每日论文 Daily Papers

来自 Hugging Face 与研究社区 · 中英对照

Daily Weekly Monthly

‹ 2026-10-19 ~ 2026-10-25 ›

跳转日期： 10-28 35 10-27 31 10-24 50 10-23 52 10-22 60 10-21 64 10-20 64 10-17 83 10-16 74 10-15 99 10-14 22 10-13 58 10-11 4 10-10 68 10-09 61 10-07 72 10-03 82 10-02 84 10-01 86 09-30 95 09-29 31 09-27 22 09-25 29 09-24 23 09-23 30 09-22 30 09-20 1 09-19 23 09-18 23 09-17 24

WeVisOne-VL: Unified Visual Perception from Objects to Pixels

▲ 226 💬 2 ★ 88

Has GPT-6-Astra Achieved Embodied Intelligence?

▲ 182 💬 1 ★ 141

Matrix-Game 4.0: Harnessing Video Models for Real-Time Playable Game Worlds

▲ 175 💬 1

Focused Omni-Modal GUI Agents

▲ 171 💬 2 ★ 10

Scaling Parameter-Efficient Fine-Tuning for Brain Encoding

▲ 170 💬 1

BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business

▲ 168 💬 2 ★ 21

Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation

▲ 165 💬 2 ★ 1

Deep Search in Real-World Web Environments

▲ 152 💬 2 ★ 23

PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking

▲ 146 💬 1

Learning to Think and Explore in 3D World

▲ 140 💬 1

Ropedia W0: Scaling Loco-Manipulation World Models across Embodiments with Human Experience

▲ 139 💬 1 ★ 36

HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents

▲ 127 💬 2 ★ 29

Into the Unknown: Benchmarking AI agents on open scientific research problems

▲ 124 💬 1 ★ 14

LiveMACE: Process-Aware Evaluation of LLM Agent Capabilities in Evolving Markets

▲ 110 💬 1 ★ 4

Learning from Fleet Experience: A Collective Learning Paradigm for Robots

▲ 107 💬 2

MemT-1.0: Towards Memory-Native Evolution

▲ 104 💬 2 ★ 146

Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents

▲ 94 💬 2 ★ 4

Holi-World: Building Holistic World Intelligence from Human-Ego Experience

▲ 93 💬 2 ★ 4

S-Agent 2.0: Spatial Reasoning with a General Coding Agent

▲ 87 💬 1 ★ 12

EgoXperience: Learning World-Grounded Egocentric Representations from Human Experience

▲ 84 💬 2 ★ 9

ScaleNav: Scalable Internet Video Pretraining for Language-Conditioned Local Navigation

▲ 84 💬 2 ★ 37

SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum

▲ 75 💬 1 ★ 1

Editing Images into Reusable Layers via Compositional Edit-Prior Distillation

▲ 74 💬 2

OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory

▲ 73 💬 1 ★ 50

Speculative Sampling in Interactive Video Generation

▲ 68 💬 3 ★ 8

OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners

▲ 65 💬 1 ★ 3

Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition

▲ 61 💬 2 ★ 574

VLA-Rolling: Fewer Denoising Steps, Better Control via Adaptive Action Reuse

▲ 59 💬 1 ★ 9

CoEvo-RSI: When Harnesses Evolve, Which Models Should Follow?

▲ 58 💬 2 ★ 3

IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems

▲ 56 💬 2

Scene-Designer: Learning Design Intelligence for Agentic 3D Scene Generation

▲ 49 💬 2 ★ 12

Toward Recursive Self-Improvement in Physical AI

▲ 49 💬 2 ★ 15

SolarRenderer: Few-Step Generative Reference Rendering

▲ 42 💬 1 ★ 208

Learning the 4D World through Point Trajectory Forecasting

▲ 41 💬 1 ★ 17

Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language Models

▲ 40 💬 2

Self-Evolving Coding Agents via Harness-Policy Optimization

▲ 39 💬 3 ★ 15

OpenMobile-2: Building Versatile Mobile Agents with Scalable Environments and App-Native Tools

▲ 38 💬 2 ★ 27

CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents

▲ 36 💬 2 ★ 9

BridgeWAM: Bridging Video and Action Experts via Latent Bridge Queries

▲ 35 💬 2 ★ 22

From Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Research

▲ 35 💬 1 ★ 4

MT Forcing: Towards Stable and Consistent Multi-Turn Image Editing with Autoregressive Diffusion

▲ 34 💬 1 ★ 19

What Generation Knows: Unlocking Fine-Grained Understanding in Unified Multimodal Models

▲ 32 💬 2 ★ 28

Interlock: From Local Correctness to Task Completion in Long-Horizon Agents

▲ 31 💬 1

Correction Training for Diffusion Models

▲ 31 💬 1 ★ 67

Lexical Reference Frames: Interpreting LM Residual Streams in Native Semantics

▲ 30 💬 1 ★ 1

Tree-Aware Posterior Distillation for Long-Horizon Agentic Reinforcement Learning

▲ 29 💬 1

LaLa-World: Scaling Latent World Models with Natural Language Actions

▲ 29 💬 3 ★ 4

AnyGoal: On World Model Generalization Beyond Expert Rollouts

▲ 26 💬 1 ★ 5

SWIFT: Self-guided Weak-to-strong dIFfusion models via Target extrapolation

▲ 26 💬 1

FilmFlow: Agentic System for 3D Virtual Film Cinematography

▲ 26 💬 2

Self-Distilling Future Video Representations for World Action Models

▲ 26 💬 2 ★ 7

Xiaomi-Lens-0 Technical Report

▲ 25 💬 2 ★ 10

HarnessPro: Recursive Harness Self-Improvement with Pareto Optimization for Performance-Cost Trade-offs

▲ 25 💬 1 ★ 1

RoAR-VAE: Improving Latent Diffusability through Robust Prediction

▲ 25 💬 1 ★ 7

Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE

▲ 25 💬 3

Kronecker Delta Rule for Long Context Linear Attention

▲ 24 💬 2

MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents

▲ 24 💬 1 ★ 5

InfiniDream: Open-Ended Photorealistic 3D Worlds Through Procedural Generation

▲ 24 💬 1 ★ 25

Policy-Mask: Budget-Aware Adaptation of Diffusion Features to Discriminative Tasks

▲ 24 💬 2

RAP: A Dataset for Paper-to-Poster Generation via Declarative Markup from Human-Crafted Exemplars

▲ 23 💬 1 ★ 12

AdaExploreBench: Benchmarking LLM Agents for Proactive Exploration and Test-time Adaptation in Evolving Environments

▲ 22 💬 1 ★ 1

MMEnterprise-Bench: Evaluating Enterprise Agents over Evolving Multimodal Records

▲ 22 💬 2 ★ 11

Manga2Animate: An Agentic Framework for Faithful Manga Animation with Script and Storyboard Planning

▲ 21 💬 1 ★ 27

Execution Before Memory: Diagnosing Memory Failures in Video World Models

▲ 20 💬 1 ★ 10

LLM2R: From Large Language Models to 3D Reassemblers

▲ 20 💬 1

Joints, Camera, Action! Co-Generating 3D Motion and Video for Arbitrary Rigs

▲ 20 💬 1

DLite: History-free Speculative Decoding for Agentic AI

▲ 19 💬 1 ★ 36

RoboValue: A Fine-Grained Sim-and-Real Benchmark for Unified Evaluation of Robotic Value Models

▲ 19 💬 2 ★ 13

Specter: Fast MoE Inference via Quantization-Enabled Multi-Step Speculative Offloading

▲ 19 💬 2

Heartbeat Thinking: Speculative Reasoning and Tool Execution While Listening in Realtime Voice Agents

▲ 18 💬 1

Code2Video-Compass: A Comprehensive Benchmark for General-Purpose Code-Based Video Generation across T2V, I2V, and V2V

▲ 18 💬 2 ★ 5

BlenderWorld: Benchmarking Visual Agents for 3D Creation from Real-World References

▲ 17 💬 1 ★ 156

EvaOmni: An Evidence-Grounded Benchmark for Audio-Visual Reasoning

▲ 17 💬 1 ★ 19

RouteWeaver: Weaving Mode Selection and Execution into Unified LLM Routing

▲ 17 💬 2 ★ 2

Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research Reports

▲ 17 💬 2 ★ 12

OfficeTown: Generative Organizations for Evolving Agent Intelligence

▲ 16 💬 1

MOSS-Image Technical Report

▲ 16 💬 1 ★ 905

Where is Physical RSI capability from? An Observational Scaling Law of LLM-as-policy

▲ 16 💬 1

Evolving Agent Interfaces

▲ 16 💬 1

Painting Change Map as guidance for generating painting processes

▲ 16 💬 1 ★ 12

PhysSkin++: Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning

▲ 16 💬 1 ★ 35

Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems

▲ 16 💬 2

FineSplat: Fine Patches, Local Groups, Detailed Splats

▲ 15 💬 1 ★ 3

Evidence-First Agentic Verification

▲ 15 💬 1

AffordanceWAM: Affordance-Aware Joint World-Action Modeling for Robot Manipulation

▲ 15 💬 2 ★ 8

SpecKCast: Spectral Kalman Forecasting for Diffusion Acceleration

▲ 15 💬 1

Breaking Diffusion: Parallel Reasoning with Draft Refinement

▲ 15 💬 1

RLSplat: Resource-Linear Budget Control for Feed-forward 3D Gaussian Splatting

▲ 15 💬 2 ★ 8

Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought

▲ 15 💬 5 ★ 13

Can Visual Generation Expand What Unified Multimodal Models Know?

▲ 14 💬 1 ★ 2

DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses

▲ 14 💬 1 ★ 40

Think Visually Across Space and Time: Grounded Reasoning for Video Segmentation

▲ 14 💬 1

FlowState: Execution State as Memory for Long-Horizon LLM Agents

▲ 14 💬 2

From Short Clips to Real-Time Streams: Identity-Aware Supervision and Context-Efficient Generation for Video Face Swapping

▲ 14 💬 1 ★ 19

Cola2: Co-Adaptive Hierarchical Language Modeling with Continuous Semantic Compression and Balanced Discrete Generation

▲ 14 💬 2

DeOverlay: A Benchmark and Source-Anchored Flow for Video Overlay Removal

▲ 13 💬 1

Frechet Forcing: Training Long-Horizon Streaming World Models from Short Clips

▲ 13 💬 1 ★ 11

Event-STVG: Spatio-Temporal Video Grounding for Long-Form Event Reasoning

▲ 13 💬 1 ★ 3

Epi: Towards a Persistent, Self-Improving Agent for Autonomous Research

▲ 13 💬 1 ★ 9

DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems

▲ 13 💬 1 ★ 23

Stuck on Shuffle: On Attribute-Object Binding in Vision-Language Models

▲ 12 💬 1 ★ 1

Belief-Trajectory Energy: Measuring the Path to a Prediction

▲ 12 💬 1

State World Models: Execute the Rules, Generate the Pixels

▲ 12 💬 1 ★ 13

EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends

▲ 12 💬 1 ★ 4

RTAformer: Relation-Transition-Aware Transformer for Video Scene Graph Generation

▲ 12 💬 2 ★ 3

Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos

▲ 12 💬 2 ★ 5

Rethinking Sequence Compression with Test-time Regression

▲ 12 💬 3 ★ 12

SciΠvot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agents

▲ 11 💬 2

AgentVQA: A Unified Benchmark for Agentic Visual Understanding

▲ 11 💬 2 ★ 8

Harnessing Textual Refusal Directions for Multimodal Safety

▲ 10 💬 1

LIBERO-Industry: Benchmarking Robotic Manipulation under Industrial Process Constraints

▲ 10 💬 1 ★ 1

Learning to Discriminate Scene Structures Makes Self-Supervised Depth Learning Scalable

▲ 10 💬 1 ★ 8

Self-Evaluating Recursive Agents

▲ 10 💬 1 ★ 9

Good Judgment, Bad Advice: Decision-Model Controllers Raise Agent Cost Without Improving Success

▲ 10 💬 1

AnyGameRenderer: Entity-Consistent Generative Rendering Across Games and an Entity-Level Benchmark

▲ 10 💬 2 ★ 19

OS-Helix: Unifying GUI Interaction and Code Execution in Native Computer-Using Agents

▲ 9 💬 1 ★ 3

ACEdit: Stable Multi-Turn Image Editing via Asymmetric Conditioning

▲ 9 💬 1

EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents

▲ 9 💬 7 ★ 1

Unsupervised Tool Evolution for Coding Agents in Data-Lake Analytics

▲ 9 💬 1

HarnessRL: Co-Evolving Policies with a Just-in-Time Training Harness for Open-Ended RL

▲ 9 💬 1

Harness Self-Evolution for Long-Horizon Terminal Agents

▲ 9 💬 1

Large Flow Language Models

▲ 9 💬 1 ★ 4

OPMD: On-Policy Mechanism Distillation Beyond Output Supervision

▲ 8 💬 1

Towards Looped Models Done Right, Part I: Topology, Input Injection, Recurrent-State Design

▲ 8 💬 1

Evaluating Agentic Capabilities Before Post-Training: An End-to-End Approach

▲ 8 💬 1

MolLean: A Process-Verifiable Language for Chemical Reasoning

▲ 8 💬 2 ★ 3

Reading, Writing, Sharing, and Interacting with the World through Video

▲ 8 💬 1

AVC-Reward: Event-Centric Audio-Video Consistency Evaluation

▲ 7 💬 1 ★ 5

DuoDiscover: Scaling Autonomous Discovery Beyond the Evaluation Bottleneck

▲ 7 💬 1

PRISM: PRIvileged Sibling-guided Multi-Agent Topology Design

▲ 7 💬 1 ★ 2

Remembering Has a Price: Learning Memory Worth under Resource Constraints

▲ 7 💬 1 ★ 3

More Memory, Worse Agents: Error Reproduction and Anti-Persistence in LLM Agents

▲ 7 💬 1

RIDAR: Safeguarding Research Integrity in Autonomous Research Agents via Automated Detection and Runtime Intervention

▲ 7 💬 2 ★ 4

Inherited, Not Invented: Tracing the Provenance of Wait in Reasoning Models

▲ 7 💬 2

Dream2Discern: Learning from Hard Latent Variants for Runtime Failure Prediction in Multi-Agent Systems

▲ 6 💬 1 ★ 1

MorphAct: Robot Policies Morphing with the Worlds They Act In

▲ 6 💬 1 ★ 19

StopLoss: Teaching Agents to Predict Failure and Stop Early

▲ 6 💬 1

HandsOn: A Large-Scale Simulation Benchmark for Generalizable Dexterous Manipulation

▲ 6 💬 1 ★ 3

Competing Learning in Hybrid Architectures

▲ 6 💬 1 ★ 1

Factorization-Guided Training and Inference for Diffusion-Drafted Speculative Decoding

▲ 6 💬 1

World Model Interpretability: From Decoding Representations to Understanding Latent Worlds

▲ 6 💬 1 ★ 97

On the Fragility of Tasks under Composition: Implicit Budgeting in Language Models

▲ 6 💬 1 ★ 2

WinARDet: Compressed Window Auto-Regression for Long-Horizon Vision-Language Grounding

▲ 6 💬 1 ★ 17

HybridResearcher: Bridging the Structured-Unstructured Boundary for Deep Research Agents

▲ 6 💬 1

SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs

▲ 6 💬 5

MTEdit: Packed Trajectories Beat Rollouts for Multi-Turn Image Editing

▲ 5 💬 1

Embeddings Are Overpriced? A Frozen 16 MB Vocabulary for Small and Ternary Language Models

▲ 5 💬 2

FC-SWE: Failure-Conditioned RL for Long-Horizon Software Engineering Agents

▲ 5 💬 2

Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents

▲ 5 💬 1

Policy Is Not Capability: Some Safety Benchmarks Measure Which Definition of "Unsafe" You Trained On

▲ 5 💬 1

UniAVC: Unified Audio-Video Creation via Progressive Training and Asymmetric Scheduling

▲ 5 💬 1 ★ 6

Co-Evolving Acting and Forecasting for Language Agents

▲ 5 💬 1 ★ 12

PVBench: Quantifying Physical Plausibility in Video Generation with Object-Level Physical Measurements

▲ 5 💬 1 ★ 5

Muse Glimmer 30B: An On-Device Agentic Model

▲ 5 💬 1

λ_0: Scaling Open-World Egocentric Human Data for Humanoid Loco-Manipulation

▲ 5 💬 1 ★ 25

Beyond Compilation: Evaluating Faithful Natural-Language-to-Lean Statement Formalization

▲ 5 💬 1

What Makes a Good Unmasking Policy? A Controlled Study of Learned Unmasking in Diffusion Language Models

▲ 5 💬 3

F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D Category-Level Object Pose Estimation

▲ 5 💬 2 ★ 31

Failure Recovery via Belief Updates and World Modeling for Long-Horizon Agents

▲ 4 💬 1

PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews

▲ 4 💬 1 ★ 2

LEV: Thinking Fast and Deep with Looped Decision Models

▲ 4 💬 1 ★ 2

Game2Real-Bench: Do Toy Games Reveal and Transfer to Real-World Visual Reasoning?

▲ 4 💬 1 ★ 1

A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt

▲ 4 💬 1

ECHO: Efficient Causal Self-Recursion Beyond Auxiliary Multi-Token Prediction

▲ 4 💬 1 ★ 5

Training the Whole Agent, Not Just the Model

▲ 4 💬 1 ★ 1

OverSeer: Multi-Agent World Models Beyond What Agents See

▲ 4 💬 1

OmniCam: Omni-Camera Trajectory Generation via Geometry-Grounded Pose Token Learning

▲ 4 💬 1

Multimodal Reranking Is a System One Decision

▲ 4 💬 1 ★ 2

EMBER: Predicting TCR--pMHC Binding Without a Docked Complex

▲ 4 💬 1

Foundation4D: Towards a unified perception and reconstruction model for autonomous vehicles

▲ 4 💬 1

Skip the Compressor: Coding Agents Fix More Issues When They Pick Whole Files

▲ 3 💬 1

Resisting Harmful Instructions through Training-Free Weight Editing

▲ 3 💬 1

DAGFormer: Global Topology Prediction for Transformer Cross-Layer Connections

▲ 3 💬 1

Selection Is Not Learning: Choosing Model Futures

▲ 3 💬 1

ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models

▲ 3 💬 1 ★ 7

StopWatch: Goal Grounding for Object-goal Navigation

▲ 3 💬 1

Persistent Planar Memory for Video World Models

▲ 3 💬 1 ★ 6

Heterogeneous Agentic Coevolution

▲ 3 💬 1

N-Gram Memories at Two Bits: Quantizing Lookup Tables in Large Language Models

▲ 3 💬 1

ActionRoPE: action as coordinates for spatially consistent control in planar-camera game world models

▲ 3 💬 2 ★ 1

Sparse Feature Policy Unlearning Mitigates State Hallucination in Vision-Language-Action Models

▲ 3 💬 3

Vision-Language-Delta-Action: Learning Compact Deltas as Actionable Transition Interfaces for Robotic Manipulation

▲ 3 💬 1 ★ 695

HSPR: Recovering Software-Agent Benchmark Scores via Hierarchical Posterior Inference

▲ 3 💬 1

QD-Rec: Open-Ended Evolution of Recommendations via Quality-Diversity

▲ 3 💬 1 ★ 12

RSIFlow: Adaptive Self-Improvement Workflows with an Evolving Meta-Agent

▲ 3 💬 1 ★ 4

Slot-JEPA: Object-Structured Prediction Interfaces for Latent World Models

▲ 3 💬 1 ★ 1

HRoPE: Homography Relative Positional Encoding

▲ 3 💬 1 ★ 2

PhysLDM: Latent Diffusion for High-Fidelity Deformable Simulation

▲ 3 💬 1

HumanSkill-4D: Training-Free Language Querying of Animatable Gaussian Avatars in Space and Time

▲ 3 💬 1

TRACE: Tracking Multimodal Clinical Trajectories for Inpatient Risk Prediction

▲ 3 💬 1

The LLM-Attacker: A Unified Red-Team Framework for Privacy Evaluation of Split and Distributed LLM Systems

▲ 3 💬 2

Diffusion Language Models Change Speed Across Tasks and Languages

▲ 3 💬 1

BrickWright: Agentic Creation of Physically Feasible Brick Builds

▲ 3 💬 2 ★ 2

OmniXRef: A Unified Framework for Multimodal Multi-Reference Video Editing

▲ 2 💬 1

Consistent Distribution Matching for Data-Free Diffusion Distillation

▲ 2 💬 1 ★ 6

Dusting the Phantom: Gaussian Allocation for Fading Dynamic Content

▲ 2 💬 1

Sparse Autoencoders Are a Shared Coordinate System for Symbolic Matching

▲ 2 💬 1

DuET: Note-Frame Dual Encoding for Piano Performance-to-Score Transcription

▲ 2 💬 1 ★ 13

GeoState: Learning View-Decoupled Geometry States for 3D World Modeling

▲ 2 💬 1 ★ 11

Predicting Privileged Information Effectiveness for On-Policy Self-Distillation

▲ 2 💬 1

Measuring Mechanistic Uncertainty in Large Language Models via Causal Robustness

▲ 2 💬 1

Training Reasoning Models to Generate Diverse Scientific Ideas

▲ 2 💬 1 ★ 2

Text-to-Image Generative Modeling Without Language Pretraining

▲ 2 💬 1

Empowering Edge Agents: A Systematic Analysis of Edge-Cloud Collaboration in LLM Agent Execution

▲ 2 💬 1 ★ 15

On the Tip of the Tongue: First-Token Cueing as a Behavioral Probe of Recall Failures in LLMs

▲ 2 💬 1

Self-Credit: Credit Assignment for Long-Horizon Agentic RL via Intra-group Rescaling

▲ 2 💬 1

On the Limits of Scale: Inverse Scaling in Vision-Language Models

▲ 2 💬 1

EvalResearchBench: Can AI Agents Build Their Own Feedback for Recursive Self-Improvement?

▲ 2 💬 2 ★ 3

Different Tasks, Different Timesteps: Temporal Task-Aware Quantization for Diffusion Language Models

▲ 2 💬 2 ★ 3

HyperDrone: Simulation-to-Reality Transfer at Millions of Frames per Second

▲ 2 💬 2

Who Takes the Lead? Model Ability and Task-Conditioned Collaboration with Humans

▲ 2 💬 2

MambaAct: Efficient Mamba Action Experts for Flow-Matching Vision-Language-Action Models

▲ 2 💬 2 ★ 3

SplatLab: Autonomous Scientific Discovery for 3DGS Research

▲ 2 💬 2 ★ 3

TILDE: Teacher-in-the-Loop Distillation from Embodied Foundation Models

▲ 2 💬 2 ★ 7

SEAM: Spectral Embedding Alignment and Merging for Low-Resource TTS

▲ 2 💬 2

Skeleton-Grounded Latent Action Model for Robot World Models

▲ 2 💬 2

AI-Driven Disaster Response and Displacement Monitoring

▲ 1 💬 1

Legal Guidance in the Wild: How Users Seek Legal Help in Real-World LLM Conversations

▲ 1 💬 1

Any 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale

▲ 1 💬 2 ★ 64

HERA: Harness-Environment Co-Evolution for Reliable Agentic Abstention

▲ 1 💬 1 ★ 1

Token-Set Choice Confounds POPE: A Systematic Audit of Yes/No Extraction in VLM Hallucination Evaluation

▲ 1 💬 3 ★ 2

RealityBench: Simulated Environments to Evaluate a Vision Language Model's Ability to Document Human Physical Work

▲ 1 💬 1

SPARC: Spoken Profile Authorship Recognition Corpus

▲ 1 💬 1

Axiomatic World Modeling for Physics Reasoning

▲ 1 💬 1

World Models with Configurable Perception

▲ 1 💬 1

VideoMaMa++: Temporally Consistent Video Matting via Preserve-and-Refine Token

▲ 1 💬 1 ★ 11

TARSphere: A Robot-Oriented Full-Stack Framework for Long-Horizon Embodied Agents in Evolving Physical and Social Environments

▲ 1 💬 2 ★ 16

Bridging Exploration and Persona: Information-Directed Dueling for Test-Time Agent Personalization

▲ 1 💬 13

IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems

▲ 1 💬 2

Realism VS Accuracy: Event Sequence Forecasting from a Generative Modeling Perspective

▲ 1 💬 2

Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries

▲ 0 💬 1

GlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations

▲ 0 💬 1

Relational Learning as World Modeling

▲ 0 💬 1

What It Is, Not What It Says: Securing Agentic Browsing Interactions with Web Semantics

▲ 0 💬 1

ARC-SORT: Adaptive, Robust, Compensated Multi-Object Tracking with Interacting Multiple Models

▲ 0 💬 1

CyberArena: Benchmarking AI Agents in Live Symmetric Attack-and-Defense Combat

▲ 0 💬 1 ★ 6

Beyond Maliciousness: Static and Runtime Attack-Surface Profiling of Agent Skills

▲ 0 💬 1

BiDex-100: A Comprehensive Benchmark for Bimanual Dexterous Manipulation Across 100+ Simulation Tasks

▲ 0 💬 3 ★ 2

StreamEval: Evaluating Interactive Streaming Video Generation Models

▲ 0

SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?

▲ 0

DONIC: Generalist Dexterous Bimanual Tracking Control from Human Demonstrations

▲ 0

Cache Engineering for Agents

▲ 0

Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation

▲ 0

Agent World Model in the Wild: Computer-Use Agent Environment Synthesis

▲ 0

PrismaCoder: Pushing the Boundaries of Open Multimodal Code Intelligence through Decomposed Rubric Synthesis

▲ 0

Scaling in Games: Continued Pre-Training For Embodied Agents In Diverse Virtual Worlds

▲ 0

Spectral-Spatial Interpretation

▲ 0

Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents

▲ 0

Socratic Skill Learning: Interleaving Teaching and Practice for Transferable Agent Skills

▲ 0

Retrieval Augmented Generation Compositionality

▲ 0

AgenticRoboRL: Bringing Coding-Agent Post-Training to Agentic Robotics

▲ 0

Memory-Centric Continual Learning for AI Agents

▲ 0

Multimodal Embodied Agents: A Unified Capability-centric Perspective from Computer-Use to Robot-Use

▲ 0

TraceForge: Distilling with Your Own Thinking

▲ 0

DeLoop: Repeated Actions as Self-Supervision for Long-Horizon Agents

▲ 0

PACE: Periodic and Channel-Aligned Encoding of Four-Bit Recurrent States

▲ 0

Building AI Research Teams for Autonomous Discovery of Linear Attention Architectures

▲ 0

ALPS: Visual State Encoders for World Models

▲ 0

Harness Scaling for Generalizable Agentic Reinforcement Learning

▲ 0

Sparsity Should Be ALLOTted by Output: Training-Free Allocation of Block-Sparse Attention for Video Diffusion Transformers

▲ 0

Real In, Real Out: What If We Only Use Real Data for Scene Text Editing?

▲ 0

CompactSplat: Spatially Adaptive Gaussian Distribution for Feedforward Scene Reconstruction

▲ 0

RealMe: Immersive Volumetric Video from Minimal Captures

▲ 0

Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?

▲ 0

SpatialBrain: Spatial Intelligence Growing from Experience

▲ 0

Qwen-Audio-3.1-ASR Technical Report

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Think Harder Where It Matters: Item-Level Adaptive Recursion for Sequential Recommendation

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Entertain, then Cancel: How Thinking Makes Reasoning Models Read Some and Or Literally

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Agentic World Action Models

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From VLM Planners to Robotic Agents: Self-Evolving Harnesses for History-Dependent Manipulation

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CulturalRiddles: A Multicultural Benchmark of Riddles

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Which Agent's Skill Should Change? Group-Relative Credit Assignment for Evolving Multi-Agent Teams

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From RL Papers to Framework Code: Inclusion and Review in Seven Open-Source Training Frameworks

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WorldStream: Streaming Interactive 3D Worlds with Hierarchical Planning and Persistent State

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Evolving with Open Worlds: Towards Recursive Self-Improvement for Future Forecasting

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ACE-Brain-0.6: Scaling Spatial Grounding for Physical Foundation Models

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VX-One: Typed, Calibrated Decision Heads for Real-Time Perimeter Triage - An empirical study of unknown-attack honesty, cascade gray zones, and calibration under drift

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Answering in the User's Variety: Calibrated Accommodation Pairs for Post-Training

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RubatoCodec: Budgeted Adaptive Speech Tokenization with Streaming Decoding

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Toward Part-Aware Choral Transcription with singing voice assignment

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Hidden Messages Between Diffusion Language Model Agents: Causal Evidence for Latent Communication

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DiffResearch: Accelerating Deep Research with Diffusion Language Models

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ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination

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VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM Agents

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Looped Uniform Diffusion Language Models

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Exploring The Empirical Privacy Landscape of Synthetic Data

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Quant-Arena: Benchmarking LLM Agents for Quantitative Trading Research

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Design Anything, Design at Scale

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Language Models Learn to Improve Language Models

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RoboCasa-Shift: Stage-Aware Robustness Evaluation of Vision-Language-Action Policies in Long-Horizon Household Manipulation

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