每日论文 Daily Papers

来自 Hugging Face 与研究社区 · 中英对照

Daily Weekly Monthly

‹ 2026-07 ›

跳转日期： 11-01 4 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

Kimi K3: Open Frontier Intelligence

▲ 228 💬 4 ★ 2577

Orca: The World is in Your Mind

▲ 176 💬 5

Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

▲ 156 💬 3

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU

▲ 149 💬 4 ★ 819

AREX: Towards a Recursively Self-Improving Agent for Deep Research

▲ 115 💬 1 ★ 11

TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with <1 GB VRAM

▲ 114 💬 1 ★ 64

Vidu S1: A Real-Time Interactive Video Generation Model

▲ 107 💬 6 ★ 127

VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

▲ 106 💬 1 ★ 43

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

▲ 106 💬 1

Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation

▲ 103 💬 2 ★ 727

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

▲ 98 💬 1 ★ 76

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

▲ 90 💬 1

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

▲ 88 💬 1 ★ 9

HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone

▲ 84 💬 1

Dockerless: Environment-Free Program Verifier for Coding Agents

▲ 83 💬 2

Weak-to-Strong Generalization via Direct On-Policy Distillation

▲ 83 💬 2

RAGU：一种多步骤GraphRAG引擎，包含紧凑型领域适配LLM RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM

▲ 83 💬 3 ★ 48

Agentic Abstention: Do Agents Know When to Stop Instead of Act?

▲ 82 💬 3

DOPD: Dual On-policy Distillation

▲ 75 💬 1

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

▲ 75 💬 2

ABot-N1: Toward a General Visual Language Navigation Foundation Model

▲ 74 💬 1

RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation

▲ 72 ★ 21

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search

▲ 71 💬 3 ★ 23

RESOURCE2SKILL：从人类创建的多模态资源中提炼出可执行的智能体技能 RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources

▲ 70 💬 1 ★ 36

BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding

▲ 67 💬 1 ★ 56

RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation

▲ 67

AlayaWorld: Long-Horizon and Playable Video World Generation

▲ 66

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

▲ 65 💬 1 ★ 1

Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers

▲ 65 💬 1

CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization

▲ 65 💬 2

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory

▲ 64 💬 1

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

▲ 64 💬 1 ★ 81

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

▲ 64 💬 1 ★ 1

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

▲ 63 💬 3 ★ 1

Generative World Renderer at the Speed of Play

▲ 63 💬 1 ★ 40

HumanCLAW: Can Vision-Language Models Act Through a Body?

▲ 63 💬 4 ★ 32

LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing

▲ 62 💬 2 ★ 12

SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

▲ 62 💬 2 ★ 1

From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search

▲ 62 💬 1

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

▲ 57 💬 2 ★ 34

Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

▲ 57 💬 1

Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

▲ 55 💬 1 ★ 111

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

▲ 54 💬 3 ★ 44

DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space

▲ 53 💬 2

UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning

▲ 52 💬 1

StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

▲ 49 💬 1

SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding

▲ 48 💬 1 ★ 1

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration

▲ 48 ★ 54

把Loopies绕起来！ Loop the Loopies!

▲ 48

Xiaomi-Robotics-1：利用超过10万小时的真实世界轨迹数据来扩展视觉-语言-动作模型 Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

▲ 47 💬 1 ★ 72

Program-as-Weights: A Programming Paradigm for Fuzzy Functions

▲ 45 💬 2 ★ 96

xHC：扩展的超连接 xHC: Expanded Hyper-Connections

▲ 44 💬 1 ★ 38

AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report

▲ 44 💬 1 ★ 592

Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading

▲ 43 💬 1 ★ 25

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD

▲ 43 💬 1 ★ 19

Video-Oasis: Rethinking Evaluation of Video Understanding

▲ 42 💬 1 ★ 21

KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill

▲ 42 💬 1 ★ 45

OvisOCR2 Technical Report

▲ 42

ReferTrack: Referring Then Tracking for Embodied Visual Tracking

▲ 42 💬 10 ★ 18

Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation

▲ 41 💬 1 ★ 2

Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition

▲ 41 💬 1 ★ 8

PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space

▲ 40 ★ 25

Scalable Visual Pretraining for Language Intelligence

▲ 40

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

▲ 40 💬 2

HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancement

▲ 40 💬 1 ★ 11

ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition

▲ 40 💬 1

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

▲ 39 💬 1

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs

▲ 39 💬 1 ★ 49

Visual Contrastive Self-Distillation

▲ 39 💬 1 ★ 4

CLBench-V: Evaluating Multimodal Context Learning from Grounding to Knowledge Acquisition

▲ 39 💬 1 ★ 1

AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents

▲ 38 💬 2 ★ 5

TUA-Bench: A Benchmark for General-Purpose Terminal-Use Agents

▲ 37 💬 1 ★ 1

Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

▲ 37 ★ 495

Video Generation Models are General-Purpose Vision Learners

▲ 37

4D Human-Scene Reconstruction from Low-Overlap Captures

▲ 37 💬 2

Cura 1T：用于代理式医疗保健的专用模型 Cura 1T: Specialized Model for Agentic Healthcare

▲ 37 💬 4 ★ 15

DataPrep-Bench: Benchmarking LLMs as Training Data Preparators

▲ 37 💬 1 ★ 221

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

▲ 36 💬 1

BadWAM: When World-Action Models Dream Right but Act Wrong

▲ 36 💬 2 ★ 32

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget

▲ 35 💬 2

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

▲ 34 💬 1 ★ 150

Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text

▲ 34 💬 1 ★ 16

Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots

▲ 33 💬 1 ★ 45

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

▲ 33 💬 1 ★ 23

Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

▲ 33 💬 1 ★ 10

Beyond IID: How General Are Tabular Foundation Models, Really?

▲ 32 💬 2

LightMem-Ego: Your AI Memory for Everyday Life

▲ 32 💬 1

Trimming the Long-Tail of Visual World Modeling Evaluation

▲ 31 💬 1

Scenes as Objects, Not Primitives: Instance-Structured 3D Tokenization from Unposed Views

▲ 31 💬 1

PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception

▲ 31 💬 2 ★ 5

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers

▲ 31 💬 1 ★ 5

Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models

▲ 30 💬 1 ★ 2

Vision as Unified Multimodal Generation

▲ 30 💬 1 ★ 21

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation

▲ 30 💬 1 ★ 5

RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model

▲ 30 💬 2

Morphing into Hybrid Attention Models

▲ 29 💬 2 ★ 7

GigaWorld-1: A Roadmap to Build World Models for Robot Policy Evaluation

▲ 29 💬 1 ★ 118

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails

▲ 29 💬 1 ★ 20

MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation

▲ 29 💬 1 ★ 6

Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning

▲ 29 💬 1 ★ 16

Self Gradient Forcing: Native Long Video Extrapolation

▲ 29 💬 1 ★ 68

Data Pyramid for Embodied Manipulation

▲ 29 💬 1 ★ 62

GEAR: Guided End-to-End AutoRegression for Image Synthesis

▲ 28 💬 7 ★ 33

Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

▲ 28 ★ 18

Vision Pretraining for Dense Spatial Perception

▲ 27 💬 1 ★ 65

CAST: Game Solvers as Turn-Level Teachers for LLM Agents

▲ 27 💬 1 ★ 8

Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning

▲ 23 💬 1

From Pixels to States: Rethinking Interactive World Models as Game Engines

▲ 23 💬 1 ★ 406

RecGPT-V3技术报告 RecGPT-V3 Technical Report

▲ 23 💬 1

Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking

▲ 23 💬 5 ★ 24

Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification

▲ 23 💬 2

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks

▲ 22 💬 1 ★ 5

VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon

▲ 22 💬 3 ★ 18

Gemma 4 Technical Report

▲ 22 💬 4

策略内Delta蒸馏 On-Policy Delta Distillation

▲ 22 💬 1 ★ 1

Multi-Block Diffusion Language Models

▲ 21 💬 1 ★ 20

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History

▲ 21 💬 1 ★ 6

EVA-Client: A Unified Data Collection, Inference, and Deployment Framework for Embodied Policies on Real Robots

▲ 21 💬 1 ★ 33

UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks

▲ 21 💬 1 ★ 20

GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch

▲ 21 💬 1

Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Processes

▲ 21 💬 1

从以人为中心的代码审查到代理式代码审查：不同代际生成式人工智能技术对代码审查质量的影响 From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality

▲ 21 💬 1

ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Streams

▲ 21 💬 4 ★ 68

Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory

▲ 21 💬 1 ★ 1

AsyncOPD: How Stale Can On-Policy Distillation Be?

▲ 20 💬 1 ★ 14

Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

▲ 20 💬 3 ★ 18

MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

▲ 20 💬 1 ★ 3

UniVR: Thinking in Visual Space for Unified Visual Reasoning

▲ 20 💬 1 ★ 9

Group Entropy-Controlled Policy Optimization

▲ 20 💬 1

GigaAM Multilingual: Foundation Model for Underrepresented Languages

▲ 20 💬 1 ★ 692

GigaChat Audio: Time-aware Large Audio Language Model

▲ 20 💬 1

Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning

▲ 20 ★ 647

OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation

▲ 20 💬 1 ★ 52

ReFreeKV: Towards Threshold-Free KV Cache Compression

▲ 19 💬 1 ★ 1

ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving

▲ 19 💬 2

Multi-Resolution Flow Matching: Training-Free Diffusion Acceleration via Staged Sampling

▲ 19 💬 1 ★ 10

AgenticDataBench: A Comprehensive Benchmark for Data Agents

▲ 19 💬 1 ★ 19

Wan-Streamer v0.2: Higher Resolution, Same Latency

▲ 19 💬 1

Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

▲ 19 💬 3 ★ 25

Infinite Worlds with Versatile Interactions

▲ 19 ★ 487

LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models

▲ 19 💬 1 ★ 20

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

▲ 19 💬 1

Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On

▲ 19 💬 1

MemLearner: Learning to Query Context memory for Video World Models

▲ 18

MemSyco-Bench: Benchmarking Sycophancy in Agent Memory

▲ 18 💬 1 ★ 12

TurboServe: Serving Streaming Video Generation Efficiently and Economically

▲ 18 💬 1 ★ 14

AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification

▲ 18 💬 1

Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models

▲ 18 💬 1 ★ 3

Spectral Rewiring for Exploration, Purification, and Model Merging

▲ 18 💬 2

NVIDIA-labs OO Agents: Native Python Object-Oriented Agents

▲ 18

Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation

▲ 17 💬 2 ★ 1

OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers

▲ 17 💬 1

SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

▲ 17 💬 1 ★ 52

Trust Region Policy Distillation

▲ 17 💬 1

Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction

▲ 17

Color Pass-Through via Camera-Display Coupling

▲ 17 💬 1 ★ 38

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model

▲ 17 💬 1 ★ 776

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution

▲ 17 💬 1 ★ 3

DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

▲ 16 💬 1

Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning

▲ 16 💬 3

Domain Arithmetic: One-Shot VLA Adaptation under Environmental Shifts

▲ 16 💬 1 ★ 10

InternVLA-A1.5: Unifying Understanding, Latent Foresight, and Action for Compositional Generalization

▲ 16 💬 1

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

▲ 16

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning

▲ 16 💬 1 ★ 18

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

▲ 16 💬 3 ★ 10

An Exam for Active Observers

▲ 16 💬 1 ★ 10

Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems

▲ 16 💬 2 ★ 50

Monte Carlo Energy Aggregation for Mobile 3D Gaussian Splatting

▲ 15 💬 1

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction

▲ 15 💬 1 ★ 5

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

▲ 15 💬 1 ★ 3

WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory

▲ 15 💬 1

Qwen-Music技术报告 Qwen-Music Technical Report

▲ 15 💬 1

SciForma: Structure-Faithful Generation of Scientific Diagrams

▲ 15 💬 1

Pass the Baton: Trajectory-Relayed On-Policy Distillation

▲ 15 💬 1 ★ 3

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use

▲ 14 💬 1

CausalMix: Data Mixture as Causal Inference for Language Model Training

▲ 14 💬 1

Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

▲ 14 💬 1 ★ 5

FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality Mimicry

▲ 14 💬 1

LLMs Get Lost in Evolving User Intent

▲ 14 💬 3 ★ 1

Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning

▲ 13 💬 1 ★ 2

Video = World + Event Stream

▲ 13 💬 2

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

▲ 13 💬 1

从预训练到后期训练中的推理理解 Understanding Reasoning from Pretraining to Post-Training

▲ 13 💬 1 ★ 8

Open-AoE: An Open Egocentric Manipulation Dataset and Toolchain for Embodied Learning

▲ 13 💬 1 ★ 79

Self-Supervised Learning of Structured Dynamics from Videos

▲ 13 💬 1 ★ 2

SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation

▲ 13 💬 2

Scaling Native Multimodal Pre-Training From Scratch

▲ 13

CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents

▲ 13 💬 1 ★ 7

RedVox: Safety and Fairness Gaps in Speech Models Across Languages

▲ 12 💬 1

Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity

▲ 12

Optimizing Visual Generative Models via Distribution-wise Rewards

▲ 12 💬 2

KVpop -- Key-Value Cache Compression with Predictive Online Pruning

▲ 12 💬 2

Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval

▲ 12 💬 1

DrugGen 2: A disease-aware language model for enhancing drug discovery

▲ 12 💬 1

KronQ: LLM Quantization via Kronecker-Factored Hessian

▲ 12 💬 3 ★ 2

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

▲ 12 💬 3 ★ 6

RoboTTT: Context Scaling for Robot Policies

▲ 12

Environment-free Synthetic Data Generation for API-Calling Agents

▲ 12 💬 1

StatePlay: State-Aware Game World Models for Mechanics-Consistent Generation

▲ 12 💬 1 ★ 1

Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning

▲ 11 💬 1 ★ 14

ASPIRE: Agentic /Skills Discovery for Robotics

▲ 11

SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use

▲ 11

Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation

▲ 11 💬 1 ★ 13

Registers Matter for Pixel-Space Diffusion Transformers

▲ 11 ★ 7

Little Brains, Big Feats: Exploring Compact Language Models

▲ 10 💬 1 ★ 2

ABot-M0.5: Unified Mobility-and-Manipulation World Action Model

▲ 10 💬 1

DataComp-VLM: Improved Open Datasets for Vision-Language Models

▲ 10 💬 1 ★ 23

From Foundation to Application: Improving VLA Models in Practice

▲ 10 💬 1 ★ 197

TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

▲ 10 💬 1

MentalThink: Shaping Thoughts in Mental SVG World

▲ 10 💬 1

ShortOPD: Recovering Pruned LLMs with Short-to-Long On-Policy Distillation

▲ 10 💬 1

DiffGI: Differentiable Geometry Images for High-Fidelity Thin-Shell 3D Generation

▲ 10 💬 1

Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models

▲ 10 ★ 13

Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment

▲ 10 💬 1 ★ 13

Three-Body Scattering for Generative Modeling

▲ 10 💬 1 ★ 29

Interleaved Speech Language Models Latently Work In Text

▲ 9 💬 1

PhotoQuilt: Training-Free Arbitrary-Resolution Photomosaics via Bootstrapped Tiled Denoising

▲ 9 💬 2

Are We Measuring Strategy or Phrasing? The Gap Between Surface- and Approach-Level Diversity in LLM Math Reasoning

▲ 9 💬 2

AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition

▲ 9 💬 1 ★ 8

From SRA to Self-Flow: Data Augmentation or Self-Supervision?

▲ 9 💬 1

Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads

▲ 9 💬 1

dOPSD: On-Policy Self-Distillation for Diffusion Language Models

▲ 9 💬 1 ★ 2

From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models

▲ 9 💬 1 ★ 13

μ子何时有助于代理强化学习？ When Does Muon Help Agentic Reinforcement Learning?

▲ 9 💬 1

递归装置自我改进 Recursive Harness Self-Improvement

▲ 9

Do Language Models Dream of Binding Molecules? Benchmarking LLMs under Spatial Constraints

▲ 9 💬 1

Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers

▲ 9

Wonder: Video World Model Done Better

▲ 9 💬 1

Can AI agents conduct open-ended AI research? Early evidence from two case studies

▲ 9

OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

▲ 8 ★ 104

QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents

▲ 8 💬 1 ★ 3

PolyFlow: Continuous Topology Embedding Flow Matching for Artist-style Mesh Generation

▲ 8

Multiplayer Interactive World Models with Representation Autoencoders

▲ 8 ★ 103

Perceptual Flow Matching for Few-Step Generative Modeling

▲ 8 💬 1

CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration

▲ 8 💬 2

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

▲ 8 💬 1

Metacognition in LLMs: Foundations, Progress, and Opportunities

▲ 8 💬 1

WanSong v1.0 Technical Report

▲ 8 💬 1

MeanFlowNFT: Bringing Forward-Process RL to Average-Velocity Generators

▲ 8 ★ 21

Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization

▲ 8 💬 1

Robostral Navigate

▲ 8

Predictive Divergence Masks for LLM RL

▲ 8 💬 1

LAMAR: An Open Language-Aware Multilingual Alignment Reranker

▲ 8

O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning

▲ 8 💬 1 ★ 2

DreamForge-World 0.1 Preview: A Low-Compute Real-Time Controllable World Model

▲ 7

GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots

▲ 7 💬 1

Xiaomi-GUI-0 Technical Report

▲ 7

Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature

▲ 7 💬 2

The State-Prediction Separation Hypothesis

▲ 7 💬 1

AnyGroundBench: A Specialized-Domain Benchmark for Video Grounding in Vision-Language Models

▲ 7 💬 1 ★ 3

InstanceControl: Controllable Complex Image Generation without Instance Labeling

▲ 7 💬 2 ★ 13

When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search

▲ 7 💬 1

Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming

▲ 7 💬 1

Multi-Turn Agentic Scientific Literature Search via Workflow Induction

▲ 7 💬 1 ★ 1

CGGS: Consistency-Augmented Geometric Gaussian Splatting for Ego-centric 3D Scene Generation

▲ 7 💬 2 ★ 12

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model

▲ 7 💬 1

PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation

▲ 7 💬 1

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

▲ 7 💬 1 ★ 1

PanoWorld: Real-World Panoramic Generation

▲ 7 💬 1 ★ 12

Self-Guided Test-Time Training for Long-Context LLMs

▲ 7

Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals

▲ 7 💬 1

Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos

▲ 7 💬 1 ★ 2

VIABench: A Comprehensive Video Benchmark Collected from Blind Individuals for Visual Impairment Assistance

▲ 7 💬 1 ★ 1

DeepLoop: Depth Scaling for Looped Transformers

▲ 7 💬 1

REBASE：基于参考背景子空间消除的无需训练的上下文内分割方法 REBASE: Reference-Background Subspace Elimination for Training-Free In-Context Segmentation

▲ 7 💬 1 ★ 2

VideoRAE：通过表示自编码器技术驯服视频基础模型以进行生成式建模 VideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders

▲ 7 💬 1 ★ 33

LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks

▲ 7 💬 1

HarmoHOI: Harmonizing Appearance and 3D Motion for Multi-view Hand-Object Interaction Synthesis

▲ 7 💬 1

HPD-Parsing: Hierarchical Parallel Document Parsing

▲ 7 💬 1

Sample-Efficient Learning from Agent Experience

▲ 7 💬 1

Multi-Turn On-Policy Distillation with Prefix Replay

▲ 7 💬 1 ★ 4

▲ 7

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models

▲ 7

Novel Claim or Déjà Vu? Rethinking "Contamination-Free'' Dynamic Evaluation for Multimodal Automated Fact-Checking

▲ 7 💬 1 ★ 4

OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding

▲ 7 ★ 4

How Good Can Linear Models Be for Time-Series Forecasting?

▲ 6 💬 2 ★ 2

MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generation

▲ 6 💬 1 ★ 1

Valdi: Value Diffusion World Models

▲ 6 ★ 5

AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

▲ 6 💬 2 ★ 7

BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery

▲ 6 💬 1

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments

▲ 6

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding

▲ 6

TREK: Distill to Explore, Reinforce to Refine

▲ 6 💬 1

OpenCoF: Learning to Reason Through Video Generation

▲ 6

Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning

▲ 6 💬 1

EgoSteer: A Full-Stack System Towards Steerable Dexterous Manipulation from Egocentric Videos

▲ 6 💬 1

Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution

▲ 6 💬 1

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities

▲ 6 💬 1 ★ 30

Self-Improvements in Modern Agentic Systems: A Survey

▲ 6 💬 1 ★ 10

Two-Level Meta-Rubrics for Evaluating Open-Ended Generation: GAMUT, a Benchmark for Factual Completeness

▲ 6 💬 1 ★ 1

Subliminal Clocks: Latent Time Modelling in Diffusion Language Models

▲ 6 💬 1

Recurrent Sinusoidal INRs for Efficient High-Fidelity Representation

▲ 6 💬 1

Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

▲ 6 💬 1 ★ 2

Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling

▲ 6 💬 2 ★ 8

dRAE: Representation Autoencoder with Hyper-Spherical Codes

▲ 6 💬 1 ★ 3

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis

▲ 5 💬 1

PolicyGuard: A Dialogue-Grounded Sub-Agent Verifier for Policy Adherence in LLM Agents

▲ 5 💬 1

BrainJanus: A Unified Model for Understanding and Generation across Brain, Vision, and Language

▲ 5 💬 1

Play2Perfect: What Matters in Dexterous Play Pretraining for Precise Assembly?

▲ 5 💬 1 ★ 13

Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks

▲ 5 💬 1

LLM-as-a-Verifier: A General-Purpose Verification Framework

▲ 5 ★ 409

Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models

▲ 5 💬 3

RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies

▲ 5 💬 1 ★ 92

Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing

▲ 5 💬 1 ★ 2

NeuroCogMap Reveals Cognitive Organization of Large Language Models

▲ 5 💬 1

Tracing Agentic Failure from the Flow of Success

▲ 5 💬 1

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization

▲ 5 💬 2

Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel

▲ 5 💬 1

视听火烈鸟：为长且复杂的视频提供开放的视听智能 Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos

▲ 5 💬 1

S1-Omni：一种用于科学理解、预测和生成的统一多模态推理模型 S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generation

▲ 5 💬 1 ★ 7

超越熵：基于正确性意识的优势塑造机制——通过对比策略优化实现 Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization

▲ 5 💬 1

TableVerse: A Large-scale Tabletop Dataset with Real-world Grounded Layouts for Generalizable Manipulation

▲ 5

DecoupleMix: Decoupled Ratio Search and Convex Allocation for Scalable VLM Data Recipes

▲ 5 💬 1

Parallel Decoding Distillation for Fast Image and Video Generation

▲ 5 💬 1 ★ 874

Visual prompt engineering for video models

▲ 5 💬 1

Explicit Layer Modeling for Video Object Insertion and Layer Decomposition

▲ 5 💬 1 ★ 4

Walking in the Implicit: Interactive World Exploration via Neural Scene Representation

▲ 4 💬 1 ★ 17

Cognitive Episodes in LLM Reasoning Traces Enable Interpretable Human Item Difficulty Prediction

▲ 4 💬 1 ★ 2

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

▲ 4 💬 1

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

▲ 4 💬 1

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

▲ 4 💬 1 ★ 3

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors

▲ 4 💬 1 ★ 2

AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

▲ 4 💬 1 ★ 2

PACE: A Proxy for Agentic Capability Evaluation

▲ 4

Representation Distribution Matching for One-Step Visual Generation

▲ 4 ★ 22

Learning to Move Before Learning to Do: Task-Agnostic pretraining for VLAs

▲ 4 ★ 2

Denser neq Better: Limits of On-Policy Self-Distillation for Continual Post-Training

▲ 4 💬 1

Discrete Diffusion Language Models for Interactive Radiology Report Drafting

▲ 4 💬 1

Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

▲ 4 💬 1

MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering

▲ 4 💬 1

MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing

▲ 4 💬 1

PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

▲ 4 💬 1

Rank-Then-Act: Reward-Free Control from Frame-Order Progress

▲ 4 💬 1 ★ 6

When Classic Cache Policies Fail: Learning-Augmented Replacement for Semantic Retrieval Buffers

▲ 4 💬 1

3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance

▲ 4 💬 1 ★ 7

WildCity: A Real-World City-Scale Testbed for Rendering, Simulation, and Spatial Intelligence

▲ 4 ★ 4

Flow-ERD: Agent-type Aware Flow Matching with Entropy-Regularized Distillation for Diverse Traffic Simulation

▲ 4 💬 2

MET: Theory-Grounded and Culture-Aware Multilingual Moral Reasoning

▲ 4 💬 1

MonkeyOCRv2: A Visual-Text Foundation Model for Document AI

▲ 4 💬 1 ★ 144

MuScriptor: An Open Model for Multi-Instrument Music Transcription

▲ 4 💬 2 ★ 556

Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms

▲ 4 💬 1

Partition, Prompt, Aggregate: Statistical Self-Consistency in Language Models

▲ 4 💬 1

AsySplat: Efficient Asymmetric 3D Gaussian Splatting for Long-Sequence Scene Modeling

▲ 4 💬 1 ★ 5

GRASP: GRanularity-Aware Search Policy for Agentic RAG

▲ 4 💬 1

DSWorld：一种用于高效自主智能体的数据科学世界模型 DSWorld: A Data Science World Model for Efficient Autonomous Agents

▲ 4 💬 1

Distilled Reinforcement Learning for LLM Post-training

▲ 4 💬 1

The Geometry of Semantic Space: A Continuous Geometric Framework for the Transformer Architecture

▲ 4 💬 1

ISO: An RLVR-Native Optimization Stack

▲ 4 💬 1

Transcription Policy as a Latent Variable: Activating Controllable Verbatim ASR with Word-Level Timing

▲ 4 💬 1 ★ 974

H^2SD: Hybrid Hindsight Self-Distillation

▲ 4

Where Should Optimizer State Live? Tiered State Allocation for Memory-Efficient Mixture-of-Experts Training

▲ 4 💬 1 ★ 1

DocOps: A Verifiable Benchmark for Autonomous Agents in Complex Document Operations

▲ 4 💬 1 ★ 1

FVAttn: Adaptive Sparse Attention with Runtime Load Balancing for Video Generation

▲ 4 💬 1

FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents

▲ 4 💬 1 ★ 1

IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation

▲ 4 💬 1 ★ 7

SceneActBench: Can Agents Act on the 3D Scenes They See?

▲ 4 ★ 6

Closing the Loop: Training-Free Revisit Consistency for Autoregressive Generative Rendering

▲ 4

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

▲ 4 💬 1 ★ 4

Codifying the Judge: Scalable Evaluation via Program Distillation

▲ 4 💬 2 ★ 10

MODUS: Decoder-Only Any-to-Any Modeling of Diverse Modalities

▲ 4 💬 1 ★ 16

GPT-Red: Automated Red Teaming via Self-Play at Scale

▲ 4

ZooClaw-FashionSigLIP2: Distilled Fine-tuning for Robust Fashion Retrieval

▲ 3 💬 1

Focusing on What Matters: Saliency-Harnessing Accurate Routing for Diffusion MoE

▲ 3 💬 1

AVTok: 1D Unified Tokenization for Holistic Audio-Video Generation

▲ 3 💬 1 ★ 2

Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?

▲ 3 💬 1

Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising

▲ 3 💬 1

Autonomous Scientific Discovery via Iterative Meta-Reflection

▲ 3

SciIR: A Large-scale Training Dataset and Benchmark for Scientific Image Reasoning Generation

▲ 3 💬 1 ★ 2

Rank-Aware Hyperbolic Alignment for Vision-Language Dataset Distillation

▲ 3 💬 1

AI translation of literary texts is "fine", but readers still prefer human translations

▲ 3 💬 1 ★ 3

DuoMem: Towards Capable On-Device Memory Agents via Dual-Space Distillation

▲ 3 💬 1

Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR

▲ 3 💬 1 ★ 2

WARP: Weight-Space Analysis for Recovering Training Data Portfolios

▲ 3 💬 2 ★ 2

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation

▲ 3 💬 3

Unified Audio Intelligence Without Regressing on Text Intelligence

▲ 3 💬 1

Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification

▲ 3 💬 1 ★ 3

MANCE: Manifold Aware Concept Erasure

▲ 3 💬 1

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

▲ 3 💬 1

Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training

▲ 3 💬 1

SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review

▲ 3 💬 1 ★ 7

HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better

▲ 3 💬 1

Attending to Multimodal Generation One Token at a Time

▲ 3 💬 1

MuseBench: Benchmarking Intent-Level Audiovisual Arts Understanding in MLLMs

▲ 3 💬 1 ★ 1

Automating the Design of Embodied Agent Architectures

▲ 3 💬 1 ★ 33

CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation

▲ 3 💬 1

Let RGB Be the Language of Vision

▲ 3 💬 1 ★ 7

Towards Autonomous and Auditable Medical Imaging Model Development

▲ 3 💬 1 ★ 9

PalmClaw: A Native On-Device Agent Framework for Mobile Phones

▲ 3 💬 1 ★ 1120

RxBrain: Embodied Cognition Foundation Model with Joint Language-Visual Reasoning and Imagination

▲ 3 💬 1 ★ 74

代理式谈判中的行为隐私泄露问题：通过随机化策略来规范并减轻推理攻击 Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policies

▲ 3 💬 1

Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?

▲ 3 💬 1

JoyNexus: Service-Oriented Multi-Tenant Post-Training for VLA Models

▲ 3 💬 1

Masked Visual Actions for Unified World Modeling

▲ 3 ★ 21

Delineate Anything v2: A Global Foundation Model for Field Delineation

▲ 3 💬 1

EduPanel: A Three-Agent LLM Judge for Teaching Videos -- Reliability, Complementarity, and Human Trust Calibration

▲ 3 💬 1

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning

▲ 3 💬 1 ★ 2

Spectral Prior for Reducing Exposure Bias in Diffusion Models

▲ 3 💬 1

FilmBench: A Film-Grade Benchmark for Cinematic Video Generation

▲ 3 ★ 2

A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever

▲ 3 💬 3 ★ 1

GNM Head: A Generative aNthropometric Model of the human head

▲ 3 ★ 1220

Leveraging External Knowledge for Historical Document Restoration via Retrieval-Augmented Large Language Models

▲ 3 💬 1

Reasoning Denoiser: Denoising Reasoning Traces for Hallucination Detection in Large Reasoning Models

▲ 3 💬 1

OmniDelta: Skill-Driven Budget Allocation for Token Compression in OmniLLMs

▲ 3

Towards Robust Reinforcement Learning for Small-Scale Language Model Agents

▲ 3 💬 1 ★ 2

Memory for Large Language Models

▲ 3 💬 1

Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

▲ 2 💬 1 ★ 1

SafePyramid: A Hierarchical Benchmark for In-context Policy Guardrailing

▲ 2

The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction

▲ 2 💬 1 ★ 1

TheoremGraph: Bridging Formal and Informal Mathematics

▲ 2 💬 1

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models

▲ 2 💬 1 ★ 24

MuSViT: A Foundation Vision Model for Sheet Music Representation

▲ 2 💬 1

TerraDiT-Ω: Unified Spatial Control for Satellite Image Synthesis with Any Geospatial Primitive

▲ 2 💬 1 ★ 1

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents

▲ 2 💬 1 ★ 1

NoPA: Non-Parametric Online 3D Scene Graph Generation

▲ 2 💬 1

PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking

▲ 2 💬 2 ★ 2

AutoMem: Automated Learning of Memory as a Cognitive Skill

▲ 2 💬 1

Measuring the Gap Between Human and LLM Research Ideas

▲ 2 💬 1 ★ 4

AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer

▲ 2 💬 1 ★ 4

PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction

▲ 2 💬 1 ★ 1

GORGO: Online Tuning for Cross-Region Network-Aware LLM Serving

▲ 2 💬 1 ★ 4

Transition-Aware best-of-N sampling for Longitudinal Chest X-ray Reports

▲ 2 💬 1

SIEVE: Structure-Aware Data Selection for Imitation Learning with VLA Models

▲ 2 💬 1 ★ 1

Where to cut, how deep: BPE and Unigram-LM on chemistry SMILES

▲ 2 💬 1 ★ 1

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment

▲ 2 💬 1

UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma

▲ 2 💬 1

PhyMRI-SR: Toward Physics-Aware MRI Image Super-Resolution

▲ 2 💬 1 ★ 2

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models

▲ 2 💬 1 ★ 5

Phone Segmentation and Recognition through Phonological Activation Mapping

▲ 2 💬 2 ★ 1

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models

▲ 2 💬 1 ★ 1

Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model

▲ 2 💬 1

Latent-Identity Tuning in Text-to-Image Personalization Models

▲ 2

Motion4Motion: Motion Transfer Across Subjects at Inference

▲ 2

LATO.2: Factorized 3D Mesh Generation with Vertex and Topology Flow

▲ 2

What LLM Forecasters Know but Don't Say: Probing Internal Representations for Calibration and Faithfulness

▲ 2 💬 1

SUFLECA: Scaling Up Feature Learning for CAD-to-image Alignment

▲ 2 💬 1 ★ 1

ReViV: Reconstructing the Viewer and the View in 4D from Monocular Egocentric Video

▲ 2 💬 1 ★ 2

WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting

▲ 2 💬 1 ★ 18

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

▲ 2 💬 1

FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications

▲ 2 💬 1

ShotPlan: Cinematic Video Generation with Learnable Planning Token

▲ 2 💬 2 ★ 5

Diagnosing and Calibrating Tool-Call Boundary Drift in Multi-Teacher On-Policy Distillation

▲ 2 💬 1

OpenLongTail: Generative Scaling of Long-Tail Driving Data

▲ 2 💬 1 ★ 24

Appearance Pointers -- Multimodal Region Control of Diffusion Transformers

▲ 2

Trajectory-aware Cross-view Geo-localization with Sequential Observations

▲ 2 💬 1 ★ 3

SLPO: Scaling Latent Reasoning via a Surrogate Policy

▲ 2 ★ 2

G-MAD: A Game-Based Data Generation Framework for Multi-View RGB-T Aerial Object Detection

▲ 2 ★ 3

ATSplat: Compact Feed-forward 3D Gaussian Splatting with Adaptive Token Expansion

▲ 2

GraphVid: Interactive Graph-Controllable Video Generation

▲ 2 💬 1

VisCo: Leveraging Large Language Models as Intrinsic Encoders for Visual Token Compression

▲ 2 💬 2 ★ 11

Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion

▲ 2 💬 1 ★ 3

Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization

▲ 2 💬 1

StealthBench: Measuring Operational Stealth in Autonomous Offensive-Security Agents

▲ 2 💬 1 ★ 2

CADENCE: Closing the Reasoning Gap via Coverage-Adaptive On-Policy Distillation

▲ 2 💬 1

Illuminating Unified Multimodal Model for Free-form Interleaved Text-Image Generation

▲ 1 💬 1

One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding

▲ 1

PoseShield: Neural Collision Fields for Human Self-Collision Resolution

▲ 1 💬 1 ★ 3

Learning Transferable Dynamics Priors from Action to World Modeling

▲ 1 💬 1

Geometric Stability of Neural Population Codes: Regional Variation, Behavioral Relevance, and Circuit Dependence

▲ 1 💬 1 ★ 1

One Scene, Two Depths: Probing Geometric Ambiguity in Monocular Foundation Models

▲ 1 💬 1

Large-Scale Tunnel Air-Ground Collaboration With FLISP: Fast LiDAR-IMU Synchronized Path Planner

▲ 1 💬 1

RaysUp: Ultra-light Universal Feature Upsampling via Geometry-Aware Ray Representation

▲ 1 💬 1 ★ 10

Goku: A Million-Scale Universal Dataset and Benchmark for Instruction-Based Video Editing

▲ 1 💬 1

Hierarchical Experimentalist Agents

▲ 1 💬 1

Lexical Consensus: Grounded Word Learning and Shared Meaning in Artificial Agents

▲ 1 💬 1

CogSENet: Blind Image Deblurring with Blur-Conditioned Semantic Routing and Explicit Frequency Fusion

▲ 1 💬 1

Parameter-Efficient Quantum-Inspired Fast Weight Programmers for Traffic-Matrix Forecasting

▲ 1 💬 2

Generated Contents Enrichment

▲ 1 💬 1

SynCity 3000: Bootstrapping Scene-Scale 3D Diffusion

▲ 1 💬 1 ★ 2

Bridging Interleaved Multi-Modal Reasoning as a Unified Decision Process

▲ 1 💬 1

Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models

▲ 1 💬 1 ★ 1

CONFLUX: A Latent Diusion Model for 3D Chest-CT Synthesis with RL Post-Training

▲ 1 💬 3

Taste-aware music retrieval from audio embeddings

▲ 1 💬 1

SceneFrom3D: Geometry-Conditioned Outdoor 3D Scene Generation via View Scheduling with Object-Level Control

▲ 1 💬 1 ★ 1

Bibby AI: An Editor-Native Agentic Platform for Academic Research, Writing, and Publishing

▲ 1 💬 1

RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules

▲ 1 💬 1 ★ 12

Teaching LLMs a Low-Resource Language: Enhancing Code Completion in Pharo

▲ 1 💬 1

Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

▲ 1 💬 1

A Quantized Native Runtime for On-Device Semantic Audio Generation

▲ 1 💬 3

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

▲ 1 💬 1

A Sparse and Truncated State Vector Simulator for Peaked Circuits

▲ 1 💬 1

A Sovereign, Open-Source Foundation Model for German and English

▲ 1

VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery

▲ 1 💬 1 ★ 1

A Theory of Contrastive Learning with Natural Images

▲ 1 💬 1

From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World

▲ 1 💬 1 ★ 64

Hierarchical Denoising For Multi-Step Visual Reasoning

▲ 1 💬 1

Token Time Continuous Diffusion for Language Modeling

▲ 1 💬 1

重新思考智能体驾驭能力进化的评估方法 Rethinking the Evaluation of Harness Evolution for Agents

▲ 1 💬 2 ★ 5

将机器人视为一种智能体：面向视觉-语言-动作模型的以机器人为中心的点云映射 See like a Robot: Robot-Centric Pointmaps for Vision-Language-Action Models

▲ 1 💬 1

Agon：具有隐含竞争性评估机制的竞争性跨模型强化学习 Agon: Competitive Cross-Model RL with Implicit Rival Grading of Reasoning

▲ 1 💬 2

DiFA: Inference-Time Forward-Process Alignment for Diffusion Models

▲ 1 💬 1

Can Multimodal Large Language Models Understand OCT?

▲ 1 💬 1 ★ 3

Computational Humor with Multimodal LLMs: Methods, Datasets, Evaluation, and Challenges

▲ 1 💬 1

ConsiSpace: Learning Geometric Consistency Matters for Video Spatial Reasoning

▲ 1 💬 1

Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations

▲ 1 💬 1

Multimodal Speaker Verification as a Threat to Speaker Anonymization

▲ 1 💬 1 ★ 1

Interactive Training 2: Auditable Control Plane for Live Model Training

▲ 1 💬 1

Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels

▲ 1 💬 1

IndicTalk: A Large-Scale Persona-Based Multilingual Conversational Corpus for Indic Languages

▲ 1 💬 1

A Vocabulary for Multi-Agent Automated Research Systems

▲ 1 💬 1

VisualPatchWorld: Code World Models as Latent Structured Representations for Planning

▲ 1 💬 1 ★ 1

Temporal-Distance JEPA: Plan-Aware Representation Learning for Latent World Model Predictive Control

▲ 1 💬 1 ★ 1

Grading the Narrators: An Isnad-Rijal Framework for Claim-Level Provenance in Multi-Agent Knowledge Systems

▲ 1 💬 1 ★ 21

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model

▲ 0 💬 1 ★ 2

SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions

▲ 0 💬 1 ★ 12

Scaling Laws for Grid-Based Approximate Nearest Neighbor Search in High Dimensions

▲ 0 💬 2

Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models

▲ 0 💬 1

Speaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark Study

▲ 0 💬 1

AI Wizards at EXIST 2026: Hierarchical Soft-Label Learning for Multimodal Sexism Identification in Memes

▲ 0 💬 1

Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization

▲ 0 💬 1 ★ 46

PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation

▲ 0 💬 1

Image2Sim: Scaling Embodied Navigation via Generative Neural Simulator

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SiamJEPA: On the Role of Siamese Student Encoders in JEPA

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VIBE: Voice-Induced open-ended Bias Evaluation for Large Audio-Language Models via Real-World Speech

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Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

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Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity

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Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure

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Wake up for Touch! Mask-isolated Tactile Alignment Learning in MLLMs

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SAM-MT: Real-Time Interactive Multi-Target Video Segmentation

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ARDY: Autoregressive Diffusion with Hybrid Representation for Interactive Human Motion Generation

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PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection

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Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs

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AffectFlow-DINO: Uncertainty-Aware Multi-Task Affect Estimation via Conditional Rectified Flow

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Chat2Scenic: An Iterative RAG-Based Framework for Scenario Generation in Autonomous Driving

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关于视觉推理中的局部性与长度泛化 On Locality and Length Generalization in Visual Reasoning

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UI2App: Benchmarking Visual Interaction Inference in Executable Web Application Generation

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ENTRAP-VL: A Taxonomic Probe for Dual Contextual Entrainment in Vision-Language Models

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SeededGrasp: Language-Guided Grasping in Complex Scenes with Multiple Embodiments

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Moving Alphabet: A Controlled Study of Training Data for Text-to-Video Generation

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Differentiable Logic Gate Networks for Low-Latency EEG Classification on Edge Devices

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SLAM in Low-Light Environments: Project Report

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Dataset Distillation by Influence Matching

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Characterizing Warp Divergence from Pascal to Blackwell

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification

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TRACE: Business Rule-Grounded Reasoning Curriculum for Knowledge-Preserving Parametric Tool Retrieval in Enterprise LLMs

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GLI-AL: A Multi-Modal Glioma MRI Label Resource with Unified Anatomy-Lesion Labels

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Projection Pursuit CPCANet for Domain Generalization

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Edge-Aware Thermal Infrared UAV Swarm Tracking

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SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response

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