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Author

Gordon Wetzstein

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#machine learning Feb 2026

Mode Seeking meets Mean Seeking for Fast Long Video Generation

This paper proposes a training paradigm where Mode Seeking meets Mean Seeking, decoupling local fidelity from long-term coherence based on a unified representation via a Decoupled Diffusion Transformer, and closes the fidelity-horizon gap by jointly improving local sharpness, motion and long-range consistency.

Shengqu Cai, Weili Nie, Chao Liu et al. · 12 citations · ⚡2
Jul 2026

Masked Visual Actions for Unified World Modeling

Masked Visual Actions is introduced, a pixel-space control interface that expresses action as a partially revealed trajectory of an arbitrary entity in a video that supports inverse modeling by synthesizing robot motion from desired object motion.

Hadi Alzayer, Wenlong Huang, Haonan Chen et al. · 3 citations · ⚡1

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