research
∙
06/29/2023
Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging
Neural networks can be significantly compressed by pruning, leading to s...
share
research
∙
05/24/2022
Compression-aware Training of Neural Networks using Frank-Wolfe
Many existing Neural Network pruning approaches either rely on retrainin...
research
∙
11/01/2021
Back to Basics: Efficient Network Compression via IMP
Network pruning is a widely used technique for effectively compressing D...
research
∙
10/14/2020
Deep Neural Network Training with Frank-Wolfe
This paper studies the empirical efficacy and benefits of using projecti...
research
∙
09/29/2020