Daily AI Papers Briefing (2026-07-22)

ずんだもんのHugging Faceニュース · Jul 21, 2026 · 3m

【本日の論文】

1. TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

https://huggingface.co/papers/2607.17423

2. EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

https://huggingface.co/papers/2607.17250

3. DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

https://huggingface.co/papers/2607.07820

4. SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

https://huggingface.co/papers/2607.18213

5. HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent…