【本日の論文】
1. Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs
https://huggingface.co/papers/2602.10388
2. SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise
https://huggingface.co/papers/2602.12783
3. MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs
https://huggingface.co/papers/2602.12705
4. Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception
https://huggingface.co/papers/2602.11858
5. OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence
https://huggingface.co/papers/2602.08683

【本日の論文】
1. CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding
https://huggingface.co/papers/2602.01785
2. AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration
https://huggingface.co/papers/2602.03786
3. No Global Plan in Chain-of-Thought: Uncover the Latent Planning Horizon of LLMs
https://huggingface.co/papers/2602.02103
4. MARS: Modular Agent with Reflective Search for Automated AI Research
https://huggingface.co/papers/2602.02660
5. daVinci-Agency: Unlocking Long-Horizon Agency Data-Efficiently
https://huggingface.co/papers/2602.02619

【本日の論文】
1. Green-VLA: Staged Vision-Language-Action Model for Generalist Robots
https://huggingface.co/papers/2602.00919
2. Kimi K2.5: Visual Agentic Intelligence
https://huggingface.co/papers/2602.02276
3. Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models
https://huggingface.co/papers/2601.22060
4. Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models
https://huggingface.co/papers/2602.02185
5. Closing the Loop: Universal Repository Representation with RPG-Encoder
https://huggingface.co/papers/2602.02084

【本日の論文】
1. Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives
https://huggingface.co/papers/2601.20833
2. Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
https://huggingface.co/papers/2601.20354
3. Scaling Embeddings Outperforms Scaling Experts in Language Models
https://huggingface.co/papers/2601.21204
4. DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
https://huggingface.co/papers/2601.22153
5. MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
https://huggingface.co/papers/2601.21821

【本日の論文】
1. Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives
https://huggingface.co/papers/2601.20833
2. Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
https://huggingface.co/papers/2601.20354
3. Scaling Embeddings Outperforms Scaling Experts in Language Models
https://huggingface.co/papers/2601.21204
4. DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
https://huggingface.co/papers/2601.22153
5. MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
https://huggingface.co/papers/2601.21821

【本日の論文】
1. Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives
https://huggingface.co/papers/2601.20833
2. Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
https://huggingface.co/papers/2601.20354
3. Scaling Embeddings Outperforms Scaling Experts in Language Models
https://huggingface.co/papers/2601.21204
4. DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
https://huggingface.co/papers/2601.22153
5. OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models
https://huggingface.co/papers/2601.21639

【本日の論文】
1. Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
https://huggingface.co/papers/2601.20614
2. Advancing Open-source World Models
https://huggingface.co/papers/2601.20540
3. Innovator-VL: A Multimodal Large Language Model for Scientific Discovery
https://huggingface.co/papers/2601.19325
4. DeepSeek-OCR 2: Visual Causal Flow
https://huggingface.co/papers/2601.20552
5. Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
https://huggingface.co/papers/2601.20209

【本日の論文】
1. AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security
https://huggingface.co/papers/2601.18491
2. AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
https://huggingface.co/papers/2601.18631
3. A Pragmatic VLA Foundation Model
https://huggingface.co/papers/2601.18692
4. Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models
https://huggingface.co/papers/2601.19834
5. AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking
https://huggingface.co/papers/2601.17645

【本日の論文】
1. Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs
https://huggingface.co/papers/2601.17058
2. daVinci-Dev: Agent-native Mid-training for Software Engineering
https://huggingface.co/papers/2601.18418
3. The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation
https://huggingface.co/papers/2601.17737
4. Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility
https://huggingface.co/papers/2601.17027
5. Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers
https://huggingface.co/papers/2601.17367

【本日の論文】
1. LongCat-Flash-Thinking-2601 Technical Report
https://huggingface.co/papers/2601.16725
2. SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents
https://huggingface.co/papers/2601.16746
3. TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers
https://huggingface.co/papers/2601.14133
4. VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents
https://huggingface.co/papers/2601.16973
5. Memory-V2V: Augmenting Video-to-Video Diffusion Models with Memory
https://huggingface.co/papers/2601.16296