【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 via Multi-Agent Synergy
https://huggingface.co/papers/2605.10344
5. PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents
https://huggingface.co/papers/2605.10341

【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-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents
https://huggingface.co/papers/2605.07177
5. Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
https://huggingface.co/papers/2605.06139

【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 Global Activation for Long-Context Understanding
https://huggingface.co/papers/2605.06416
5. RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation
https://huggingface.co/papers/2605.04523

【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 Global Activation for Long-Context Understanding
https://huggingface.co/papers/2605.06416
5. RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation
https://huggingface.co/papers/2605.04523

【本日の論文】
1. Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
https://huggingface.co/papers/2605.06130
2. Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
https://huggingface.co/papers/2605.05242
3. Continuous Latent Diffusion Language Model
https://huggingface.co/papers/2605.06548
4. MiA-Signature: Approximating Global Activation for Long-Context Understanding
https://huggingface.co/papers/2605.06416
5. RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation
https://huggingface.co/papers/2605.04523

【本日の論文】
1. Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation
https://huggingface.co/papers/2605.03849
2. Stream-T1: Test-Time Scaling for Streaming Video Generation
https://huggingface.co/papers/2605.04461
3. RLDX-1 Technical Report
https://huggingface.co/papers/2605.03269
4. OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents
https://huggingface.co/papers/2605.05185
5. HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation
https://huggingface.co/papers/2604.28196

【本日の論文】
1. ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
https://huggingface.co/papers/2605.03042
2. OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories
https://huggingface.co/papers/2605.04036
3. Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL
https://huggingface.co/papers/2604.28123
4. X2SAM: Any Segmentation in Images and Videos
https://huggingface.co/papers/2605.00891
5. HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness
https://huggingface.co/papers/2605.02396

【本日の論文】
1. MolmoAct2: Action Reasoning Models for Real-world Deployment
https://huggingface.co/papers/2605.02881
2. From Context to Skills: Can Language Models Learn from Context Skillfully?
https://huggingface.co/papers/2604.27660
3. Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs
https://huggingface.co/papers/2605.00814
4. Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
https://huggingface.co/papers/2604.28075
5. OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models
https://huggingface.co/papers/2605.00877

【本日の論文】
1. UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors
https://huggingface.co/papers/2605.00658
2. Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction
https://huggingface.co/papers/2604.27221
3. Map2World: Segment Map Conditioned Text to 3D World Generation
https://huggingface.co/papers/2605.00781
4. Prox-E: Fine-Grained 3D Shape Editing via Primitive-Based Abstractions
https://huggingface.co/papers/2604.23774
5. From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills
https://huggingface.co/papers/2604.24026

【本日の論文】
1. Heterogeneous Scientific Foundation Model Collaboration
https://huggingface.co/papers/2604.27351
2. Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling
https://huggingface.co/papers/2604.28185
3. Co-Evolving Policy Distillation
https://huggingface.co/papers/2604.27083
4. Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
https://huggingface.co/papers/2604.28158
5. ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control
https://huggingface.co/papers/2604.27711