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Feature Whitening via Gradient Transformation for Improved Convergence
Compared to EVD, complexity is reduced by a factor of the input feature dimension M. We exemplify the proposed algorithms with ResNet-based networks for image classification demonstrated on the CIFAR and Imagenet datasets.
Mimic The Raw Domain: Accelerating Action Recognition in the Compressed Domain
In this paper we are approaching the task in a completely different way; we are looking at the data from the compressed stream as a one unit clip and propose that the residual frames can replace the original RGB frames from the raw domain.
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