ずんだもんのHugging Faceニュース

【本日の論文】 1. Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs https://huggingface.co/papers/2605.30611 2. On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters https://huggingface.co/papers/2606.02437 3. A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks https://huggingface.co/papers/2605.28556 4. K-Bro...

【本日の論文】 1. GrepSeek: Training Search Agents for Direct Corpus Interaction https://huggingface.co/papers/2605.29307 2. COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation https://huggingface.co/papers/2605.31264 3. Trust-Region Behavior Blending for On-Policy Distillation https://huggingface.co/papers/2605.31159 4. Representation Forcing for Bottleneck-Free Unifi...

【本日の論文】 1. AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security https://huggingface.co/papers/2605.29801 2. Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments https://huggingface.co/papers/2605.30280 3. OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources https://huggingface.co/pape...

【本日の論文】 1. AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security https://huggingface.co/papers/2605.29801 2. Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments https://huggingface.co/papers/2605.30280 3. OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources https://huggingface.co/pape...

【本日の論文】 1. AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security https://huggingface.co/papers/2605.29801 2. Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments https://huggingface.co/papers/2605.30280 3. OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources https://huggingface.co/pape...

【本日の論文】 1. Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players https://huggingface.co/papers/2605.28816 2. ProRL: Effective Reinforcement Learning for Proactive Recommendation via Rectified Policy Gradient Estimation https://huggingface.co/papers/2605.28293 3. Agent Explorative Policy Optimization for Multimodal Agentic Reasoning https://huggingface.co/papers/2605.28774 4....

【本日の論文】 1. LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding https://huggingface.co/papers/2605.27365 2. EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation https://huggingface.co/papers/2605.23271 3. SpatialBench: Is Your Spatial Foundation Model an All-Round Player? https://huggingface.co/papers/...

【本日の論文】 1. DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning https://huggingface.co/papers/2605.25604 2. WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation https://huggingface.co/papers/2605.25874 3. Macaron-A2UI: A Model for Generative UI in Personal Agents https://huggingface.co/papers/2605.24830 4. Founda...

【本日の論文】 1. SkillOpt: Executive Strategy for Self-Evolving Agent Skills https://huggingface.co/papers/2605.23904 2. Rethinking Cross-Layer Information Routing in Diffusion Transformers https://huggingface.co/papers/2605.20708 3. Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models https://huggingface.co/papers/2605.21573 4. SciAtlas: A Large-Scale Knowledge Graph for Au...

【本日の論文】 1. DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards https://huggingface.co/papers/2605.21467 2. TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation https://huggingface.co/papers/2605.22355 3. Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality? https://huggingface.co/papers/260...

【本日の論文】 1. DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards https://huggingface.co/papers/2605.21467 2. TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation https://huggingface.co/papers/2605.22355 3. Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality? https://huggingface.co/papers/260...

【本日の論文】 1. TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation https://huggingface.co/papers/2605.22355 2. Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality? https://huggingface.co/papers/2605.22109 3. DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards https://huggingface.co/papers/260...

【本日の論文】 1. Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation https://huggingface.co/papers/2605.19833 2. Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining https://huggingface.co/papers/2605.14747 3. Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos https://huggingface.co/p...

【本日の論文】 1. When Vision Speaks for Sound https://huggingface.co/papers/2605.16403 2. Active Learners as Efficient PRP Rerankers https://huggingface.co/papers/2605.14236 3. Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information https://huggingface.co/papers/2605.11609 4. GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment https://huggin...

【本日の論文】 1. Code as Agent Harness https://huggingface.co/papers/2605.18747 2. SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution https://huggingface.co/papers/2605.18401 3. LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation https://huggingface.co/papers/2605.18739 4. Lance: Unified Multimodal Modeling by Multi-Task Synergy http...

【本日の論文】 1. CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence https://huggingface.co/papers/2605.12882 2. PhysBrain 1.0 Technical Report https://huggingface.co/papers/2605.15298 3. MMSkills: Towards Multimodal Skills for General Visual Agents https://huggingface.co/papers/2605.13527 4. FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Cust...

【本日の論文】 1. Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling https://huggingface.co/papers/2605.13301 2. Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation https://huggingface.co/papers/2605.15141 3. Self-Distilled Agentic Reinforcement Learning https://huggingface.co/papers/2605.15155 4. MemLens: B...

【本日の論文】 1. Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling https://huggingface.co/papers/2605.13301 2. Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation https://huggingface.co/papers/2605.15141 3. Self-Distilled Agentic Reinforcement Learning https://huggingface.co/papers/2605.15155 4. MemLens: B...

【本日の論文】 1. Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling https://huggingface.co/papers/2605.13301 2. Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation https://huggingface.co/papers/2605.15141 3. Self-Distilled Agentic Reinforcement Learning https://huggingface.co/papers/2605.15155 4. MemLens: B...

【本日の論文】 1. MinT: Managed Infrastructure for Training and Serving Millions of LLMs https://huggingface.co/papers/2605.13779 2. MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image https://huggingface.co/papers/2605.10616 3. AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation https://huggingface.co/papers/2605.13724 4. Training Long-Context Vision-...

【本日の論文】 1. MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents https://huggingface.co/papers/2605.09530 2. SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture https://huggingface.co/papers/2605.12500 3. δ-mem: Efficient Online Memory for Large Language Models https://huggingface.co/papers/2605.12357 4. RubricEM: Meta-RL...

【本日の論文】 1. Qwen-Image-2.0 Technical Report https://huggingface.co/papers/2605.10730 2. Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs https://huggingface.co/papers/2605.09063 3. CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models https://huggingface.co/papers/2605.08735 4. TMAS: Scaling Test-Time Compute...

【本日の論文】 1. Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers https://huggingface.co/papers/2605.06169 2. MACE-Dance: Motion-Appearance Cascaded Experts for Music-Driven Dance Video Generation https://huggingface.co/papers/2512.18181 3. Flow-OPD: On-Policy Distillation for Flow Matching Models https://huggingface.co/papers/2605.08063 4. HyperEyes: Dual...

【本日の論文】 1. Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction https://huggingface.co/papers/2605.05242 2. Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning https://huggingface.co/papers/2605.06130 3. Continuous Latent Diffusion Language Model https://huggingface.co/papers/2605.06548 4. MiA-Signature: Approximating G...

【本日の論文】 1. Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction https://huggingface.co/papers/2605.05242 2. Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning https://huggingface.co/papers/2605.06130 3. Continuous Latent Diffusion Language Model https://huggingface.co/papers/2605.06548 4. MiA-Signature: Approximating G...