Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 5 days ago • 201
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EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines Paper • 2601.09465 • Published 2 days ago • 37
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13, 2025 • 51