每日论文 Daily Papers

来自 Hugging Face 与研究社区 · 中英对照

Daily Weekly Monthly

‹ 2026-07-06 ~ 2026-07-12 ›

跳转日期： 11-01 39 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

Vidu S1: A Real-Time Interactive Video Generation Model

▲ 107 💬 6 ★ 127

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

▲ 90 💬 1

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

▲ 72 ★ 21

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

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

▲ 52 💬 1

Video-Oasis: Rethinking Evaluation of Video Understanding

▲ 42 💬 1 ★ 21

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

Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

▲ 37 ★ 495

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

▲ 36 💬 1

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

▲ 34 💬 1 ★ 150

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

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers

▲ 31 💬 1 ★ 5

Vision as Unified Multimodal Generation

▲ 30 💬 1 ★ 21

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

▲ 29 💬 1 ★ 118

Vision Pretraining for Dense Spatial Perception

▲ 27 💬 1 ★ 65

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

▲ 22 💬 3 ★ 18

Gemma 4 Technical Report

▲ 22 💬 4

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

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

▲ 20 💬 3 ★ 18

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

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

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

Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

▲ 14 💬 1 ★ 5

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

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

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

▲ 9 💬 1 ★ 2

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

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

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

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

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

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

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

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

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

▲ 0 💬 2 ★ 1

SiamJEPA: On the Role of Siamese Student Encoders in JEPA

▲ 0 💬 1

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

▲ 0 💬 1

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

▲ 0 💬 1

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

▲ 0 💬 1

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

▲ 0 💬 1 ★ 1

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

▲ 0 💬 1

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

▲ 0 💬 1 ★ 3

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

▲ 0

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

▲ 0 💬 2

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

▲ 0 💬 1