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07/03/2021
Exact Backpropagation in Binary Weighted Networks with Group Weight Transformations
Quantization based model compression serves as high performing and fast ...
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12/07/2020
DiffPrune: Neural Network Pruning with Deterministic Approximate Binary Gates and L_0 Regularization
Modern neural network architectures typically have many millions of para...
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06/03/2020
SimPool: Towards Topology Based Graph Pooling with Structural Similarity Features
Deep learning methods for graphs have seen rapid progress in recent year...
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11/05/2019
Dynamic Time Warp Convolutional Networks
Where dealing with temporal sequences it is fair to assume that the same...
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04/01/2019