DAPD提升2分，扩散解码达1500token/s

重点关注

• DAPD: Dual-Anchored Policy Distillation score 10
  入选 HF Daily Papers；HF 热度: 103 upvotes (+4)；有代码实现；关键词(2): distillation, post-training
• JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion score 10
  入选 HF Daily Papers；HF 热度: 81 upvotes (+4)；有代码实现；关键词(3): distillation, latency, real-time
• Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs score 10
  入选 HF Daily Papers；HF 热度: 139 upvotes (+4)；有代码实现；关键词(2): reasoning, vision-language
• AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling score 10
  入选 HF Daily Papers；HF 热度: 74 upvotes (+4)；有代码实现；关键词(1): scaling
• DiffusionGemma Technical Report score 8
  入选 HF Daily Papers；HF 热度: 33 upvotes (+4)；关键词(2): distillation, fine-tuning
• AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks? score 9
  入选 HF Daily Papers；HF 热度: 12 upvotes (+3)；有代码实现；关键词(1): agentic
• OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models score 10
  入选 HF Daily Papers；HF 热度: 25 upvotes (+4)；有代码实现；关键词(2): compression, deployment
• UniWorld-Design: From Pixel Generation to Layer-Native Design score 7
  入选 HF Daily Papers；HF 热度: 19 upvotes (+3)；关键词(1): agentic
• TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning score 9
  入选 HF Daily Papers；HF 热度: 17 upvotes (+3)；有代码实现；关键词(2): distillation, reasoning
• PCSD: Persistent Consistency for Self-Distillation in Agentic Reinforcement Learning score 8
  入选 HF Daily Papers；HF 热度: 37 upvotes (+4)；关键词(3): distillation, GRPO, agentic

也值得关注

• DocNavRAG: Document-Structured Graph RAG with Stateful Evidence Construction for Complex Document Question Answering score 4
  机构: ETH Zurich；关键词(2): RAG, agentic
• RING: Retrieval-Internalized Generation for Continual Large-Scale Knowledge Injection score 4
  机构: Huawei；关键词(7): serving, latency, fine-tuning, pre-training, pretraining
• Distilled Roads: Generalisable Road Network Extraction Across Sensors, Resolutions, and Region score 4
  关键词(2): distillation, fine-tuning；顶会接收: ECCV
• Principles of Robot Autonomy score 4
  机构: Cambridge；关键词(2): deployment, robotics
• SEER: A Self-Grounded Evidence Interface for Controlled Spatial Relation Classification score 4
  机构: Huawei；关键词(1): reasoning
• Attention is Case-Sensitive score 4
  关键词(4): fine-tuning, pretraining, reasoning, vision-language；顶会接收: ECCV
• Neural Circuit Function Inference with LLMs score 3
  机构: Cambridge
• PDD-RRG: Posterior Diagnostic Decision for Study-level Radiology Report Generation score 3
  顶会接收: IJCAI
• Bridging Online and Offline Handwriting via Differentiable Physical Rendering score 3
  顶会接收: ECCV
• A machine-readable catalogue of the Tsiolkovsky papers (fond 555, Archive of the Russian Academy of Sciences), and a way to measure how well its handwriting can be read score 3
  机构: MIT