dots.tts首包54ms，SWE自进化破50%

重点关注

• UniSHARP: Universal Sharp Monocular View Synthesis score 7
  入选 HF Daily Papers；HF 热度: 8 upvotes (+2)；有代码实现
• dots.tts Technical Report score 6
  入选 HF Daily Papers；有代码实现；关键词(5): distillation, deployment, latency, post-training, open-source

也值得关注

• Korean Culture into LLM Alignment: Toward Cultural Coherence score 4
  关键词(2): fine-tuning, DPO；顶会接收: ICML
• Breaking the Lock-in: Diversifying Text-to-Image Generation via Representation Modulation score 4
  关键词(1): text-to-image；顶会接收: ICML
• MotionEnhancer: Leveraging Video Diffusion for Motion-Enhanced Vision-Language Models score 4
  关键词(1): vision-language；顶会接收: CVPR
• ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning score 4
  机构: Imperial College；关键词(3): scaling, coding, reasoning
• DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling score 4
  关键词(2): coding, reasoning；顶会接收: ICML
• Textual Supervision Enhances Geospatial Representations in Vision-Language Models score 4
  关键词(2): reasoning, vision-language；顶会接收: ICML
• TabSwift: An Efficient Tabular Foundation Model with Row-Wise Attention score 4
  关键词(5): lightweight, deployment, serving, latency, pretraining；顶会接收: ICML
• Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills score 4
  入选 HF Daily Papers；关键词(2): coding, synthetic data
• Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy score 3
  顶会接收: ICLR
• ForensicConcept: Transferable Forensic Concepts for AIGI Detection score 3
  顶会接收: ICML
• Explaining Unsupervised Disease Staging in Huntington's Disease: Insights into Model Representations and Clusters score 3
  机构: Imperial College
• Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese score 3
  顶会接收: ACL
• Supervision versus Demonstration-Based In-Context Learning for Multiword Expression Classification score 3
  顶会接收: ACL