jaehong31 / CGES
Combined Group and Exclusive Sparsity for Deep Neural Networks, ICML 2017
☆31Updated 7 years ago
Alternatives and similar repositories for CGES:
Users that are interested in CGES are comparing it to the libraries listed below
- Low-rank convolutional neural networks☆97Updated 9 years ago
- Structured Bayesian Pruning, NIPS 2017☆74Updated 4 years ago
- This project is the Torch implementation of our accepted AAAI 2018 paper : orthogonal weight normalization method for solving orthogonali…☆57Updated 5 years ago
- Net2Net implementation on PyTorch for any possible vision layers.☆38Updated 7 years ago
- ☆55Updated 6 years ago
- Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search☆89Updated 5 years ago
- ☆87Updated 6 years ago
- ☆23Updated 6 years ago
- Dynamic Distribution Pruning for Efficient Network Architecture Search☆48Updated 5 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆112Updated 6 years ago
- Semi-supervised deep learning by metric embedding☆19Updated 8 years ago
- Learning to share: simultaneous parameter tying and sparsification in deep learning☆12Updated 6 years ago
- For the reproduction of research by Agostinelli et al. Learning Activation Functions to Improve Deep Neural Networks. http://arxiv.org/ab…☆19Updated 9 years ago
- PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020☆50Updated 5 years ago
- A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).☆206Updated 6 years ago
- Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee☆59Updated 6 years ago
- Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization at CVPR'19☆48Updated 5 years ago
- Cheap distillation for convolutional neural networks.☆33Updated 6 years ago
- Active Convolution☆60Updated 8 years ago
- ☆38Updated 8 years ago
- Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!)☆81Updated 7 years ago
- A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)☆40Updated 6 years ago
- Pytorch implementation of TRP☆45Updated 4 years ago
- Implementation for Trained Ternary Network.☆108Updated 8 years ago
- Implementation of the Deep Frank-Wolfe Algorithm -- Pytorch☆62Updated 4 years ago
- An Implementation of "Small steps and giant leaps: Minimal Newton solvers for Deep Learning" In pytorch☆21Updated 6 years ago
- Pytorch implementation of SNAS☆75Updated 6 years ago
- TensorFlow implementation of PNASNet-5 on ImageNet☆101Updated 6 years ago
- "Efficient end-to-end learning for quantizable representations" accepted at ICML2018☆66Updated 6 years ago
- Lua implementation of Entropy-SGD☆81Updated 7 years ago