【本日の論文】
1. LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics
https://huggingface.co/papers/2604.17295
2. WorldMark: A Unified Benchmark Suite for Interactive Video World Models
https://huggingface.co/papers/2604.21686
3. UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling
https://huggingface.co/papers/2604.19734
4. StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition
https://huggingface.co/papers/2604.21689
5. Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
https://huggingface.co/papers/2604.20987

【本日の論文】
1. LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics
https://huggingface.co/papers/2604.17295
2. WorldMark: A Unified Benchmark Suite for Interactive Video World Models
https://huggingface.co/papers/2604.21686
3. UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling
https://huggingface.co/papers/2604.19734
4. StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition
https://huggingface.co/papers/2604.21689
5. Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
https://huggingface.co/papers/2604.20987

【本日の論文】
1. LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
https://huggingface.co/papers/2604.20796
2. Near-Future Policy Optimization
https://huggingface.co/papers/2604.20733
3. DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
https://huggingface.co/papers/2604.19859
4. OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis
https://huggingface.co/papers/2604.15093
5. DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation
https://huggingface.co/papers/2604.20841

【本日の論文】
1. Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items
https://huggingface.co/papers/2604.19748
2. CoInteract: Physically-Consistent Human-Object Interaction Video Synthesis via Spatially-Structured Co-Generation
https://huggingface.co/papers/2604.19636
3. AgentSPEX: An Agent SPecification and EXecution Language
https://huggingface.co/papers/2604.13346
4. AnyRecon: Arbitrary-View 3D Reconstruction with Video Diffusion Model
https://huggingface.co/papers/2604.19747
5. TEMPO: Scaling Test-time Training for Large Reasoning Models
https://huggingface.co/papers/2604.19295

【本日の論文】
1. Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation
https://huggingface.co/papers/2604.18168
2. OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation
https://huggingface.co/papers/2604.18486
3. Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
https://huggingface.co/papers/2604.18292
4. OpenGame: Open Agentic Coding for Games
https://huggingface.co/papers/2604.18394
5. MultiWorld: Scalable Multi-Agent Multi-View Video World Models
https://huggingface.co/papers/2604.18564

【本日の論文】
1. Elucidating the SNR-t Bias of Diffusion Probabilistic Models
https://huggingface.co/papers/2604.16044
2. Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips
https://huggingface.co/papers/2502.07408
3. PersonaVLM: Long-Term Personalized Multimodal LLMs
https://huggingface.co/papers/2604.13074
4. Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems
https://huggingface.co/papers/2604.04936
5. Qwen3.5-Omni Technical Report
https://huggingface.co/papers/2604.15804

【本日の論文】
1. HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds
https://huggingface.co/papers/2604.14268
2. DR^{3}-Eval: Towards Realistic and Reproducible Deep Research Evaluation
https://huggingface.co/papers/2604.14683
3. RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework
https://huggingface.co/papers/2604.15308
4. How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data
https://huggingface.co/papers/2604.14164
5. GlobalSplat: Efficient Feed-Forward 3D Gaussian Splatting via Global Scene Tokens
https://huggingface.co/papers/2604.15284

【本日の論文】
1. HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds
https://huggingface.co/papers/2604.14268
2. DR^{3}-Eval: Towards Realistic and Reproducible Deep Research Evaluation
https://huggingface.co/papers/2604.14683
3. RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework
https://huggingface.co/papers/2604.15308
4. How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data
https://huggingface.co/papers/2604.14164
5. GlobalSplat: Efficient Feed-Forward 3D Gaussian Splatting via Global Scene Tokens
https://huggingface.co/papers/2604.15284

【本日の論文】
1. HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds
https://huggingface.co/papers/2604.14268
2. RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework
https://huggingface.co/papers/2604.15308
3. DR^{3}-Eval: Towards Realistic and Reproducible Deep Research Evaluation
https://huggingface.co/papers/2604.14683
4. How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data
https://huggingface.co/papers/2604.14164
5. ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack
https://huggingface.co/papers/2509.25843

【本日の論文】
1. Seedance 2.0: Advancing Video Generation for World Complexity
https://huggingface.co/papers/2604.14148
2. GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents
https://huggingface.co/papers/2604.07429
3. RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time
https://huggingface.co/papers/2604.11626
4. SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments
https://huggingface.co/papers/2604.14144
5. OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models
https://huggingface.co/papers/2604.10866