btaeyang,github

attention-feature-distillation

Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)

attention-mechanism-implementation

Self-attention、Non-local、SE、SK、CBAM、DANet

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

awesome-vision-attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

channel-distillation

PyTorch implementation for Channel Distillation

cvpr2022-papers-with-code-demo

收集 CVPR 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deeplearningnotes

《深度学习》花书手推笔记

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

distillationzoo

Copy from RepDistiller，use for self

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

hsakd

[IJCAI-2021&&TNNLS-2022] Official implementation of Hierarchical Self-supervised Augmented Knowledge Distillation

ickd

Offical Code for Paper "Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation"

kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

lihang-code

《统计学习方法》的代码实现

machine-learning-notes

周志华《机器学习》手推笔记

mmcv

OpenMMLab Computer Vision Foundation

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

overhaul-distillation

Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)

pytorch-cifar-cutmix-kd

code with pytorch, using cifar10 datasets and data-augmentation skill cutmix

reviewkd

Distilling Knowledge via Knowledge Review, CVPR 2021

simkd

[CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".

sskd

[ECCV2020] Knowledge Distillation Meets Self-Supervision

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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