HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization
Paper • 2308.07163 • Published • 1
Regularization
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Deep Learning Meets Sparse Regularization: A Signal Processing Perspective
Paper • 2301.09554 • Published • 1 -
Weight Compander: A Simple Weight Reparameterization for Regularization
Paper • 2306.16993 • Published • 1 -
FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization
Paper • 2309.06805 • Published • 1 -
LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks
Paper • 2011.09905 • Published • 1 -
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition
Paper • 2209.15176 • Published • 1 -
Learning Continually by Spectral Regularization
Paper • 2406.06811 • Published