HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization Paper • 2308.07163 • Published Aug 14, 2023 • 1
Deep Learning Meets Sparse Regularization: A Signal Processing Perspective Paper • 2301.09554 • Published Jan 23, 2023 • 1
Weight Compander: A Simple Weight Reparameterization for Regularization Paper • 2306.16993 • Published Jun 29, 2023 • 1
FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization Paper • 2309.06805 • Published Sep 13, 2023 • 1
LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks Paper • 2011.09905 • Published Nov 16, 2020 • 1
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition Paper • 2209.15176 • Published Sep 30, 2022 • 1