双流MoE统一多模态，换装视频30倍提速

重点关注

• FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization score 10
  入选 HF Daily Papers；HF 热度: 54 upvotes (+4)；有代码实现；关键词(3): distillation, latency, real-time
• Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization score 10
  入选 HF Daily Papers；HF 热度: 29 upvotes (+4)；有代码实现；关键词(2): scaling, GRPO
• Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR score 10
  入选 HF Daily Papers；HF 热度: 29 upvotes (+4)；有代码实现；关键词(5): scaling, lightweight, distillation, GRPO, reasoning
• ReactiveGWM: Steering NPC in Reactive Game World Models score 10
  入选 HF Daily Papers；HF 热度: 24 upvotes (+4)；有代码实现；关键词(1): lightweight
• PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control score 8
  入选 HF Daily Papers；HF 热度: 9 upvotes (+2)；有代码实现；关键词(1): vision-language
• Unlocking Dense Metric Depth Estimation in VLMs score 8
  入选 HF Daily Papers；HF 热度: 9 upvotes (+2)；有代码实现；关键词(3): lightweight, reasoning, vision-language
• Sparse Autoencoders enable Robust and Interpretable Fine-tuning of CLIP models score 8
  入选 HF Daily Papers；HF 热度: 6 upvotes (+2)；有代码实现；关键词(2): fine-tuning, vision-language
• Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution score 7
  入选 HF Daily Papers；HF 热度: 18 upvotes (+3)；关键词(2): agentic, reasoning
• CM-EVS: Sparse Panoramic RGB-D-Pose Data for Complete Scene Coverage score 7
  入选 HF Daily Papers；HF 热度: 8 upvotes (+2)；有代码实现
• WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes score 7
  入选 HF Daily Papers；HF 热度: 4 upvotes (+1)；有代码实现；关键词(1): embodied

也值得关注

• DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation score 4
  机构: Huawei；关键词(3): fine-tuning, retrieval-augmented, RAG
• Simple Approximation and Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures score 4
  关键词(2): scaling, mixture of experts；顶会接收: ICML
• HexagonalWarriorMamba: Superior Threshold-Dependent Multi-label Classification of 12-Lead ECG Cardiac Abnormalities score 4
  机构: Huawei；关键词(1): mamba
• DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition score 4
  关键词(1): production；顶会接收: ACL
• FedSDR: Federated Self-Distillation with Rectification score 4
  关键词(2): distillation, fine-tuning；顶会接收: ICML
• Exploring Trust Calibration in XAI - The Impact of Exposing Model Limitations to Lay Users score 4
  机构: xAI；关键词(1): deployment
• LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning score 4
  关键词(1): reasoning；顶会接收: ICML
• The Expressive Power of Low Precision Softmax Transformers with (Summarized) Chain-of-Thought score 4
  关键词(2): scaling, reasoning；顶会接收: ICML
• From Volume to Value: Preference-Aligned Memory Construction for On-Device RAG score 4
  关键词(2): latency, RAG；顶会接收: ICML
• StableVLA: Towards Robust Vision-Language-Action Models without Extra Data score 10
  入选 HF Daily Papers；HF 热度: 13 upvotes (+3)；关键词(3): lightweight, pre-training, vision-language；顶会接收: ICML
• Protein Fold Classification at Scale: Benchmarking and Pretraining score 4
  关键词(2): lightweight, pretraining；顶会接收: ICML
• Dance Across Shifts: Forward-Facilitation Continual Test-Time Adaptation through Dynamic Style Bridging score 4
  关键词(1): deployment；顶会接收: CVPR
• Lance: Unified Multimodal Modeling by Multi-Task Synergy score 13
  机构: ByteDance；入选 HF Daily Papers；HF 热度: 59 upvotes (+4)；有代码实现；关键词(3): scaling, lightweight, open-source
• CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation score 4
  关键词(1): agentic；顶会接收: CVPR
• SURGE: Approximation-free Training Free Particle Filter for Diffusion Surrogate score 4
  关键词(2): scaling, mixture of experts；顶会接收: ICML