Network Compression

ADA-Tucker: Compressing Deep Neural Networks via Adaptive Dimension Adjustment Tucker Decomposition

We propose a novel network compression method called Adaptive Dimension Adjustment Tucker decomposition (ADA-Tucker), with learnable core tensors and transformation matrices, ADA-Tucker performs Tucker decomposition of arbitrary-order tensors.