dkozlov / awesome-knowledge-distillation
Awesome Knowledge Distillation
☆3,611Updated last week
Alternatives and similar repositories for awesome-knowledge-distillation:
Users that are interested in awesome-knowledge-distillation are comparing it to the libraries listed below
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,559Updated last year
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,921Updated last year
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,672Updated 3 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,295Updated last year
- knowledge distillation papers☆752Updated 2 years ago
- Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…☆4,376Updated last year
- A curated list of neural network pruning resources.☆2,426Updated 11 months ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Updated 4 years ago
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,452Updated 6 years ago
- Count the MACs / FLOPs of your PyTorch model.☆4,964Updated 8 months ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆939Updated 3 months ago
- Flops counter for convolutional networks in pytorch framework☆2,869Updated 2 months ago
- My best practice of training large dataset using PyTorch.☆1,092Updated 10 months ago
- ☆668Updated 3 years ago
- Classification with PyTorch.☆1,719Updated 9 months ago
- A curated list of resources for Learning with Noisy Labels☆2,662Updated 10 months ago
- PyTorch implementation of Contrastive Learning methods☆1,966Updated last year
- Codebase for Image Classification Research, written in PyTorch.☆2,150Updated last year
- Model analyzer in PyTorch☆1,477Updated 2 years ago
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,033Updated last year
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆25 knowledge distillation methods p…☆1,467Updated last week
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,223Updated 5 months ago
- A curated list of awesome self-supervised methods☆6,244Updated 8 months ago
- A quickstart and benchmark for pytorch distributed training.☆1,657Updated 7 months ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,922Updated 3 months ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆840Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,318Updated 4 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,220Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,237Updated last year
- Network Slimming (Pytorch) (ICCV 2017)☆916Updated 4 years ago