原子接口相较原生SDK让桌面Agent在线token约少73%

重点关注

• Data-Centric Recursive Self-Improvement for Navigation via Policy-Synchronized Language-Action Dual Bootstrapping score 10
  入选 HF Daily Papers；HF 热度: 25 upvotes (+4)；有代码实现；关键词(3): fine-tuning, reasoning, vision-language
• A Decade in a Day: Synthesizing Agent-Native Interfaces from Human-Oriented Software Evolution score 9
  入选 HF Daily Papers；HF 热度: 25 upvotes (+4)；有代码实现
• VIEWCRAFT: Evolving What Multimodal Agents See and How They Read It score 9
  入选 HF Daily Papers；HF 热度: 22 upvotes (+4)；有代码实现

也值得关注

• SARATHI: Decoupled Data-Free Probing and Adaptive Reconstruction for Structured LLM Pruning score 4
  关键词(2): pruning, post-training；顶会接收: EMNLP
• Apertus 1.5: From Open Text Models to Open Multimodal Reasoners score 4
  机构: ETH Zurich；关键词(3): finetuning, pretraining, reasoning
• Sparse All-Layer Connector for Domain Generalised Semantic Segmentation score 4
  关键词(1): vision-language；顶会接收: NeurIPS
• Towards Autopilot Labeling for Short Video Content Governance score 4
  关键词(1): agentic；顶会接收: EMNLP
• SpecForge: Recursive Self-Improvement for Coding Agents via Behavioral Specifications score 4
  关键词(1): coding；顶会接收: NeurIPS
• What DNA Foundation Models Learn Beyond Sequence Composition score 4
  关键词(1): fine-tuning；顶会接收: NeurIPS
• Personalized LLM Recommendation with Semantic IDs: Autoregressive Beam Search vs. Multi-Token Prediction score 4
  关键词(2): latency, throughput；顶会接收: NeurIPS
• When Trackers Fail: VLM-Guided Verification and Recovery for Robust Video Object Segmentation score 4
  关键词(2): reasoning, vision-language；顶会接收: NeurIPS
• An Interpretable Linguistically-Grounded Analysis of Scene Saliency in Movie Screenplays score 3
  顶会接收: EMNLP
• Rethinking Human Intent-to-CAD: Parametric CAD Model Generation via Cooperative Multi-Task Alignment and Spatial-Aware Reinforcement Learning score 3
  顶会接收: ICML
• Mesh-Free Convolution: Learned Spectral Attenuation and Transport score 3
  顶会接收: NeurIPS