haitongli / knowledge-distillation-pytorchLinks
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
☆1,973Updated 2 years ago
Alternatives and similar repositories for knowledge-distillation-pytorch
Users that are interested in knowledge-distillation-pytorch are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,734Updated 4 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,645Updated 2 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,417Updated 2 years ago
- Awesome Knowledge Distillation☆3,785Updated this week
- knowledge distillation papers☆766Updated 2 years ago
- A curated list of neural network pruning resources.☆2,488Updated last year
- Flops counter for neural networks in pytorch framework☆2,961Updated 4 months ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,577Updated last month
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,517Updated 5 years ago
- Classification with PyTorch.☆1,747Updated last year
- mixup: Beyond Empirical Risk Minimization☆1,197Updated 4 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆585Updated 2 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,260Updated last year
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆992Updated last year
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,495Updated 2 years ago
- Count the MACs / FLOPs of your PyTorch model.☆5,068Updated last year
- Model analyzer in PyTorch☆1,501Updated 2 years ago
- Codebase for Image Classification Research, written in PyTorch.☆2,167Updated last year
- A quickstart and benchmark for pytorch distributed training.☆1,665Updated last year
- My best practice of training large dataset using PyTorch.☆1,105Updated last year
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,460Updated 7 years ago
- Official Pytorch implementation of CutMix regularizer☆1,246Updated 5 years ago
- Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.☆1,339Updated last year
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆881Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Updated 4 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,613Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆740Updated 6 years ago
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆833Updated 3 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,334Updated 5 years ago