most citedDiffusion-ES: Gradient-free Planning with Diffusion for Autonomous Driving and Zero-Shot Instruction Following

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cs.CV2026

Temporal Backtracking Search for Test-time Generative Video Reasoning

Sejoon Jun, Zheng Ding, Huangyuan Su +2

While test-time scaling has revolutionized reasoning in large language models, generative video reasoning remains bottlenecked by a single-shot paradigm. We demonstrate that search…