology: accuracy and calibration on specialty-training examination questions and diagnostic case vignettes Oct 29
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LLMs & Language Models 2
How Far Can Lightweight LLMs Go in Intent-to-SLO Translation? Nov 5 Retrieval Supersedes Scale: Efficient Log Level Prediction via Multiplex Socio-Technical Context Nov 4
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Multimodal AI Reasoning & Agents
Multimodal Prompt Learning with Dual-Granularity Contrastive Alignment for Preoperative Prediction of Lung Adenocarcinoma Invasiveness Using 3D CT Nov 2 Distributional Reward Calibration and Budget-Neutral Credit Assignment for Multimodal RLVR Oct 29
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Generative AI & Diffusion Other ML
ManimCode: Learning Visual Self-Correction for Educational Animation Nov 5 DEG: Diffusion-Enhanced GFlowNet for Solving Vehicle Routing Problems Oct 29
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LLMs & Language Models 2
Timing is Everything: Inferring Temporal Membership in Continually Updated Models Nov 4 Testimony from Timelines: Evidence-Grounded Significance Testing of Temporal Clinical Hypotheses Oct 29
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Computer Vision LLMs & Language Models
FlexReader: Towards Adaptive Decoding Paths for Efficient Arbitrary-Length Scene Text Recognition Oct 30 Rimuru: Unified Memory Management for Modern LLM Serving via Elastic Expert Offloading Oct 29
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Multimodal AI Other ML
Drone-PUR: From Visual Clue Discovery to Understanding and Reasoning in UAV Scenes Oct 29 Regional Anchor Routing for Multi-Object Motion Transfer Oct 29
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Efficient AI & Edge 2
RASP: Read-All, Sparse-Plasticity Continual Learning in a Stationary-Size LoRA Nov 2 BISECT: Bilevel Spectral Decomposition for Low-Rank Continual Learning Nov 2
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LLMs & Language Models 2
Training Specialist LLMs on Your Phone: Forward-Only Optimization via Block-Spectral Coordinates Nov 3 Can Test-Time Memory Evolution Outperform Test-Time Training for Scientific Discovery? Oct 22
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Computer Vision AI Safety & Privacy
Generative AI for urban planning: synthesizing land-use maps with satellite imagery via DualControlNet Nov 4 FedFiOT: Fisher-Weighted Optimal Transport for Model Merging in One-Shot and Few-Round Federated Learning Nov 4
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RLHF & Alignment Other ML
FOCUS: First-Order Control Using Optimal Transport Supervision for Imitation from Observations Oct 30 Gaussian Distillation of Flow Policies Oct 29
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LLMs & Language Models AI Safety & Privacy
Transformer-Based Trajectory Prescription for sEMG-Optimizing Robot-Mediated Rehabilitation Nov 5 Grounded but Not Immune: Confirmation Bias in Agent-as-a-judge Nov 3
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LLMs & Language Models AI Safety & Privacy
AI evaluators favor job applications written by certain AI models, independent of candidate quality Oct 30 Bridging Semantics and Structure: A Theoretically Grounded Framework for Link Prediction on TAGs Oct 29
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Computer Vision Generative AI & Diffusion
MonoLaDN: Language-Guided DeNoising for Monocular 3D Object Detection Nov 4 Quo Vadis, Driving Scene Reconstruction? Occlusion-Aware Gaussian Densification Nov 4
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Generative AI & Diffusion LLMs & Language Models
NextGAN: Towards Simple and Scalable GAN Training for Image and Video Generation Nov 4 ENGINE: Endogenous Variational MultiScale Optimization for Zeroth-Order LLM Fine-Tuning Nov 2
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LLMs & Language Models 2
Deogen: Automatic Benchmark Generation for Reasoning over Policies Oct 28 Statistical Analysis of Synthetic Data with Verification: A Linear Regression Framework Oct 29
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Generative AI & Diffusion Multimodal AI
SMILE: A Structured Multi-Agent Clinical Reasoning for Liver Ultrasound Understanding Nov 2 Accurate MRI-free PET Quantification and Reliability Assessment via CT-to-MRI Synthesis and Conformal Prediction Oct 29
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Generative AI & Diffusion LLMs & Language Models
Investigating the effects of the patch size in Time Series Foundation Models Nov 2 An ODE-based Sampler for Discrete Diffusion Models Oct 29
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Other ML
A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-Improvement Oct 27
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Generative AI & Diffusion
FrameForge: Harnessing Priors of Video Foundation Models for Unified Image Generation Oct 26
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Generative AI & Diffusion
Wave Forcing: Towards Speed-of-Light Streaming Video Generation Oct 30
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LLMs & Language Models
SLA: Scaling Spatial-Language-Action Model via Continual Pre-training Nov 5
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Other ML
Learning Heterogeneous Tactile Representation for General Dexterous Manipulation Nov 9
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Generative AI & Diffusion
Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement Oct 29
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LLMs & Language Models
World In-Context Learning for Agentic Robot Manipulation Nov 9
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LLMs & Language Models
Proving and Improving the Platonic Representation Hypothesis with JEPAs Oct 29
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Generative AI & Diffusion
WorldFoundry: Towards Unified Infrastructure for World Intelligence Nov 7
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Other ML
Toward the Era of Agentic Embodied Intelligence Nov 5
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Reasoning & Agents
FrontierPhysics: Evaluating Agents for End-to-End Physics Research Nov 4
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Generative AI & Diffusion
TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing Nov 4
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Reasoning & Agents
Apriel Voice 27B Preview: An Open Model for Speech, Reasoning, and Tool Use Oct 28
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Other ML
Halley: A Predictive Control Plane for Optical AI Data Center Networks Nov 3
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LLMs & Language Models
NorthCUA Technical Report: Turbocharging Computer-Use Agents through Experience at Scale Oct 31
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Efficient AI & Edge
MACaQ: Fast, Model Agnostic Calibrated Quantization for Low-Precision Weights and Activations Nov 6
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Generative AI & Diffusion
Open Vision Banana: A Fully Open Recipe for Generative Visual Perception Nov 11
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Other ML
PhotoGuider: Composition-Aware Cropping and 360$^{\circ}$ View Framing with Explainable Photographic Assessments Nov 2
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Reasoning & Agents
Embodied First Exam Nov 9
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Audio, Speech & Music
Confucius4-R2T2: A Stable-Prefix Streaming ASR Model for Real Real-Time Transcription Nov 4
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LLMs & Language Models
Follow the Gradient: Tracing Safety Degradation Back to Training Data Oct 26
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Other ML
Order-Only On-Policy Distillation Oct 31
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LLMs & Language Models
IdeaTaste: Do LLMs Share the Research Taste of Human Researchers? Nov 2
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Reasoning & Agents
EvoTeam: Multi-Agent Collaboration via Evolving Teams Oct 29
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Computer Vision
HiFOR: Hierarchical Foresight with Action-Guided World Grounding for Vision-Language-Action Model Oct 28
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Other ML
DexForesight: Grounding Dexterous Policies with Implicit Spatial Foresight Nov 9
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LLMs & Language Models
From Fragmentation to Fusion: A Survey and Roadmap for Omnimodal Embeddings Oct 29
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LLMs & Language Models
Fast and Exact Relative-Position Attention via Structure-Aware Kernels Oct 30
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LLMs & Language Models
Towards Foundation Decision Models: Drex Nov 5
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Other ML
ReLift: Dense 3D Tracking as Lifted Trajectory Repair Oct 30
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Reasoning & Agents
Read Less, Solve More: Token-Efficient Sparse Reading of External Content for AI Agents Nov 6
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LLMs & Language Models
The Surprising Effectiveness of Deleting Weights in LLM Post-Training Nov 6
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Reasoning & Agents
Longtail-SWE: High-Quality SWE Tasks for Underrepresented Languages Nov 6
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Audio, Speech & Music
WaveGen: Truly End-to-End Waveform Generation via Internal Spectral Trajectory Learning Nov 9
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Reasoning & Agents
TAC-CoT: Tool-Empowered Implicit Chain-of-Thought via Interleaving Explicit Tokens Nov 1
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LLMs & Language Models
FLAMIA: FLAsh MIcroscaling Attention for Fast and Causally Safe Training on Blackwell Nov 2
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Generative AI & Diffusion
Video-Coder: Reinforcing Agentic Coding for Video Generation Nov 5
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Reasoning & Agents
InfraRSI: Harnessing Recursive Self-Improvement for Training Infrastructure Nov 8
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LLMs & Language Models
MUON-RT Reusing the Teacher's Trajectory for Momentum-Free Muon for LLM Self-Distillation Oct 29
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Computer Vision
Interactive Visual Gym: Evaluating Visual Interaction Models with Simulated Users in Interactive Worlds Nov 4
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LLMs & Language Models
Glance: The Generator Is Its Own Reranker Oct 29
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LLMs & Language Models
MotionGraphicsBench: Evaluating Motion Graphics Generation with Programmatic Verification Nov 6
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LLMs & Language Models
Terminal-style Mathematical Modeling Bench: The First Agentic and Verifiable Benchmark for Mathematical Modeling Nov 5
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Reasoning & Agents
SwarmEvolve: Latent Agent Swarms for Evolutionary Discovery and Optimization Nov 4
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LLMs & Language Models
The SIMPLE Law for Energy Cost of LLM Inference Nov 1
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LLMs & Language Models
From Tool State to Scientific Action: Auditing Decision Provenance in Biomedical Research Agents Oct 31
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LLMs & Language Models
TauIndianBankBench: Procedure-Aware, Action-Oriented Evaluation of Tool-Using Conversational Agents Sep 29
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RLHF & Alignment
Online Dense Reinforcement Learning with Planning-Grounding Agent for UI Navigation on Live IOS Apps Oct 28
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Generative AI & Diffusion
GLOW-FM: Efficient Generative Low-Light Image Enhancement with One-Step Latent Flow Matching Oct 22
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LLMs & Language Models
How I Aligned Your Model: Scaling Up Multilingual Safety Training with Templates Oct 28
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LLMs & Language Models
On the Origin and Evolution of Training-Inference Mismatch in LLM Reinforcement Learning Oct 28
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LLMs & Language Models
Adversarial Speculative Reasoning Improves Long Horizon Agents Nov 3
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LLMs & Language Models
Evaluating DeepSeek V4.1 Flash-1017 for loss of control and harmful manipulation risks Oct 25
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LLMs & Language Models
SOMA: A Benchmark for Fine-Grained Egocentric Behavior and Body-Motion Understanding Oct 25
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Multimodal AI
NitroFusion2: Bringing Adversarial Loss to the Text Stream of Multimodal Diffusion Transformers Nov 3
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Generative AI & Diffusion
PhysOPSD: Code as Privilege for Physically Plausible Video Generation Nov 8
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LLMs & Language Models
Test-Time Scaling for Diffusion Language Models with Frequency-Aware Remasking Nov 6
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LLMs & Language Models
BYOD: Build Your Own DLM - Efficient Autoregressive-to-Diffusion Language Model Conversion Oct 29
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Generative AI & Diffusion
Micius-Flash: Lightweight Agentic Intelligence for Engineering Nov 3
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Reasoning & Agents
HALO: Human-Grounded Granular Evaluation of Proactive Agents Oct 28
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Other ML
OpenFlyV2: An onboard vision-language-action model for aerial perception and navigation Oct 28
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Other ML
Reducing Representational Interference in Retrieval Embeddings with Trainable Prefix Tokens Nov 4
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RLHF & Alignment
Matched Capabilities, Different Behaviors: A Controlled Study of MCP and CLI Interfaces for Language Agents Oct 24
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RLHF & Alignment
Shortcuts and Boundaries: Verifiable RL Misalignment and Contextual Safety Learning Nov 9
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Other ML
IWIBench: Evaluating Gradient-Free Model Driven Intra-weight Injection Nov 4
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Other ML
Supervising the Visible State: Separating Representation from View Selection in Streaming Video Oct 25
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LLMs & Language Models
Coding or Cheating? An Investigation of Frontier Coding LLMs Nov 6
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Other ML
Market-Conditioned JEPA: Learning from Unpredictable Market Shocks Nov 10
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LLMs & Language Models
LCM-Promo: An LLM-Based Uplift Model for Promotion Allocation Oct 27
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Reasoning & Agents
Signed but Steerable: Measuring and Closing the Text-Vector Integrity Gap in Offline Retrieval-Augmented Generation Nov 4
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Multimodal AI
SIMIT: Self-Improving Vision-Language Models via Imagination at Test-Time Oct 10
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Efficient AI & Edge
Multi-layer Indexer: Overlapping Selection and Attention in DeepSeek Sparse Attention Nov 1
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Computer Vision
EarthRecord: From Pixels to Land Change with Multimodal Agents over Four Decades of Satellite Imagery Nov 5
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LLMs & Language Models
CausGround: Causal Interaction Grounding for Adaptive Embodied Planning Oct 20
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LLMs & Language Models
LOB-Impact Benchmark: Emergent Market Impact in Generative Limit Order Book Models Oct 18
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Reasoning & Agents
Monitor Accuracy Isn't the Answer: A Decision-Value Framework for Evaluating AI Agent Restart Monitors Oct 26
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LLMs & Language Models
Think Twice: The Metis-1.6 Technical Report Oct 26
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Reasoning & Agents
DeepStress: Stress-Testing Deep Search Agents Nov 11
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Efficient AI & Edge
PREEN: Exemplar-Based Color Style Transfer with Smartphone Editor Presets Oct 26
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Reasoning & Agents
Ask, Don't Equip: Question-Driven Coding Agents for Deep Kernel Optimization Nov 1
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LLMs & Language Models
TurtLES: A Large-Scale Benchmark for Turbulent 3D Neural PDE Surrogates Nov 5
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Reasoning & Agents
DAMI: Dual-Axis Memory Initialization for Enhanced Long-Context Retrieval in Gated Linear Attention Oct 29
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Computer Vision
How Many Exposures Does a World Model Need? Learning Unseen Game Mechanics at Test Time Nov 9
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Audio, Speech & Music
A Tutorial on Generative Models for Music Audio Oct 27
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ML Theory & Optimization
Module-Aware Optimization for Graph Neural Networks Nov 4
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Other ML
CausalWAM: Learning the Causes of Actions in World Action Models Oct 29
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RLHF & Alignment
Identically Trained Language Models Break on Different Jailbreaks Oct 24
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Reasoning & Agents
NPCBench: A Clinical Apprenticeship Benchmark for Multimodal Care-Pathway Reasoning in Nasopharyngeal Carcinoma Nov 5
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LLMs & Language Models
Weaken to Strengthen: Weakening-Induced On-Policy Self-Distillation for Large Reasoning Models Oct 27
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Generative AI & Diffusion
JoVox: Joint Hierarchical Flow Matching for Lightweight Voxel Generation Nov 7
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Multimodal AI
Sketchpad: certified exact arithmetic with a small vision-language model Nov 3
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Generative AI & Diffusion
Koopman Generative Operators for Efficient Probabilistic Time-Series Forecasting Nov 3
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LLMs & Language Models
Information Games: Strategic Crowding and Firm Repositioning in Language-Model Space Nov 4
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LLMs & Language Models
RidgeFill: Training-Free Late-Layer Cache Fill for Faster Prefill Nov 5
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LLMs & Language Models
After One-Click Video: The Inflow of Service-Type Content, the Failure of the Recommendation Pool Mechanism, and the BoLe System Oct 23
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LLMs & Language Models
Cross-Prompt Reuse of Entity-Replacement Responses Oct 29
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Reasoning & Agents
HERIT: Enabling Global Access to Hanja-to-English Historical Translation by Mitigating Temporal Bias Nov 2
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LLMs & Language Models
Creative Priming: Decoupling Process from Product to Escape the Creative Paradox Nov 8
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Other ML
ODE Policy: Robot Learning via Action Dynamics, Not Actions Nov 1
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Efficient AI & Edge
InstantHMR : Real-Time Human Mesh Recovery on Your Phone Nov 6
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Generative AI & Diffusion
Static Recovery Is Not Dynamic Stability: Dynamics-Aware Benchmarking of Protein Motif Scaffolding Nov 5
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Generative AI & Diffusion
Back to Pixels: Lifting Latent Video Diffusion into Pixel Space Nov 12
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Multimodal AI
Spatial Harness: Grounding Spatial Reasoning in Executable World States with Physics Engines Nov 7
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Efficient AI & Edge
Muon Makes the First Mixture-of-Experts Layer Harder to Balance Oct 26
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AI for Science & Healthcare
BEND 2.0: Benchmarking the Capabilities Needed to Design DNA Nov 2
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Generative AI & Diffusion
Lipschitz-Controlled Flow Matching for Robust Image Restoration Nov 10
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LLMs & Language Models
FDSML: Formula-Driven Supervised Metric Learning with Parameter-Aware Triplet Loss Oct 28
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AI Safety & Privacy
Structured Confidence Perturbation via Fisher Geometry for Adversarial Training Nov 10
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Reasoning & Agents
TSFLab: A Self-Improving Agent-Agnostic Workbench for Time Series Forecasting Research Oct 28
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Other ML
QFabric: Guarded Cross-Domain Task Recovery and Its Limits on a Linux-RTOS Board Oct 31
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LLMs & Language Models
SketchDirector: Complex Scene Sketching via Agentic Layout Reasoning and Detail Refinement Oct 30
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AI for Science & Healthcare
A frontier machine intelligence for human neuroimaging Nov 11
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LLMs & Language Models
Modality-Aware Expert Pruning for MoE-Based Multimodal Large Language Models Nov 3
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Other ML
GigaSpeech 3: Scaling Multi-Dialect Arabic Speech Recognition with Weakly Labeled Data Nov 2
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LLMs & Language Models
Going Deeper With Memories Nov 3
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Computer Vision
Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks Nov 8
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Computer Vision
Enhanced MRI brain tumor detection using deep learning in conjunction with explainable AI SHAP based diverse and multi feature analysis Nov 5
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Multimodal AI
Greenscapes: Optimized Vegetation Configurations in Cities Oct 29
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LLMs & Language Models
Scheduling Data to Compute: Hierarchical Data Pipelining for LLM Training on AMD GPUs Nov 3
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LLMs & Language Models
Red-Teaming Large Language Models in Low-Resource African Languages: A Case Study of Yoruba and Nigerian Pidgin Oct 29
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Audio, Speech & Music
Text-Only Domain Adaptation for Low-Resource Medical ASR: Shallow Fusion and Density Ratio Rescoring for Hausa Nov 3
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LLMs & Language Models
What Standard Evaluations Hide About Detectors of Hijacked LLM Agents: Rare Attacks, Unseen Tools and Benchmark Transfer Oct 30
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LLMs & Language Models
Beyond fabrication: Misattributed numbers in papers written by AI research agents Oct 28
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LLMs & Language Models
They Know Where It Is, But Not What It Says: A Bilingual Hallucination Benchmark of Hadith Recall in Open LLMs Nov 2
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Computer Vision
Coupled or Independent? Fault Coupling in Agentic Medical Vision Systems Oct 29
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Other ML
Adaptive search with path-constrained mobile sensors using multi-arm bandits Oct 29
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Computer Vision
Feature Puzzles: Single-Image Supervision for Multi-View 3D-Aware Segmentation Nov 4
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Other ML
Matched but Not Better: An Equivalence-Tested Benchmark of Quantum Machine Learning on Six Clinical Datasets and the QML-Health-READY Reporting Framework Nov 3
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Other ML
When to Assist and What to Suggest: Joint Gating and Memory-Grounded Hint Generation in One Compact Decoder Oct 29
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AI Safety & Privacy
Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering Oct 29
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LLMs & Language Models
Agentic LLM reasoning in pediatric diabetes outcome prediction from multimodal medical records Oct 29
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Efficient AI & Edge
Differential rank preservation manifold learning Oct 30
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Reasoning & Agents
TradeWar: A Benchmark for Execution-Grounded Trade Negotiation with Adaptive LLM Agents Oct 30
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AI Safety & Privacy
Subspace Learning with Outlier Exposure for Out-of-Distribution Detection Nov 5
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Computer Vision
BiHashFormer: Hash-Driven Dual-Branch Transformer for Efficient Object Detection in HRW Shots Oct 29
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Generative AI & Diffusion
RetryRoute: Retry-Aware Model Routing for Agentic Image Editing Services Oct 30
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LLMs & Language Models
LooM: Loop-Invariant Memory for Causal Encoder-Decoder Language Models Nov 4
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Multimodal AI
DR Pixel: Page-Native Deep Research with Vision-Language Models Nov 2
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Other ML
DYNAS: A Dynamic Network Penetration Testing Framework Using Deep Hierarchical Reinforcement Learning Oct 29
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RLHF & Alignment
MoLRSI: A Recursive Self-Improving AI agent for Molecular Discovery Oct 29
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Reasoning & Agents
EEFA: A Framework for the Ethical Evaluation of AI Agents Nov 2
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LLMs & Language Models
ReSI-Math: Exploring Recoverable Capability Frontiers for Efficient Reasoning Improvement Nov 3
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Other ML
SAGE (Subjectivity-Aware Generation Estimator): A Linguistic Framework for AI-Generated Review Detection * Nov 2
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AI Safety & Privacy
Learned Terminal Costs for Short-Horizon Model Predictive Control of Autonomous Trucks in Interactive Highway Traffic Oct 29
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LLMs & Language Models
Variable names provide priors: semantic grounding enables data-efficient numerical prediction by large language models Nov 2
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LLMs & Language Models
Towards interpreting any residual stream direction by scaling activation inversion Nov 5
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Reasoning & Agents
Beyond Risk Cues: A Mechanism-Level Benchmark and Verifiable Debate for Scam Video Detection on the Web Nov 4
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RLHF & Alignment
Efficient Detailed Scheduling of Multiproduct Pipelines using Action-Decoupled Deep Reinforcement Learning Nov 2
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LLMs & Language Models
EffComp: Efficient Prompt Compression via Hybrid Reinforcement & Supervised Learning Nov 2
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AI Safety & Privacy
FedCSGA: Evolutionary Client Selection with Joint Statistical and System Heterogeneity in Federated Learning Nov 3
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Generative AI & Diffusion
GeoFlip: Benchmarking Geometry-Sensitive Physics in Video Generation Oct 30
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AI for Science & Healthcare
Mitigating Spurious Invariance in Contrastive Learning: A Probabilistic Self-Supervised Learning Framework for Medical Image Analysis Nov 3
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Other ML
Luggage re-identification: A study of strategies towards a real-world application Oct 29
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Other ML
Directional Statistics in Signal Processing: A Geometry Driven Overview of Models, Learning, and Applications Nov 3
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ML Theory & Optimization
Kolmogorov-Arnold Networks vs. Multi-Layer Perceptrons: A Rigorous Statistical Benchmark on Clinical Tabular Data Nov 2
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Other ML
DEQ-Stereo: Deep Euilibrium Video Stereo Matching via Adaptive Convergence Oct 29
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Other ML
Self-training for cross-centre coronary vessel segmentation in X-ray angiography using pre-contrast frame subtraction Oct 29
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Other ML
AI in the EGI e-infrastructure -- Past experiences and future strategies Oct 29
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LLMs & Language Models
Can Personal Requirements Become Supervision for Planning? Oct 29
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Computer Vision
Adaptive Low-Light Enhancement for Road Anomaly Detection: A Multi-Architecture Benchmark and Edge Deployment Study Nov 5
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AI Safety & Privacy
Communication-Efficient Private Federated Reinforcement Learning with Post-Quantum Authentication for Vehicular Networks Oct 29
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AI Safety & Privacy
Trustworthy Distributed Machine Learning in Cloud-Edge-IoT Systems: A Heterogeneity-Aware Survey of Security, Privacy, and Robustness Oct 28
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Other ML
NEOPIC: A Neural Operator Framework for Particle-based Kinetic Plasma Simulations Oct 29
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Efficient AI & Edge
Only Accepted Tokens Count: An Energy Accounting of Speculative Decoding Under Latency Targets Oct 29
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LLMs & Language Models
Preserving Utility in Continual LLM Unlearning via Orthogonal Projections Oct 29
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Generative AI & Diffusion
TalkFlow: Structured Latent Flow Matching for Speech Driven Holistic Motion Generation Oct 29
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ML Theory & Optimization
Where is Physical RSI capability from? An Observational Scaling Law of LLM-as-policy Oct 18
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LLMs & Language Models
Comparing Human Role-Players and LLM-Simulated Clients in Online Counselling Training: An Analysis of Counselling Patterns Oct 29
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Computer Vision
SO(3)-Equivariant Learning on CAD Boundary Representations Nov 3
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Multimodal AI
USI-Brain: Enhancing Underwater Spatial Intelligence via Spatial Data-Driven Vision-Language Modeling Nov 4
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Other ML
world2vec: Mechanistic world models through latent dynamics learning Oct 29
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Efficient AI & Edge
Alleviating Limited Effectiveness and Multi-Class Collapse in Deep Graph-level Clustering Nov 4
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AI Safety & Privacy
GTAFL: Addressing Test-Agnostic Long-Tailed Federated Learning in Medical Image Nov 5
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Other ML
TSB-SEG: A Systematic Time-Series Segmentation Benchmark Nov 2
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Computer Vision
RLGPA: A Reinforcement Learning-Guided Granularity Planning Attack for Decision-Based Sparse Adversarial Examples Nov 5
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Other ML
Modular Bayesian Foundation Models: Bayesian time series encoders for OOD detection, routing and forecasting Oct 28
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LLMs & Language Models
Reading Why: Born-Measured Attention with Exact Word Evidence on Light and Qubits Nov 3
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Other ML
Dynamic Powergrid Optimization with FPGA-based Neuromorphic Higher-order Ising Machines Oct 29
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Other ML
Optimal Path Planning with Localization constraints Oct 29
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LLMs & Language Models
TRIDENT and SHAKTI: A Framework and Benchmark for Hindi AI-Text Detection Oct 30
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Other ML
Dhārā Bench: An Evidence-Oriented Retrieval Benchmark for Indian Knowledge Systems Nov 2
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Generative AI & Diffusion
Intra-Architecture Source Attribution for Stable Diffusion: A New Task with Benchmark Dataset and Baseline Nov 4
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Generative AI & Diffusion
OCCAMS: A Multi-Task Learning-Based Investigation of the CMB Power Spectra Oct 29
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AI Safety & Privacy
LiDAR-SHIELD: A Fully Dockerized Adversarial Robustness Assessment Framework for LiDAR-Based 3D Perception Models Oct 29
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Computer Vision
With foundation-model features, aggregator complexity does not improve cross-hospital discrimination in gastric whole-slide image classification Oct 30
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Generative AI & Diffusion
LungMend: A Healthy-Only Latent Diffusion Shape Prior for Lung Mask Correction in Severe Tuberculosis CT Nov 4
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Multimodal AI
AdMuse: Skill-Guided Creative Advertising Image Generation Oct 29
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Efficient AI & Edge
VioTech: Frame-Level Violin Playing Technique Detection with Multi-Scale Mixture-of-Experts Nov 2
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LLMs & Language Models
Homebrewed SLMs: Autoregressive and Masked Diffusion Language Models Built at Home for Portuguese Oct 29
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Computer Vision
Inter-Frame Predictive Contour Coding for Semantic Map Compression Oct 29
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Computer Vision
Spatio-Temporal Multi-Order Interaction for Video Recognition Nov 3
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Other ML
Novel or Not? PatEx-Gym: Agentic Prior-Art Search for Novelty Assessment in Patent Examination Oct 23
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Audio, Speech & Music
Bridging Neural Representations and Symbolic Semantics in Audio Classification Oct 29
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Multimodal AI
A Unified Benchmark for Aerial-Enhanced Autonomous Driving: The KITScenes Aerial Dataset Oct 29
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Other ML
Training-Time Domain Transfer for Generator-Free Diagnostics on Novel Modalities in Computational Pathology Nov 2
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Generative AI & Diffusion
D2ML: Models for Direct-to-Biology Small Molecule Screening Oct 29
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Efficient AI & Edge
DINOFAS: Bonafide-Centric Representation Learning for Face Anti-Spoofing Nov 2
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Multimodal AI
ArabGeoText: Tool-Augmented Vision-Language Models for Arabic Geospatial Text Spotting Nov 2
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Generative AI & Diffusion
Calibrating Attention-Based Token Pruning for Efficient Multi-Image Synthesis in UMMs Oct 29
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Generative AI & Diffusion
PathoS2VD: From 2D Histopathology to Pseudo Z-Stack Representations Nov 4
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LLMs & Language Models
Multi-Resident Data Association in Smart Homes via MDP Modeling and Behavior Cloning Nov 4
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Reasoning & Agents
Can We Stop the Backtest Yet? Anytime-Valid Promotion Tests for Adaptive Financial Research Agents Nov 2
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LLMs & Language Models
EviCast: Forecasting Retrieval Gains Through Shared Response Calibration Nov 2
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Computer Vision
Route First, See Later: Enabling Vision Agents to Reason Scientifically by Separating Routing Policy from Action Spaces Nov 4
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LLMs & Language Models
QUAL: Quantile Alignment Improves Zero-Shot Time-Series Foundation Models Oct 30
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AI Safety & Privacy
BEAKER: An Expert-Curated Benchmark for Embodied Brains in Self-Driving Chemical Laboratories Nov 4
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Efficient AI & Edge
Bayes-Consistent Losses for Adaptive Inference in Classification Oct 29
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LLMs & Language Models
Basin2Vec: Learning Basin-Centric Embeddings for Scalable Hydrological Modeling Nov 3
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Reasoning & Agents
BiGrounder: Bidirectional Training Unlocks the Potential of GUI Grounding Nov 5
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Multimodal AI
PlantVLM-Edge: Quantized Vision-Language Models for On-Device Crop Health Diagnosis Nov 2
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LLMs & Language Models
Sable: A Small-Field Sumcheck Argument for Bit-Exact Inference of Large Language Models Nov 10
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LLMs & Language Models
TCSExam: Evaluating Frontier LLMs on the Full Range of TCS Research Nov 5
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Other ML
Painting Change Map as guidance for generating painting processes Oct 17
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Other ML
A Two-Wheeled Quadrotor with All-Clockwise Tilted Rotors for Level-Attitude Surface Locomotnion Oct 29
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LLMs & Language Models
Heterogeneous Co-Evolution Learning for Tool-Efficient Search Agents with Zero Labels Oct 29
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Generative AI & Diffusion
Efficient Covariance-Aware Vicinal Latent Diffusion for Continuous Conditional Image Generation Oct 29
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Multimodal AI
PriCBMs: Multi-granular Concept Bottleneck Vision-Language Models for Visual Privacy Recognition Nov 2
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LLMs & Language Models
FARR: Forecast-Aware Residual Refinement with Matched Endpoint Evidence for Long-Horizon Time-Series Forecasting Nov 5
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RLHF & Alignment
Progressive Multi-Scale Super-Resolution via Cascaded Bicubic Anchors and Inter-Scale Mutual Refinement Nov 2
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LLMs & Language Models
Overview of the NTCIR-19 SciClaimEval Task: Cross-modal Claim Verification in Scientific Papers Nov 4
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Other ML
IMPACT: Inverter-Informed Multimodal Learning for Photovoltaic Generation Forecasting Oct 29
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Other ML
Selective Event Evidence and Persistent Temporal Priors for Event-Based Point Tracking Nov 5
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Other ML
JEDI: Joint-Embedding Demonstration Compression for In-Context Imitation Learning Oct 29
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Reasoning & Agents
An Agentic Framework for Quality-Aware and Scenario-Adaptive Image Compression Nov 3
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Other ML
Socratic Skill Learning: Interleaving Teaching and Practice for Transferable Agent Skills Oct 12
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Reasoning & Agents
StepBack: Step-Level Error-Localized Resampling for Efficient Test-Time Reasoning Nov 5
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AI Safety & Privacy
Integrating Machine Learning and Uncertainty Quantification for Real-Time Decision-Making in Digital Twins: A System-Centric Review and Perspective Nov 3
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Other ML
TEXMET: A Deep Learning Benchmark for Archaeological Textile Reconstruction Nov 3
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LLMs & Language Models
CR-Bench-v2: Evaluating the Real-World Utility of AI Code Review Agents Nov 2
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LLMs & Language Models
Latent Prediction Yields Cross-Subject Alignable Representations in Sensory-Evoked fMRI Oct 29
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Computer Vision
LipLingo: CNN Model for Lip Reading Nov 2
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LLMs & Language Models
Beyond Selected Breakthroughs: Evaluating Language Models on Randomly Sampled Mathematical Conjectures Oct 29
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LLMs & Language Models
Kernel-based Interpolatory Methods for Context Compression of Attention Mechanisms Oct 29
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Efficient AI & Edge
FPTR: Feasibility-Preserving Transactional Refinement for Deadline-Constrained Joint Beam and Resource Allocation Nov 4
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Reasoning & Agents
When Fine-Grained Credit Assignment Helps and Hurts: Multimodal Agentic Reinforcement Learning through Video Editing Oct 25
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LLMs & Language Models
Comparative study of global pooling for pre-departure ship fuel consumption prediction: Advantages over per-ship and adaptation-based approaches Nov 2
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ML Theory & Optimization
Accelerating Safe Reinforcement Learning with Massive Parallelism Nov 5
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LLMs & Language Models
FindLink: Learning to Assess Scientific Connections from Source-Grounded Premises Nov 2
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Efficient AI & Edge
A Unified Hessian-Guided Framework for Post-Training Quantization Oct 29
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Multimodal AI
Decoding Geometry, Not Tokens: Efficient VLMs for Robot Affordance and Trajectory Prediction Oct 29
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Multimodal AI
How Finely Can Vision-Language Models See Biology? Bio-VQA: A Benchmark for Taxonomic, Morphological, Spatial and Individual Reasoning Nov 3
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LLMs & Language Models
Practical Assessment of Agentic Systems in Acoustics Oct 29
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LLMs & Language Models
ARLoop: Fully-Open Pre-trained Looped Transformers with Attention Residuals Nov 3
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LLMs & Language Models
P-ContextBench: From Personal Fact Recall to Personalized Agent Behavior Oct 29
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ML Theory & Optimization
Efficient Closure Learning in Dynamical Systems: A Comparison of Data-Assimilated and Embedded Approaches Nov 2
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Generative AI & Diffusion
Energy-Guided Transport for Projection-Free Physics-Informed Flow Matching Nov 4
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Reasoning & Agents
Evidence-First Agentic Verification Oct 12
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Computer Vision
IGDA-ICMH: an Importance Guided Feature and Network Dual Adaptation Framework towards Image Compression for Machine and Human Vision Oct 30
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Multimodal AI
MRC-MMAgent: Reinforcement Learning for Multi-Role Collaboration in Multimodal Tool-Using Agents Oct 29
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Multimodal AI
InfMasking: A Unified Variational Framework for Synergistic Multimodal Learning Nov 5
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LLMs & Language Models
Benchmarking color judgment in multimodal LLMs with CIE-computable ground truth Oct 29
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LLMs & Language Models
ScienceJudge: Pattern Perturbation Augmentation for Sentence-Level Scientific Claim Verification Oct 29
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LLMs & Language Models
HistoTx: Early fusion of H&E images and spatial transcriptomics at varying spatial transcriptomics resolution with self-supervised learning Nov 2
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Computer Vision
PathoJev: Efficient Pathology Decisions from Shared Visual Context Oct 29
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ML Theory & Optimization
Last-Iterate Convergence for Constrained MDPs: From Dual Descent to Primal-Dual Oct 29
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Efficient AI & Edge
Sonar-MoE: In-Backward Expert Updates for Memory-Efficient Mixture-of-Experts Training Nov 2
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Efficient AI & Edge
SPA-Q: Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation Nov 3
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LLMs & Language Models
Disen-Forcing: Disentangling Semantic Anchoring from Motion for Autoregressive Video Diffusion Nov 2
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Generative AI & Diffusion
Latent Diffusion-GAN: Adversarial Learning in the Autoencoded Latent Space Nov 2
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Generative AI & Diffusion
Pixel-space video generation with U-JiT Nov 3
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LLMs & Language Models
IndicIPR-QA: A Benchmark for Extractive Question Answering on Indian IPR Laws Oct 29
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ML Theory & Optimization
Catastrophic Overfitting is Weight Drift the Training Loss Cannot See Nov 4
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Multimodal AI
Multimodal Information Interactions Bottleneck for Multimodal Self-Supervised Learning Nov 5
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Other ML
A New AFIB Detection Method with Deep Neural Networks Oct 29
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LLMs & Language Models
Automatic keyphrase extraction and annotation: modern theoretical approaches and practical solutions for text and speech Nov 5
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Other ML
MUSBRIC: LEGO-Compatible Pneumatic Muscle Bricks for Reconfigurable Musculoskeletal Robots Oct 29
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Reasoning & Agents
When Do Summaries Become Instructions? Unsupported Policy in LLM Agents' Self-Written Handoff Summaries Nov 4
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Computer Vision
Which One Is Sounding? Binaural Sounding Instance Disambiguation for Audio-Visual Segmentation Nov 4
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Computer Vision
AVPS-360: A Spatial Audio-Visual Benchmark for Instance Segmentation and Tracking of Sound-Producing Persons Oct 29
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Computer Vision
WorkIng: A Real-World and Synthetic Highway Work-Zone Benchmark Dataset for Autonomous Navigation Oct 30
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Reasoning & Agents
τ-bench-LILT: Evaluating Conversational Agents on Realistic Multilingual Tool-Use Tasks Nov 4
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Other ML
Confidence-Aware Speed-over-Ground Estimation from Doppler Spectra via Reconstruction-Based Representation Learning Oct 29
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Generative AI & Diffusion
Composing and Steering Diffusion Models with Generalized Feynman-Kac Correctors Oct 29
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AI for Science & Healthcare
Benchmark of THReD: Evaluating an LLM Agent and Its Preprocessing Tools for Turning Electronic Health Records into AI-Ready Datasets Nov 2
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Efficient AI & Edge
Item Representations Matter: Bridging Hard Semantic IDs and Soft Prototype Mixtures for Generative Retrieval Nov 4
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LLMs & Language Models
When Does Closed-Loop Curriculum Adaptation Help GRPO? An Analysis on Countdown Oct 28
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LLMs & Language Models
Language-Grounded Force/Torque Pretraining for Extrinsic Contact Perception Oct 29
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LLMs & Language Models
PBSR: Pseudo-Burst Super-Resolution via Zero-Shot Novel View Synthesis Oct 30
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Other ML
A Fine-Grained Hierarchy and Benchmark for State Tracking in Language Models Nov 2
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Computer Vision
STAR-FER: Adaptive Selective Restoration for Edge-Based Low-Resolution Facial Expression Recognition Oct 30
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Other ML
Hammering with Vampire in Lean Oct 29
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Other ML
A Tutorial on Shape Servoing of Deformable Objects-Part I: Fundamentals Oct 29
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Computer Vision
Beyond Quadratic Attention: Separable Gaussian Operators for ODE Vision Transformers Nov 5
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Reasoning & Agents
Machine Learning-Based Detection of Mobile Money Scan Messages in Ghana: A Comparative Evaluation of Naive Bayes, Support Vector Machine, and Randon Forest Classifiers Oct 29
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Other ML
Securing the Robotics Supply Chain Oct 29
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Efficient AI & Edge
Parameter-Efficient Fine-Tuning of Transformer Encoders for Audio-Image-Symbolic Music Retrieval Oct 30
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Computer Vision
Balancing Representations by Identifying and Generating Under-represented Data Nov 2
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Efficient AI & Edge
TRUST-Stereo: Teacher-Assisted Robust Uncertainty-Guided Search and Transfer for Fast Stereo Matching Nov 3
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LLMs & Language Models
Validation-Gated ML Pipeline Synthesis with Expert-Grounded Self-Evolving Skills Nov 3
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Generative AI & Diffusion
From Natural Images to Medical Scans: Transferability of Diffusion Models for Medical Image Generation Nov 3
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LLMs & Language Models
Towards a Trustworthy and Governable Internet of Agentics: An Architectural Perspective on Protocols, Systems, and Services Nov 2
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Reasoning & Agents
An Axiomatic Framework for Reinforcement Learning in Open Multi-Agent Systems Nov 2
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LLMs & Language Models
FedReason: Large Language Models as Weight-Space Meta-Aggregators for Heterogeneous Federated Learning Nov 5
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AI for Science & Healthcare
TRACER, a time-to-event EHR foundation model for disease detection across health systems Oct 29
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LLMs & Language Models
From the Zoo to the BULLPEN: Sample-Efficient LLM Profiling via Multi-Channel Model Embeddings Oct 30
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Audio, Speech & Music
CrowdForge: Effects of Audio and Visual Audience Participation Modalities on Agency, Collaboration, and Engagement in AI-Mediated MR Performances Nov 2
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AI Safety & Privacy
Multistep and Multivariate Time Series Explainability with GradientSHAP: A Wind Power Case Study Oct 29
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LLMs & Language Models
GeoBiaset: A Counterfactual Benchmark for Demographic Bias in World-Level Geolocalization Nov 4
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Reasoning & Agents
WayPOP: A Panoramic Open-Set Panoptic Tracking Benchmark Nov 4
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LLMs & Language Models
The Power of Meta Access in the Software of the Future --- Demonstrated on LLM Chat UIs and Chat AI Nov 5
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Efficient AI & Edge
Achieving Minimax-Optimal First-Order and Best-of-Both-Worlds Regret Simultaneously in Multi-Armed Bandits Oct 29
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Computer Vision
BrainBind: Bridging Synchronized EEG and fMRI through Long-Form Naturalistic Video Representations Nov 3
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LLMs & Language Models
Can Large Language Models Review the Scientific Literature? A Test Against a 102-Article Benchmark Nov 3
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LLMs & Language Models
SMART: State-based Multi Agent Reasoning Traces for Verification-oriented Problem-Solving Nov 5
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LLMs & Language Models
COMPREHEND: Ultra-Fine-Grained Benchmark Understanding by Entailment Hierarchy Nov 3
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LLMs & Language Models
LeanContext: Disentangling Mathematical Resources from Local Formal Context in Lean Whole-Proof Generation Nov 5
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Multimodal AI
M-PFT: Angular Margin for Calibrated Prompt-Tuning of Fine-Tuned Vision-Language Models Oct 29
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LLMs & Language Models
Big Models, Small Gains: Frozen Forecasters as Classifiers on MONSTER Nov 4
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LLMs & Language Models
CRoS: Causality Reward on Scrambled CoTs Improves Accuracy and Reasoning Faithfulness Oct 30
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Efficient AI & Edge
TileQuant: Tile as the Precision-Allocation Unit for LLM Mixed-Precision Post-Training Quantization Nov 4
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LLMs & Language Models
Benchmarking Large Language Models on Heterogeneous Cognitive and Biomedical Knowledge Graphs: The Role of Graph Grounding in Multi-Hop Reasoning and Hallucination Mitigation Nov 5
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LLMs & Language Models
Upcycling Language Models for Multiple Specialized Domains Oct 29
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Efficient AI & Edge
AquaProbe: Efficient Adaptation of Frozen Vision Models for Underwater Images Oct 29
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Other ML
Unsupervised Feature Selection Using Local Intrinsic Dimensionality -- Extended Version Oct 29
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Other ML
Finite-Sample LTI System Identification from a Misspecified Finite Model Set Oct 29
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Other ML
From PID to Reinforcement Learning in Building HVAC Control: A Control-Architecture Review of Tuning Strategies, Formulations, and Deployment Trade-offs Nov 2
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RLHF & Alignment
Human--AI Interactions as First-Class Data: A Formal Interaction Model and Runtime for Explainable AI Collaboration Oct 29
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LLMs & Language Models
KeyWise: Efficient Video-Only Piano Transcription with a Lightweight Per-Key Architecture Nov 3
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Other ML
A Conveyor Belt Mechanism for Repositionable Magnetic Coupling Between Continuum Robots Oct 29
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Generative AI & Diffusion
Rain Beyond Streaks: Cascaded Realistic Rain and Wet Surface Synthesis via Scene Priors Nov 5
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AI Safety & Privacy
DART: Domain-Agnostic Residual Transfer for Generalist Anomaly Detection Nov 5
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Computer Vision
Contrastive Adapter Training and Consensus Knowledge Distillation for Multi-Source-Free Domain Adaptation in Skin Cancer Diagnosis Nov 2
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LLMs & Language Models
When Latent Dynamics Meet Data Assimilation: A Benchmark of Koopman-Type Representations Nov 2
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LLMs & Language Models
Blueprint2CAD: Benchmarking Foundation Models on Engineering Drawing-to-CAD Render Correspondence Nov 2
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LLMs & Language Models
Self-Supervised Pretraining for Label-Efficient Facial Expression Recognition using Smart Glasses Nov 3
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Computer Vision
Rohbau3D-Semantics: Dense Semantic and Instance Labels for Point Clouds of Indoor Shell Construction Scenes Nov 4
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LLMs & Language Models
Evaluating Token Probabilities as Confidence Estimators in Human Behavior Simulations: A Case Study in Luxembourgish Next Like Prediction Nov 5
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Computer Vision
GEKey: Learning Geodesic Eccentric 3D Keypoints via Self-Supervision Nov 5
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Other ML
STRATA: Reinforcement-driven Active Sampling with Tri-paradigm Adaptation for Efficient 3D Spatial Transcriptomics Oct 29
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Other ML
FIRME: Registry-Anchored Memory Graphs for Evolving, Heterogeneous Investor Knowledge Oct 29
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Reasoning & Agents
NitiBench+: A Temporal Thai Legal Question Answering Benchmark Across 17 Domains Nov 2
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LLMs & Language Models
DINOv2 for PET: A Pre-Training Domain Benchmark Across Classification, Segmentation, and Prognosis Oct 29
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LLMs & Language Models
MUSS: A Multi-scale and Sequence-based Model for Single-cell Gene Regulation Nov 5
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LLMs & Language Models
Latent Path Exploration via Potential-Guided Subtrajectory Balance Oct 29
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Computer Vision
Navigational Safety of Marine Surface Vehicles in Restricted Visibility: From Intelligent Vision to Vision-Centered Multi-Sensor Fusion Nov 4
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Computer Vision
How a Model's Architecture and Performance Influences Explainability: A Study of Grad-CAM and CRAFT in CNN-Based Image Classification Nov 9
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Computer Vision
Beyond Local Refinement: Wide-Area Precise Cross-View Localization Nov 3
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LLMs & Language Models
The Geometry of Simulated Perspectives: Dissociating Representation and Behaviour in a Multimodal Language Model Nov 5
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LLMs & Language Models
LanG 2.0: Energy-Efficient Agentic AI for Semi-Automated Security Operations at Scale Oct 29
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AI Safety & Privacy
Anomaly Detection on Resource-Constrained Devices with Reservoir Computing Nov 3
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