每日论文 Daily Papers

来自 Hugging Face 与研究社区 · 中英对照

Daily Weekly Monthly

‹ 2026-08 ›

跳转日期： 09-11 30 09-09 10 09-08 26 09-07 31 09-04 31 09-03 26 08-30 2 08-29 21 08-28 32 08-27 23 08-26 32 08-25 21 08-23 11 08-21 33 08-19 59 08-18 31 08-15 30 08-14 23 08-11 30 08-07 47 08-06 36 08-05 37 08-04 25 08-02 38 07-31 17 07-30 23 07-29 27 07-28 16 07-25 21 07-24 19

AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis

▲ 289 💬 2 ★ 7

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

▲ 277 💬 7

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

▲ 257 💬 1 ★ 36

Metis: Memory Foundation Model

▲ 252 💬 3 ★ 51

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

▲ 168 💬 1 ★ 453

Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

▲ 161 💬 2 ★ 91

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

▲ 161 💬 1 ★ 531

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

▲ 159 💬 3 ★ 8

PhiZero: A World Model Built Around Physical Language

▲ 155 💬 3 ★ 31

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

▲ 151 💬 4 ★ 11

EnvHarness: Awakening Static Worlds for Agent Learning

▲ 150 💬 1 ★ 8

VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction

▲ 145 💬 1 ★ 79

Self-Supervised Visual On-Policy Distillation

▲ 142 💬 3

VGI-BENCH: Probing Visual Intelligence in Video Generation Models

▲ 131 💬 1 ★ 2

Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence

▲ 129 💬 1 ★ 186

FrontierChallenge: Evaluating Scientific Workflow Completion

▲ 127 💬 1

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

▲ 116 💬 1

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks

▲ 115 💬 2 ★ 154

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks

▲ 111 💬 7

WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation

▲ 111 💬 2 ★ 10

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

▲ 110 💬 1 ★ 32

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

▲ 108 💬 1 ★ 132

GigaBrain-0.7: Scaling Embodied Foundation Models to Emergent Capabilities with a Three-System Architecture

▲ 89 💬 2 ★ 2611

Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs

▲ 88 💬 1 ★ 44

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

▲ 85 💬 1 ★ 2346

MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations

▲ 82 💬 3 ★ 29

Alaya-EVOKE: From Linear-Scaling Supervision to Endless World

▲ 81 💬 1

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

▲ 80 💬 1 ★ 2

DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation

▲ 79 💬 2 ★ 38

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

▲ 76 💬 1

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

▲ 75 ★ 138

PAWBench: How Far Are We from Probabilistically Aligned World Modeling?

▲ 73 💬 1 ★ 6

AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling

▲ 71 💬 1 ★ 21

Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence

▲ 71 💬 1 ★ 18

SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries

▲ 71 💬 3

Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editing

▲ 69 💬 1

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

▲ 68 💬 2 ★ 138

UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City

▲ 67 💬 2 ★ 40

VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

▲ 64 💬 2 ★ 62

EchoWM: Open and Enterable Omnimodal World Models

▲ 62 💬 2 ★ 1904

TTPO: Test-Time Policy Optimization

▲ 61 💬 1 ★ 18

Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher

▲ 55

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

▲ 55 💬 1

DarwinX: Evolving Agent Harnesses Through Natural Selection

▲ 54 💬 1

WeMM-Embedding: WeChat Multi-Modal Embedding Technical Report

▲ 54 💬 1 ★ 96

Mental World Modeling

▲ 52 💬 1 ★ 1

ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment

▲ 52 💬 1

TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming

▲ 52 💬 1 ★ 59

VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?

▲ 50 💬 1 ★ 48

N_0-VTLA: Scaling Vision-Tactile-Language-Action Model with Latent Tactile Tokens

▲ 49 💬 1 ★ 36

AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

▲ 49 💬 1 ★ 18

Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory

▲ 48 💬 2 ★ 7

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

▲ 47 💬 1 ★ 2

Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search

▲ 47 💬 2 ★ 5

FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis

▲ 47 💬 2 ★ 8

On-Policy Self-Distillation in Diffusion Models

▲ 47 💬 1 ★ 63

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

▲ 47 💬 1 ★ 18

Beacon: Knowing When and How to Perform Agentic Visual Reasoning

▲ 46 💬 2 ★ 2

DAPD: Dual-Anchored Policy Distillation

▲ 46 💬 2

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation

▲ 45

Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision

▲ 45 💬 1 ★ 26

Progressive Agent Skill Generation via Reinforcement Learning

▲ 44 💬 1 ★ 15

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation

▲ 43 💬 1 ★ 34

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent

▲ 43 💬 1

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

▲ 43 💬 2

Intern-S2-Preview: Scientific Agentic Foundation Model

▲ 42

Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report

▲ 42 💬 1

BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms

▲ 40 💬 4

Meshy T2: Fast Native Mesh Generation with Flow Matching

▲ 40

SPADE: Self-Play in Adaptive Synthetic Executable Environments

▲ 40 💬 1 ★ 3

VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

▲ 40 💬 1 ★ 8

Flux-OPD: On-Policy Distillation with Evolving Contexts

▲ 39 💬 2

Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development

▲ 39 💬 1

Knowledge-Geometry Decoupling: Refreshable Pretrained Transfer for Streaming Recommendation

▲ 38 💬 1 ★ 3

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes

▲ 38 💬 1

How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review

▲ 38 💬 1 ★ 1

MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing

▲ 37 💬 2 ★ 3

PCSD: Persistent Consistency for Self-Distillation in Agentic Reinforcement Learning

▲ 37 💬 1

The Personalization Mirage: How LLMs Fabricate User Profiles, and Why Self-Monitoring Misleads

▲ 37 💬 2

MOSS-VL Technical Report

▲ 37 💬 1 ★ 430

ASI-Bench: At the Dawn of Artificial Superintelligence

▲ 37 💬 2 ★ 10

4DAnyone: Create Anyone in 4D from a Casual Monocular Video

▲ 37 💬 3 ★ 20

GameWAM: A World Action Model for Video Games

▲ 37 💬 1 ★ 22

SecOPD: Mitigating Adaptive Prompt Injections by On-Policy Distillation

▲ 36 💬 1 ★ 3

WorldClaw: Agentic 3D Open-World Generation at Scale

▲ 35

ACE-Data-0: Human-Centric Ambient Capture as Embodied Data Engine

▲ 34 💬 1

FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution

▲ 34 💬 1 ★ 18

ClawGym II: Exploring Black-Box RL on Agent Harness

▲ 33 💬 1 ★ 35

MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks

▲ 33 💬 1

PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives

▲ 32 💬 1 ★ 48

UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations

▲ 32 💬 1 ★ 39

AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

▲ 31 💬 2 ★ 26

Let's Scale Step by Step: Compute-Efficient Hyperparameter Transfer for Large-Scale Mixture-of-Experts

▲ 31 💬 1

Prime Agent: A Self-Improving RLM Harness

▲ 31 💬 1 ★ 18311

Beyond Borrowed Histories: Person-Aligned User Simulation for Interactive Role-Playing Evaluation

▲ 30 💬 2 ★ 4

WorldExam: Benchmarking World Models from Apparent Appearance to Inherent Reactivity

▲ 30 💬 2 ★ 12

SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

▲ 30 💬 1 ★ 19

Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning

▲ 30 💬 1

WithEveryone: Unified Planning and Identity Grounding for Group Image Generation

▲ 30 💬 1 ★ 4

InfinityEdit: Infinite Video Editing with a Lightweight Edit-Ignition Adapter

▲ 30 ★ 9

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications

▲ 29 💬 1 ★ 5

UEmbed: Unified Sparse and Dense Multimodal Embeddings

▲ 29 💬 1 ★ 7

CADENA: Stepwise CAD Reverse Engineering

▲ 29 💬 1 ★ 13

Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis

▲ 29 💬 1

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?

▲ 29 💬 1 ★ 13

Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence

▲ 29 💬 1 ★ 40

PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents

▲ 28 ★ 6

Quo Vadis, World Modeling?

▲ 28 💬 1 ★ 26

Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

▲ 28 💬 1 ★ 11

StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling

▲ 28 💬 1 ★ 49

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

▲ 28 💬 1

Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs

▲ 27 💬 1 ★ 20

OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents

▲ 27 💬 2 ★ 7

Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence

▲ 27 💬 1

N_0-TWAM: Scaling Tactile-Native World-Action Model for Contact-Rich Manipulation

▲ 26 💬 1 ★ 48

Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives

▲ 26 💬 2 ★ 25

RefCaptioner: Multi-Reference Image-Grounded Video Captioning

▲ 25 💬 2 ★ 3

SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

▲ 25 💬 1

Learning from Failures: Retrieval-Centric CoT via Hard Negatives for Unified Multimodal Retrieval

▲ 25 💬 1 ★ 3

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

▲ 25 💬 1 ★ 3

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

▲ 25 💬 1 ★ 20

ParaTempo: Efficient Parallel Reasoning via Temporal Confidence

▲ 25 💬 1 ★ 1

Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion

▲ 25 💬 1 ★ 24

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

▲ 25 💬 2

ChronoVision: Temporal Reasoning via Latent State Reconstruction

▲ 24 💬 1

Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements

▲ 24 💬 1 ★ 3

RISE: Adaptive Imagination for World Action Models

▲ 24 💬 2 ★ 36

Scaling Properties of Text Conditioning in Visual Generation

▲ 23 💬 1 ★ 55

QQWorld: Quantile-Quantile Matching for World Model Regularization

▲ 23 💬 1

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

▲ 23 💬 1 ★ 6

StateFlow: Building, Evolving, and Accessing 3D World States for Previsualization

▲ 23

An Empirical Study of Training Pixel-Space Text-to-Image Diffusion Models

▲ 23 💬 1

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

▲ 23 💬 1 ★ 1

See2Think: Do Multimodal Models Really Use Intermediate Visual States?

▲ 22 💬 2 ★ 3

SAF-OPD: Stable Advantage Fusion for On-Policy Distillation

▲ 22 💬 1

SWE-Touch: Benchmarking Coding Agents When Users Touch the Code

▲ 22 💬 1 ★ 4

WCM: A World Critic Model for Vision-Language-Action Reinforcement Learning

▲ 22 💬 6 ★ 17

LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models

▲ 22 💬 1

SimWAM: A Simple World Action Model for End-to-End Autonomous Driving

▲ 22 💬 1 ★ 28

Marionette: Predicting World States, Rendering Geometry, Painting Appearance

▲ 22 💬 1

SpatialCLI: Learning to Reason With Spatial Tools, Then Without Them

▲ 21 💬 2 ★ 8

OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models

▲ 21 💬 1 ★ 4

Any-OPD: Heterogeneous On-Policy Distillation for Flow-Matching Models via Representation-Space Bridging

▲ 21 💬 2

GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks

▲ 21 💬 1 ★ 48

Advancing Open and Reproducible Relational Learning: RelArena-α, TabPFN-Rel and RPI

▲ 21 💬 1 ★ 18

Agentic Transaction: Towards ACID-Compliant Agent Systems

▲ 21 💬 1 ★ 6

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

▲ 21 💬 2

D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation

▲ 21 💬 1

GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning

▲ 20 💬 2 ★ 3

Motion Beyond Morphology: Bootstrapping Cross-Category Motion Transfer from Abstract Motion Representations

▲ 20 💬 3

CAPEval: A Decoupled Caption Evaluation across Understanding and Generation

▲ 20 💬 1 ★ 9

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

▲ 20 💬 1 ★ 4

SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning

▲ 20 💬 1 ★ 3

MobileMem: Learning from a Year of Mobile Experiences

▲ 20 💬 1 ★ 12

Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence

▲ 20 💬 1

Embodied-Navigator: Point, Think, Memorize, and Align for Efficient Navigation

▲ 20 💬 1 ★ 208

Towards a Densing Law for User Representation Learning at Billion-Scale Capacity

▲ 20 💬 2

Agent-G^2: Gaussian Guidance for Agentic Reinforcement Learning

▲ 20 💬 1 ★ 26

Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants

▲ 19 💬 2

DiffusionGemma Technical Report

▲ 19

SkillJack: Persistent Skill Backdoors in Self-Evolving Agents

▲ 19 💬 1

UniWorld-Design: From Pixel Generation to Layer-Native Design

▲ 19 💬 1

When Teachers Mislead: Spurious-Signal-Aware On-Policy Distillation

▲ 19 💬 1 ★ 1

DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data

▲ 19 💬 1

GenRouter: Unified Workflow Routing for Agentic Image Generation

▲ 19 💬 1 ★ 22

Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses

▲ 19 💬 1 ★ 20

Is Next-Chunk Reasoning RL Really Better than SFT? Revisiting Training Strategies under no-CoT Data

▲ 19 💬 1

Long-Horizon Audio-Visual Generation for Persistent Stories and Interactive Worlds

▲ 19 💬 1 ★ 1959

On-Policy Delta Distillation for Multilingual Math Reasoning

▲ 18 💬 1

β-OPSD: Deriving with Policy Optimization, Training with Self-Distillation

▲ 17 💬 2

To Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing

▲ 17 💬 1

GPTQ-2D: Cubic-Time Two-Sided Adaptive Rounding

▲ 17 💬 1

TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning

▲ 17 💬 1 ★ 2

NOLLI: A Difficulty-Calibrated Puzzle Benchmark for Diagnosing the English-Korean Performance Gap

▲ 17 💬 3 ★ 4

Ego2Robot: Scalable Robot Data Synthesis from Egocentric Human Data

▲ 17 💬 1

HarnessOpt-Bench: Evaluating LLMs at Harness Optimization

▲ 17 💬 1

Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation

▲ 17 💬 1 ★ 50

Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers

▲ 16 💬 1

ShadowDancer: Teaching Video World Models Any Action by Learning Unified Dynamics Representations from a Video and Its Shadow

▲ 16 💬 3 ★ 20

Roomer: Reflective Object-Grounded Model Editing and Repair for 3D Indoor Layout Synthesis

▲ 16 💬 1

GST-Bench: Can VLMs Develop Global Spatial Awareness from Video?

▲ 16

Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus

▲ 16 💬 2 ★ 5

Training Leaves Traces: Centered Residual Signatures for Language Model Lineage Verification

▲ 16 💬 1

StreamPI: Streaming Multimodal Temporal Modeling for Vision-Language-Action Models

▲ 16 💬 1 ★ 23

Zero-WAM: In-Context World-Action Modeling from Human Videos for Open-Ended Task Generalization

▲ 16 💬 1 ★ 127

Enhancing Rubric-based RL via Self-Distillation

▲ 15 💬 1

DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents

▲ 15 💬 1 ★ 1

AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing Abilities

▲ 15 💬 1 ★ 5

HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark

▲ 15 💬 1 ★ 26

Understanding Cognition-Induced Risks in Agentic AI Systems

▲ 15 💬 1

MegaParts: Scaling Part-Aware 3D Object Generation to 300 Parts via Token-Efficient Autoregressive Modeling

▲ 15 💬 1 ★ 513

Decision-Metric Alignment in Latent World Models: Diagnostics and Action-Conditioned Objectives for MPC Planning

▲ 15 💬 1

Looped Language Models Improve Compositional Tool Calling

▲ 15

Beyond Correctness: Benchmarking and Aligning Response Behaviors in Hybrid-Thinking MLLMs

▲ 15 💬 2

ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction

▲ 15 💬 1

Can Large Language Models Execute Parent Orders?

▲ 14 💬 2 ★ 10

3DZip: Spatial-Aware Feature Diversity-Guided Token Compression for 3D Question Answering

▲ 14 💬 2 ★ 13

GROVE: Growing and Reasoning over Temporally Stratified Memory from Streaming Video Experience

▲ 14 💬 1

DyPES-VLA: Learning Shared Dynamics Priors and Embodiment-Specific Control for Cross-Embodiment Manipulation

▲ 14

World-to-Wrist: Task-Conditioned Future Wrist Modeling for Fine-Grained Robot Manipulation

▲ 14 💬 1 ★ 9

YOLO-PEFT: Parameter-Efficient Fine-Tuning on YOLO Family

▲ 14 💬 1

StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding

▲ 14 💬 1 ★ 6

Every Coin Has Two Sides: On the Dual Nature of Generalization in On-Policy Distillation of Large Language Models

▲ 14 💬 1

ReWorld: An Interactive World Model with Long-Horizon Memory

▲ 14 💬 1 ★ 22

Video-IFBench: Evaluating Instruction Following of Multimodal LLMs in Video Understanding Scenarios

▲ 14 💬 1

Code World Model: Coding Agent as World Brain

▲ 14

Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

▲ 14 💬 1

MemHarness: Memory Is Reconstructed, Not Replayed

▲ 13 💬 2 ★ 5

ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction

▲ 13

LeapTalk: Breaking the Latency-Quality Trade-off in Talking Head Generation

▲ 13 💬 1 ★ 12

GRNEdit: Efficient General Video Editing from a New Binary-Evidence Perspective in Generative Refinement Networks

▲ 13 💬 1 ★ 4

FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents

▲ 13 ★ 13

Scaling Creative Writing Beyond Story-Centric Data with Attribute-Guided Genre Expansion

▲ 13 💬 1

Thinking in a Low-Resource Language: What SFT Builds, What RL Fixes, What Accuracy Cannot See

▲ 13 💬 3

Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization

▲ 13 💬 1

SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?

▲ 13 💬 1 ★ 22

Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

▲ 12 💬 2 ★ 1

INTACT: Isomorphic Intent-to-Action Learning for Search-Free World Models

▲ 12 💬 3 ★ 71

StyleForge: Indoor Furniture Styling by Counterfactual Reasoning in a Hypergraph Field

▲ 12 💬 1

DreamTraj: Generating 6-DoF Object Trajectories by Reading Unrendered Video Diffusion Latents

▲ 12 💬 1

ExplainBench: Evaluating Code Explanations from Agents

▲ 12 💬 2

K-EXAONE 2.0 Technical Report

▲ 12

When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents

▲ 12 💬 1

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

▲ 12 💬 1

DCAS: Decoupling CLI Agent Scaffolding to Internalize Planning across Scaffolds

▲ 12 💬 1

CPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing

▲ 12 💬 1 ★ 6

Ventor-QTest: Threat-Model-Driven Verification of Vendor-Hosted LLM APIs

▲ 12 💬 1

SoftVTBench: A Deformation-Aware Visuo-Tactile Dataset and Benchmark for Deformable-Object Manipulation

▲ 12 💬 1

The More Popular, The Harder to Forget: Adaptive Popularity for LLM Unlearning

▲ 12 💬 1

V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning

▲ 12 💬 1 ★ 12

Are Android GUI Agents Robust Against Runtime Anomalies? AnTrap: Evaluating Agents in Dynamic Adversarial Environments

▲ 12 💬 1 ★ 4

The Handoff Tax: Continuing Non-Native Trajectories in LLM Agents

▲ 12 💬 1

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation

▲ 11 💬 2 ★ 65

Evaluation-Verification Reward for Consistent Multi-Reference Image Editing

▲ 11

ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?

▲ 11 💬 3 ★ 2

HelloWorld: Enabling Socially Interactive Characters in Video World Models

▲ 11 ★ 9

Self-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation Models

▲ 11 💬 1 ★ 1

UniSwap: Streaming Audio-Visual Identity Swapping for Talking Videos

▲ 11 💬 1 ★ 10

R^3-Bench: LLMs Struggle with Resource-Rational Reasoning under Shared Budgets

▲ 11 💬 1 ★ 2

Agent Lightning v1.0: Towards Harnessed Agentic RL

▲ 11 💬 1

ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models

▲ 11 💬 1 ★ 76

GameXpert-Bench: How Far Are Coding Agents from Expert Game Development?

▲ 11

Best Practice Critic Optimization

▲ 11 💬 1 ★ 4

On-policy Distillation with Verifiable Reward

▲ 11 ★ 9

Rubrics as Visual-Repair Context for Self-Evolving UI-to-Code Generation

▲ 11 💬 1

LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger

▲ 10 💬 2

Poplar: A Scalable Pipeline for Human-Centric Image Dataset Synthesis

▲ 10 💬 3 ★ 5

FocusMem: Factorizing Content, Readout, and Trust in Latent GUI Memory

▲ 10 💬 1

CalibForge: Adversarial Solver Calibration for Scaling Learnable Terminal Tasks

▲ 10 💬 1 ★ 4

When Activation Oracles Learn Not to Read: Concept-Specific Blind Spots in Fine-Tuned Oracles

▲ 10 💬 1

LiveAnimate: Stable Long-Form Streaming Human Animation in Real-Time

▲ 10 💬 1 ★ 14

PRM-as-a-Judge 1.5: A Toolkit for Robot Process Assessment

▲ 10 💬 1 ★ 5

Improving the matrix multiplication exponent with modern optimization and AlphaEvolve

▲ 10

EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking

▲ 10 💬 1

A Programming Paradigm for Spatiotemporal Composability

▲ 10

Echoverse: Deep, Evolving Environments for Training Computer-Use Agents at Scale

▲ 9 💬 2 ★ 13

ScrambleToolBench: Agents Search Exhaustively Even When Their Own Map Points to the Next Step

▲ 9 💬 1

MiniWorld: Democratizing the Training of Video World Models from Scratch

▲ 9 💬 1 ★ 21

Decoding Children's Gait Behavior

▲ 9 💬 1 ★ 2

Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements

▲ 9 💬 1

SKILL-KD: Contrastive Skill Distillation for LLM Agents

▲ 9 💬 1

Efficient Knowledge Distillation for LLMs: Offline Top-K Logits and a Fused Chunked KL Loss

▲ 9 💬 2 ★ 3

Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning

▲ 9 💬 1 ★ 3

Latent On-Policy Self-Distillation

▲ 9 💬 1 ★ 31

Claim-Level Reliability Assessment for Efficient Test-Time Reasoning

▲ 9 💬 1 ★ 2

Modular Cognitive Architecture Emerges in Large Language Models

▲ 9 💬 1 ★ 69

TRACE-Bench: Decomposing and Diagnosing Multi-Reference Image Generation

▲ 9 💬 1

VideoGAIA: A Benchmark for General AI Assistants on Agentic Video Understanding

▲ 9 💬 1 ★ 5

CoinVE-200K: A Large-Scale High-Quality Dataset for Compositional Instruction-Guided Video Editing

▲ 9 💬 1 ★ 3

Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents

▲ 9 💬 1

Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses

▲ 9 💬 2 ★ 7

Multi-Head Attention Residuals

▲ 8 💬 3 ★ 5

When Agents Learn to Be You: Benchmarking Privacy Leakage, Impersonation Risk, and Defenses in Persona Skills

▲ 8 💬 1 ★ 1

WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models

▲ 8 💬 1

OPD-V: Visual On-Policy Self-Distillation with Modality Balance

▲ 8

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding

▲ 8 💬 1

Self-Evolving Embodied Agents via Skill-Harness Evolution

▲ 8 💬 1

Full-bandwidth transformer

▲ 8 💬 3

PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments

▲ 8 💬 1 ★ 2

From Corpora to Co-Evolving Capabilities: Capability-Centric Data Design for Generalist Image Generation

▲ 8 💬 1

TinyCast: Probabilistic Zero-Shot Forecasting with Computed Periodicity

▲ 8 💬 2 ★ 2

NARU: A Benchmark for NARrative Evolution and Cultural Nuance Understanding in Japanese Extreme Long Video

▲ 8 💬 3 ★ 3

UniSpace: Unified Visual Representation and Scalable Multimodal Modeling

▲ 8 💬 1 ★ 5

Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMs

▲ 8 💬 3

One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows

▲ 8 💬 1 ★ 20

Game2World Engine: Unlocking In-the-Wild Gameplay Videos for World Model Training

▲ 8 💬 1 ★ 1

From Seeing to Acting: Smart Glasses as First-Person Intelligence Platforms

▲ 8 💬 1 ★ 13

WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution

▲ 8

ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow

▲ 7 💬 1 ★ 11

RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems

▲ 7 💬 1 ★ 1

Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures

▲ 7 💬 1

BridgeVLA++: A Data-Efficient, Generalizable, and Memory-Augmented Vision-Language-Action Framework for 3D Manipulation

▲ 7 💬 1

Poly-OPD: Heterogeneous Multi-Teacher On-Policy Distillation for Capability-Selectable Flow Models

▲ 7 💬 2

Lossless Tensor Compression as Program Synthesis

▲ 7 💬 1 ★ 1

PaDoc: Layout-Grounded Parallel Decoding for Document Parsing

▲ 7 💬 1 ★ 2

Uncertainty-Aware World Model for Aerial Image-Goal Navigation

▲ 7 💬 2 ★ 4

Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression

▲ 7 💬 2 ★ 2

Douyin Multimodal Embedding Model Technical Report

▲ 7 💬 1

Forecast Collapse in Time-Series Foundation Models

▲ 7 💬 1

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

▲ 7 💬 2

Multimodal Model Diffing for Feature Discovery and Control

▲ 7 💬 1

τ_0-VLA: a Hierarchical Robot Foundation Model with World-Model-Guided Test-Time Computation

▲ 7 💬 2 ★ 518

AutoResearch: Insight In, Hallucination Out

▲ 7 💬 1 ★ 64

Beyond Imitation: Filtering On-Policy Distillation by Reasoning Progress

▲ 7 💬 1

Meta^n: Recursive Self-Improvement through Emergent Depth

▲ 7

Luce: Relightable Gaussians for 3D Asset Generation

▲ 7 💬 2

Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability

▲ 6 💬 2

Relax Within, Balance Across: Geometry-Guided Load Balancing for Vision-Language Mixture-of-Experts

▲ 6 💬 1 ★ 1

Push-Wiper: Toward General-Purpose Robotic Cleaning across Varied Stains and Surfaces with Segmented Pushing Trajectories

▲ 6 💬 1

ST-WAM: Semantic-Temporal World Action Model for Robust Manipulation under Visual Distribution Shifts

▲ 6 💬 1 ★ 8

UniWorld-View: Large-Baseline View Synthesis via Video Diffusion Models

▲ 6 💬 1 ★ 100

Addressable Memory for Video World Models

▲ 6

Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors

▲ 6 💬 2 ★ 9

From Synthesis to Removal: Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection

▲ 6 💬 1

ToolHazard: Scaling Adversarial Environments for Security Evaluation and Alignment of LLM-based Agents

▲ 6 💬 1 ★ 5

The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images

▲ 6 💬 1 ★ 1

H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models

▲ 6 💬 1

An AI4AI Framework for Visual Token Pruning

▲ 6 💬 1

HarnessRisk: A Lifecycle-Oriented Benchmark for Agent Harness Safety

▲ 6 💬 1 ★ 5

From Sequence to Structure: Relational Uncertainty Propagation for LLM Agents

▲ 6 💬 1 ★ 1

SkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback

▲ 6 💬 2

GOAG: Generative and Object-Agnostic Grasp Planner for Dexterous Robotic Manipulation

▲ 6 💬 2 ★ 3

CoToGrasp: Contact-Topology-Conditioned Dexterous Grasp Synthesis via Canonical Workspace Learning

▲ 6 💬 2 ★ 4

The Embedder's Dilemma: LLMs Are Better, but at What Cost?

▲ 6 💬 2

QuoteBench: How Matched Scores Can Hide Command-Path Failures

▲ 6 💬 2 ★ 3

Partition the Support, Reconstruct the Residual: Training-Free Sparse Attention for Video Generation and World Models

▲ 6 💬 1 ★ 14

Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection

▲ 6 💬 1 ★ 7

Magpie: Real-Time World Renderer for Interactive Games

▲ 6

Procedura: Agentic 3D Modeling with Procedural Control

▲ 6 💬 1 ★ 63

CaRGo-T: Causal Reasoning Graph-of-Thought improves Multimodal Humor Comprehension

▲ 6 💬 1

CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes

▲ 6 💬 2

RestoreKV: Recovering Full-Cache Behavior Under Aggressive Query-Agnostic KV Cache Eviction

▲ 5 💬 1

Agent Against Agent: An Agentic System for Automatic Prompt Injection Red Teaming

▲ 5 💬 1 ★ 2

Consistency-Driven Co-Evolution for Self-Supervised Cross-Representation Learning

▲ 5 💬 1

TriGlue: a Biology-Inspired Generative Model for Generating Molecular Glue-Induced Ternary Complex

▲ 5 💬 1 ★ 2

Modular TTT: Rethinking Test-Time Training as Composable Modules

▲ 5

Skaling: Chinchilla's Exponents Meet Kaplan's Coupling

▲ 5

Small Foundation Models of Human Cognition and Behaviour

▲ 5 💬 2 ★ 3

AVA-Encoder: Towards Agent-Native Video Representation Learning

▲ 5 💬 1

Scaling Domain Data Repetition in LLM Pretraining

▲ 5 💬 1

LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure

▲ 5 💬 1

AnyTalk: Speech Animation for Arbitrary Characters Leveraging a Video Generation Model

▲ 5 💬 1 ★ 1

NaviDC-OCR: Navigating Document Parsing Across Digital and Camera-Captured Documents

▲ 5 💬 1 ★ 20

Repo0: Design-Driven Zero-to-All Code Generation

▲ 5 💬 1

Listening Forward: Next Patch Embedding Prediction Enables Scalable Audio Learners

▲ 5 💬 1 ★ 2

AgentMercury: Your Agent Can Synthesize Verifiable Environments for Business Scenarios at scale

▲ 5 💬 1

Llama-Mobile: Efficient 2.7-Bit Quantization of VLMs

▲ 5

LongWoF-Bench: Evaluating EvoMap Genes for Verifiable Long-Workflow Tasks

▲ 5 💬 1

Better Retrieval, Worse Robustness:How Multi-hop RAG Amplifies Upstream ASR Errors

▲ 5 💬 1 ★ 2

MA-VLA: Multi-Arm Vision-Language-Action Model for Collaboration and Compositional Generalization

▲ 5 💬 1 ★ 6

Gated Recurrent Transformers: Expressive Depth through Recurrent Modulation

▲ 5 💬 4 ★ 2

CaSKG: Counterfactual-Causal Skill Graphs for Scalable Agent Skill Retrieval

▲ 5 💬 1

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes

▲ 4 💬 2 ★ 2

EMBL AI Librarian: Life-Sciences Knowledge Layer for AI Agents

▲ 4 💬 1 ★ 8

RL^2-VLA: Adaptive RL Latent Compositional Steering with Test-Time Scaling for Vision-Language-Action Models

▲ 4 💬 2 ★ 8

ICDAR 2026 Competition on Information Extraction from Atomic Layer Deposition/Etching (ALD/E) Scientific Figures

▲ 4 💬 1 ★ 4

When Attention Goes Blind: Numerical Failure in ALiBi Positional Encodings

▲ 4 💬 1

PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

▲ 4 💬 1 ★ 1

The Optimizer Is the Agent: Reasoning-Driven Search across Prompts, Programs, and ML Workflows

▲ 4

Characterizing the Quality Profile of AI-Generated C++ in Production

▲ 4

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

▲ 4

Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems

▲ 4 💬 1 ★ 2

Verifier-Induced Support Reshaping in On-Policy Optimization

▲ 4 💬 1 ★ 2

ConceptFormer: Learning Adaptive Latent Concepts for Query-Document Alignment in Visual Document Retrieval

▲ 4 💬 1 ★ 3

ENTLORE: A Graph-Grounded Benchmark for Latent Organizational Reasoning in Enterprise Question Answering

▲ 4 💬 1 ★ 2

Abra: Scaling Diffusion Image Training

▲ 4

Energy-Guided Flow Matching

▲ 4 💬 1 ★ 15

FlashPrefill V2: Block-Sparse Prefill Attention for Long-Context LLM Serving

▲ 4 💬 1 ★ 1

Towards Faithful Simulation of Human Shopping Behavior

▲ 4 💬 1

Daedalus-150M: A Convolution-Attention Hybrid Designed for CPU Inference

▲ 4 💬 2 ★ 1

Human-Centric Intelligence in the Era of Foundation Models: A Survey

▲ 4 💬 1 ★ 12

One Polluted Page Is Enough: Evaluating Web Content Pollution in LLM Recommenders

▲ 4 💬 1

TileMix: Tile-Centric Mixed-Precision Attention for LLM Inference Acceleration

▲ 4 💬 1

LAION-BVD: A 10-Million-Hour Open Video Dataset for Multimodal Pre-training

▲ 4

AgentRoom: Concurrent Multi-Agent Coding in a CRDT-Backed Shared Workspace

▲ 4 💬 1

Automata from Agent Traces: Failure and Next-Step Prediction

▲ 4 💬 1

Stream4D: 4D-Consistency for Streaming Autoregressive Diffusion Video Models

▲ 4 💬 1

Pushing the Limits of High-Resolution Weather Forecasting through Data Scaling

▲ 4 💬 1

Thinking on Shots: Consistent Multi-Shot Video Editing with Agentic Reasoning

▲ 4 💬 1 ★ 2

Harness-G: A Graph-Structured Harness for Search Agents

▲ 3 💬 2 ★ 8

OmniScope: Modality-Decoupled Token Compression for Omnimodal Large Language Models

▲ 3 💬 2 ★ 3

Is Deep Research Reliable? Misleading Knowledge Induces False Conclusions

▲ 3 💬 2

AI Tour Meeting: Group Travel Planning by LLM Agents

▲ 3 💬 2

One Future, Every Robot: Label-Efficient Collective-State Prediction with Decentralized JEPA

▲ 3 💬 1

Loud or Silent? A Reusable Framework for Per-Modality Failure Analysis in Multimodal Clinical AI

▲ 3 💬 1 ★ 5

Zero-Mem: Zero-Token Memory Operations for LLM Agents

▲ 3 💬 1

Compute Globally, Materialize Locally: The Memory Contract of Sparse Event-KV

▲ 3 💬 1 ★ 2

Multi-Task Multi-Frame Visual Piano Transcription

▲ 3 💬 1 ★ 3

ARCHead: Activation-Metric Residual Correction for Large Language Model Output Heads

▲ 3 💬 1 ★ 3

Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation

▲ 3 💬 1 ★ 40

Self-Evolving Coding Agents

▲ 3 💬 1 ★ 7

ContextMaster: Interactive Multi-Shot Video Creation via Fixed-Budget Sparse Context Routing

▲ 3 💬 1

Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

▲ 3 💬 1

Zero Gap Is Not Restoration: Stratified Per-Question Probability Evaluation and Step-wise Mitigation of Benchmark Contamination

▲ 3 💬 1

Do AI Personas Grow? Analyzing and Benchmarking Personality Evolution in LLM Agents After Life Events

▲ 3 💬 1

When Privileged Guidance Misaligns: State-Matched Routing and Contextualized Self-Distillation for Multi-Turn Agents

▲ 3 💬 1 ★ 1

Simplex Relaxation for Discrete Diffusion

▲ 3 💬 1

Agent Safety Should Be a Runtime Contract

▲ 3 💬 1

LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation

▲ 3 💬 1 ★ 1161

Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing

▲ 3 💬 1

SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models

▲ 3 💬 1 ★ 1

Dion3: Full-Stack Orthogonal Updates

▲ 3 💬 1

UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations

▲ 3 💬 1

Prior Audit-Repair Context Shifts LLM Verifier Thresholds Toward Leniency

▲ 3 💬 1

GS-Voxel: Fitting-Free Structured Latents for Large-Scale 3DGS Generation

▲ 3 💬 2

MathForm: Scaling Mathematical Autoformalization with Knowledge Retrieval and Verification-Guided Refinement

▲ 3 💬 1 ★ 3

Inject, Align, Recover: Staged Post-Training for Retrieval-Free Document Knowledge Internalization

▲ 3 💬 1

EXIMO: VLM Guided Exploration of VLA Policies

▲ 3

The Laws of Context Allocation: Causal Measurement and Closed-Loop Orchestration in Generative Search

▲ 3 💬 1

Industrial-Instruction: An End-to-End Framework for Building Instruction-Tuning and Benchmark Datasets from Industrial Technical Reports

▲ 3 💬 1

Same Agent, Different Answers: A Repeat-Aware Audit of Corpus-Induced Answer Churn in Retrieval-Augmented QA

▲ 3 💬 1

RIBOSPAN: A Long-Context RNA Foundation Model for Versatile RNA Modeling

▲ 3 💬 1 ★ 7

Hybrid Quantum-inspired Kolmogorov-Arnold Networks for Privacy-Aware Federated Biosignal Learning

▲ 3 💬 1

CAFE: Self-Improving Search Agents Need Co-Evolving Feedback

▲ 3

Length-Adaptive Decoding for Masked Diffusion Machine Translation

▲ 3 💬 1 ★ 2

DREAM Technical Report

▲ 3 💬 1

Skill Issue: Are Skills Language-Invariant in LLMs?

▲ 3 💬 1 ★ 421

Prefix Sliding for efficient test-time scaling

▲ 3 💬 1 ★ 1

RetrievalRouter: Joint Modality and Architecture Selection for Document Retrieval

▲ 3 💬 1

Aphanta: Diagnosing Task-Aligned Image-Edited Intermediates for Multimodal Reasoning

▲ 3 💬 1

TacForcing: Streaming Action Generation with Execution-Time Tactile Feedback

▲ 3 💬 2

Beyond Geometric Complementarity: Coherent Overlap in Sparse Mixture-of-Experts Routing

▲ 2 💬 2

ReToken: One Token to Improve Vision-Language Models for Visual Retrieval

▲ 2 💬 1 ★ 4

Fairness Pruning: Locating Demographic Bias in GLU-MLP Layers via Differential Activations

▲ 2 💬 3

Toward Robust and 3D-Aware RGB-NIR Imaging in the Dark

▲ 2 💬 3 ★ 1

SULAND v2: A Refined RGB Dataset and Deep Learning Object Detection Benchmark for UAV/UGV-Based SUrface LANDmine Detection Under Domain Shift

▲ 2 💬 1 ★ 2

Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm

▲ 2 💬 1

Not All Tokens Deserve Equal Credit: Counterfactual Sensitivity Credit Reallocation for Long-CoT Reasoning

▲ 2 💬 1

Wnuan: Staged Post-Training for Question Answering over Proprietary Enterprise Knowledge

▲ 2 💬 1

When Many Answers Are Valid, Voting Fails: Symbolic Verification for Best-of-K Causal Reasoning in LLMs

▲ 2 💬 1

LegalPincite: Multi-level Legal Information Retrieval Dataset

▲ 2 💬 1

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models

▲ 2 💬 1

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack

▲ 2 💬 1

EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal

▲ 2 💬 2

Invisible Shortcuts: Why Vision Encoders Know Your Camera

▲ 2 💬 1

PrivacyPeek: Auditing What LLM-Based Agents Acquire, Not Just What They Say

▲ 2 💬 1 ★ 3

Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle

▲ 2 💬 1

Persistent Recursive Worlds Enable Autonomous Software Evolution

▲ 2 💬 1 ★ 12

MBA: Multimodal Benchmark and Agents for Real-World Business Ideation

▲ 2 💬 1 ★ 3

AutoWorldModel-Bench: A State-Centric Benchmark for Automated World-Model Research

▲ 2

Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop

▲ 2 💬 1

Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation

▲ 2 💬 1

Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning

▲ 2 💬 1 ★ 1

A Pathway to General-Purpose Scientific AI: Multimodal Comprehension of Scientific Images

▲ 2 💬 1

Nanbeige4.2-3B on Apple Silicon: Fixing Deployment Bugs and Decreasing Looped Transformer Memory Overhead

▲ 2 💬 1 ★ 1

Amplified Does Not Mean Predictive: Reasoning Behaviors in Thinking Models

▲ 2 💬 1

Drive, Pack, Fly: The Travelling Thief Problem with Drone

▲ 2 💬 1 ★ 3

Gathered, Not Admitted: How Attention Brings a Latent Variable into Verbalizable Form

▲ 2 💬 1

DumpsterCluster: From Dumpster Diving to Serving LLaMA-70B on $60 GPUs

▲ 2 💬 1

Plausible but Not Valid: A Psychometric Audit of LLMs as Synthetic Survey Respondents

▲ 2 💬 1

Security Assessment of DeepSeek Harness with A.I.G: Evaluating Resistance to Indirect Prompt Injection

▲ 2 💬 1

StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows

▲ 2

aDSL: Agentic 3D Creation via Joint Agent-Program Design

▲ 2

Dynamic Multi-Byte Prediction With Hierarchical Language Models

▲ 2 💬 1

Personalized Auto-Research: Towards a True AI Co-Scientist

▲ 2 💬 1

SkillGate: Training In-Policy Skill Selection in Long-Horizon Agents

▲ 2 💬 2

LLMs Get Smarter from Targeted Synthetic Multilingual Data

▲ 2 💬 1

Bounded Agents: Delegation Security for Multi-Agent AI Systems

▲ 2 💬 1 ★ 2

Temporal Multi-Signal Fusion for Token-Level Hallucination Detection

▲ 2 💬 1

Towards Quantifying Benchmark Optimization in ASR Models

▲ 2 💬 1 ★ 1

PolicyGuide: From Guarding One Action to Guiding the Whole Workflow for Policy-Compliant LLM Agents

▲ 2 💬 1

Chain-of-Experience for Continual LLM Improvement

▲ 2 💬 1

FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills

▲ 2 💬 2 ★ 7

CLEAR: Continuous Latent Adapter Routing for Utility-Preserving LLM Safety Alignment

▲ 2 💬 1

Peer-Voted LLM-Agent Stress Tests Find Feed-Induced Lexical Convergence but No Reliable Matched-Exposure Advantage for Distributed Sources

▲ 2 💬 1

Hydra-0: Action Flow for Generalist World Modeling and Control

▲ 2 💬 1

From Generation to Simulation: How Far Are World Models from Being True Simulators?

▲ 2 💬 1 ★ 3

ClawProBench: Trace-Aware Evaluation of AI Agents with Runtime Coverage and Frozen Workplace-Style Holdouts

▲ 2 💬 2 ★ 822

MoTE: Mixture of Task Experts for Multi-Task Video Understanding

▲ 2 💬 1

TorchMorph: CUDA-accelerated Morphological Transforms

▲ 2 💬 2 ★ 1

Autonomous Mathematical Discovery in an Open-World Multi-Agent Environment

▲ 2 💬 1 ★ 2

LibriBrain100: One Hundred Hours of Broad and Deep MEG Data for Neural Speech Decoding at Scale

▲ 2 💬 1 ★ 13

FIRM-Video: Check Before You Score for Reliable Text-to-Video Reward Modeling

▲ 2 💬 1

A Modular Agent for Reliable and Auditable Spatial Relation Verification in CT Scans

▲ 2 💬 1

EditaLive! Unified Character Video Editing for Live Streaming

▲ 2 💬 1 ★ 6

What Does an Evaluation License? A Commit-Bound Census of Claim-Relative Inference in Inspect Evals

▲ 2 💬 1

Safeguards Based on Copyable Context Cannot Provide Reliable Safety for LLMs

▲ 1 💬 1

In the Driver's Seat: A Multi-Company Study on the Reality of Autonomous Driving System Testing

▲ 1 💬 1

GEOID-Flood: A Large-Scale Multi-Modal Benchmark Dataset for Flood Segmentation

▲ 1 💬 1 ★ 1

SG-WAM: Self-Guided World Modeling in Geometry-Aware Policy Space

▲ 1 💬 1

A Frozen Pixel-Space Diffusion Model Can Guide Itself with Its Own Samples

▲ 1 💬 1 ★ 2

Seeing or Knowing? Visual Context Sensitivity in Multimodal Large Language Models

▲ 1 💬 1

ReflectRL: Learning from Golden Negative Trajectories via Reflective-to-Direct Reasoning

▲ 1 💬 1 ★ 1

ChronoLens: Measuring Language Change Across Time, Languages, and Linguistic Levels

▲ 1 💬 1

Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers

▲ 1 💬 1

Can MLLMs Decode the Creative Leap? Introducing C4 for Cross-Concept Understanding

▲ 1 💬 1

Towards Interpretable Foundation Models for Retinal Fundus Images

▲ 1 💬 1

FATE: Frame-Level Audio-Visual Temporal Embedding

▲ 1 💬 1 ★ 7

Hand Visibility Detector: Per-Keypoint Visibility Estimation for Hands

▲ 1 💬 1 ★ 30

Parameter Exploration for RLVR via Variational Learning

▲ 1 💬 1

NeuPAT: Neuron-aware Plasticity Allocation Tuning for Language-Preserving MLLMs

▲ 1 💬 1

AtlasVLA: Persistent World-Ego State Modeling for Vision-Language-Action Models

▲ 1 💬 1

Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity

▲ 1 💬 1

Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

▲ 1 💬 3

SPARGen: Unifying Spatial Perception and Reasoning through Native Multimodal Generation

▲ 1 💬 1

Who Speaks Matters: Authority-Aware Multi-View RAG over Italian Parliamentary Proceedings

▲ 1 💬 1 ★ 2

UNMASK: Discovering and Causally Verifying Spurious Shortcuts in Text Classifiers

▲ 1 💬 2

A Plug-and-Play 2D Motion Interface for Real-World Motion Language Models

▲ 1 💬 1 ★ 1

WorldRover: A Scalable Synthetic Video Data Engine for World Exploration with Rich Annotations

▲ 1 💬 1

When Context Bites: Detecting RAG Poisoning via Document-Level Attention Collapse

▲ 1 💬 1

Position: AI Agents in Scientific Teams Should Be Studied as Human-Agent Systems

▲ 1 💬 1

Valid Per-Field Selective Risk Control for Document Extraction: Three Failure Modes, a Validity Ladder, and When Conditioning Pays

▲ 1 💬 1

Unifying Graph Neural Networks Through a Common Layer Equation

▲ 1 💬 1

PhysCaP: Grounding Code-as-Policy Agent with Physics-Informed Exploration

▲ 1 💬 1

FlavourBench: Ranking Frontier Language Models with Executable Culinary Ground Truth

▲ 1 💬 1 ★ 4

Hadith computational science in the age of large language models: a critical narrative review

▲ 1 💬 1

WorldToken: Time-First Sequence Modeling for Robotic Imitation Learning

▲ 1 💬 1

EXPL-FR: Explaining Face Recognition Models via Vision-Language Alignment

▲ 1 💬 1

Tomatoes, Potatoes, and Onions: Questioning the Need for Faces in Face Presentation Attack Detection

▲ 1 💬 1

Super Star: Towards Streaming Real-time Interactive Agents for Digital Humans

▲ 1 ★ 6

AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition

▲ 0 💬 2

Pedestrian Archetypes Extension -- More Pedestrian Models for Autonomous Vehicle Safety Testing

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Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning

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SGTP: Sampling-based Game-Theoretic Planning for Real-Time Multi-Vehicle Autonomous Racing

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CURV: Enhancing Chart Understanding Through Curriculum Visual Grounded Reasoning

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Capek 0.5: An Execution-Centric Vision-Language Model for Embodied Intelligence

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OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction

▲ 0 💬 1 ★ 8

Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control

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PixSDS: Why Latent SDS Makes Noisy Pixels

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CW-BASS v2: Saturation-Aware Pseudo-Label Selection for Semi-Supervised Segmentation under Foundation-Model Teachers

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TailBooster: A Dual-Layer Generative Framework for Extreme Value Augmentation with Operational Validity Enforcement

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RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections

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From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs

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Mitigating Gender Bias in English to Romanian Machine Translation

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Generation as Auxiliary Supervision: Enhancing Visual Understanding at Zero Inference Overhead via Decoupled Embedding Prediction

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StreamOPD: A Post-Training Recipe with Spatio-Temporal Cue Gating for Streaming Video Understanding

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HiFi-BRep: High-Fidelity Latent Representation for Robust B-Rep Generation

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Prototype-Rectified Iterative Self-supervised Manifold Denoising under Severe Acoustic Shift

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SPK: Eliciting Structured Prior Knowledge for Interpretable Out-of-Distribution Detection in Real-Time Object Detection

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Latent Action as Intention Enables Efficient Future Imagination for World Action Models

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Real-TurnTurk: A Multimodal Turkish Corpus for Turn-Taking Prediction

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