BayesWatch / deficient-efficientLinks
Successfully training approximations to full-rank matrices for efficiency in deep learning.
☆17Updated 4 years ago
Alternatives and similar repositories for deficient-efficient
Users that are interested in deficient-efficient are comparing it to the libraries listed below
Sorting:
- Code for BlockSwap (ICLR 2020).☆33Updated 4 years ago
- ☆23Updated 6 years ago
- Code base for SRSGD.☆28Updated 5 years ago
- Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks☆18Updated 5 years ago
- Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".☆21Updated 3 years ago
- Exploiting Uncertainty of Loss Landscape for Stochastic Optimization☆15Updated 6 years ago
- "Learning Rate Dropout" in PyTorch☆34Updated 5 years ago
- NeurIPS 2019 Paper Implementation☆12Updated 2 years ago
- Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".☆62Updated 6 years ago
- SplitNet implemented based on ResNet-50 trained on ImageNet-22K☆16Updated 7 years ago
- Implementation of Kronecker Attention in Pytorch☆19Updated 4 years ago
- Reference implementation of the PAL optimizer☆20Updated 4 years ago
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆17Updated last year
- ☆34Updated 6 years ago
- Unofficial pytorch implementation of ReZero in ResNet☆23Updated 5 years ago
- This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks…☆18Updated last year
- Partially Adaptive Momentum Estimation method in the paper "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep …☆39Updated 2 years ago
- ☆13Updated 7 years ago
- Repository for the code of the paper "Neural Networks Regularization Through Class-wise Invariant Representation Learning".☆12Updated 7 years ago
- A fast data loader for ImageNet on PyTorch.☆18Updated 6 years ago
- A pytorch implementation of Information Bottleneck GAN☆28Updated 6 years ago
- AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks☆42Updated 7 years ago
- Universal Python binding for the LMDB 'Lightning' Database☆13Updated 7 years ago
- ☆14Updated 3 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25Updated 6 years ago
- Implementation of the Deep Frank-Wolfe Algorithm -- Pytorch☆62Updated 4 years ago
- Official Pytorch Implementation for the paper 'SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients'☆17Updated 3 years ago
- Implementation for NATv2.☆23Updated 4 years ago
- ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting☆14Updated 6 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Updated 6 years ago