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DA-Lion: Efficient Neural Video Representation via Direction-Aware Optimization

Mao, Qingyu et al.
arXiv (All) · Papers
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Implicit neural video representation (NVR) encodes a video as the parameters of an overfitted neural network, where training and testing data are identical and the objective is instance-specific signal fitting. In this deterministic regime, optimization dynamics directly determine reconstruction qua
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