haitongli / knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
☆1,834Updated last year
Related projects: ⓘ
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,579Updated 2 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,468Updated last year
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,158Updated 11 months ago
- Awesome Knowledge Distillation☆3,417Updated 3 weeks ago
- Flops counter for convolutional networks in pytorch framework☆2,783Updated 2 months ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,159Updated last year
- knowledge distillation papers☆736Updated last year
- mixup: Beyond Empirical Risk Minimization☆1,156Updated 2 years ago
- Count the MACs / FLOPs of your PyTorch model.☆4,832Updated 2 months ago
- Classification with PyTorch.☆1,675Updated 3 months ago
- A curated list of neural network pruning resources.☆2,329Updated 5 months ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆971Updated 3 years ago
- PyTorch implementation of Contrastive Learning methods☆1,932Updated 11 months ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,458Updated last year
- Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.☆1,199Updated 3 months ago
- Model analyzer in PyTorch☆1,459Updated last year
- Codebase for Image Classification Research, written in PyTorch.☆2,133Updated 5 months ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,506Updated 4 years ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, I…☆1,351Updated 2 weeks ago
- Official Pytorch implementation of CutMix regularizer☆1,214Updated 4 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,299Updated 3 years ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆712Updated 5 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,056Updated 8 months ago
- A quickstart and benchmark for pytorch distributed training.☆1,617Updated last month
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,216Updated 6 months ago
- A PyTorch Implementation of Focal Loss.☆951Updated 4 years ago
- A CV toolkit for my papers.☆2,038Updated 3 months ago
- My best practice of training large dataset using PyTorch.☆1,080Updated 4 months ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆922Updated last week
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,732Updated 2 months ago