A kinematic-to-visual lifting paradigm combined with hierarchically routed control generates action-conditioned surgical videos with better faithfulness, fidelity, and efficiency.
Controllable weather synthesis and removal with video diffusion models
2 Pith papers cite this work. Polarity classification is still indexing.
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The LoViF 2026 challenge introduces a short-form video weather removal dataset and summarizes results from 5 valid submissions out of 37 participants.
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From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
A kinematic-to-visual lifting paradigm combined with hierarchically routed control generates action-conditioned surgical videos with better faithfulness, fidelity, and efficiency.
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LoViF 2026 The First Challenge on Weather Removal in Videos
The LoViF 2026 challenge introduces a short-form video weather removal dataset and summarizes results from 5 valid submissions out of 37 participants.