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10/25/2022
Gradient-based Weight Density Balancing for Robust Dynamic Sparse Training
Training a sparse neural network from scratch requires optimizing connec...
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10/18/2022
MotionDeltaCNN: Sparse CNN Inference of Frame Differences in Moving Camera Videos
Convolutional neural network inference on video input is computationally...
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03/08/2022
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos
Convolutional neural network inference on video data requires powerful h...
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03/04/2021