philip-bl / tensorizing_neural_networks-novikov_2015Links
MNIST experiment from Tensorizing neural networks (Novikov et al. 2015)
☆13Updated 6 years ago
Alternatives and similar repositories for tensorizing_neural_networks-novikov_2015
Users that are interested in tensorizing_neural_networks-novikov_2015 are comparing it to the libraries listed below
Sorting:
- Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.☆16Updated 4 years ago
- TedNet: A Pytorch Toolkit for Tensor Decomposition Networks☆96Updated 3 years ago
- PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.☆288Updated 3 years ago
- A thoroughly investigated survey for tensorial neural networks.☆141Updated 10 months ago
- Tensor ring low-rank factors (AAAI 2019)☆38Updated 6 years ago
- 😎 A curated list of tensor decomposition resources for model compression.☆87Updated last week
- CP and Tucker decomposition for Convolutional Neural Networks☆87Updated 7 years ago
- ☆13Updated 3 years ago
- ☆36Updated 4 years ago
- Training Neural Networks Without Gradients: A ADMM Approach☆43Updated 7 years ago
- MATLAB implementation of ManPG☆13Updated 3 years ago
- Metamodeling, sensitivity analysis and visualization using the tensor train format☆21Updated 3 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆99Updated 6 years ago
- Model compression by constrained optimization, using the Learning-Compression (LC) algorithm☆72Updated 4 years ago
- This project aims to realize the robust tensor completion algorithms via tensor ring decomposition.☆15Updated 4 years ago
- Deep convolutional tensor network☆11Updated 5 years ago
- ☆102Updated 7 years ago
- We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-…☆11Updated 7 years ago
- dlADMM: Deep Learning Optimization via Alternating Direction Method of Multipliers☆169Updated 2 years ago
- [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration☆31Updated 2 years ago
- Code for the paper "Tensorizing Generative Adversarial Nets"☆15Updated 7 years ago
- Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"☆35Updated 7 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆109Updated 5 years ago
- ☆14Updated 7 years ago
- [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…☆75Updated 3 years ago
- Implementation of Continuous Sparsification, a method for pruning and ticket search in deep networks☆33Updated 3 years ago
- Tensor Train decomposition on TensorFlow☆227Updated 4 years ago
- Learning Sparse Neural Networks through L0 regularization☆244Updated 5 years ago
- [IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.☆59Updated 2 years ago
- Matlab code of Bayesian CP Factorization for Tensor Completion☆35Updated 9 years ago