Daily AI Papers Briefing (2026-07-22)

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【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 Enchancement
https://huggingface.co/papers/2607.18217