FLHonker / Awesome-Knowledge-DistillationLinks
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
☆2,643Updated 2 years ago
Alternatives and similar repositories for Awesome-Knowledge-Distillation
Users that are interested in Awesome-Knowledge-Distillation 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☆3,786Updated 2 months ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,417Updated 2 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,973Updated 2 years ago
- knowledge distillation papers☆766Updated 2 years ago
- A quickstart and benchmark for pytorch distributed training.☆1,665Updated last year
- A curated list of neural network pruning resources.☆2,488Updated 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
- A curated list of resources for Learning with Noisy Labels☆2,721Updated 7 months ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,260Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,577Updated last month
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,764Updated 2 months ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆585Updated 2 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,853Updated last year
- Flops counter for neural networks in pytorch framework☆2,961Updated 4 months ago
- Count the MACs / FLOPs of your PyTorch model.☆5,068Updated last year
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,366Updated 2 years ago
- Collection for Few-shot Learning☆994Updated 2 years ago
- Some tricks of pytorch...☆1,193Updated last year
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,651Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,306Updated last year
- mixup: Beyond Empirical Risk Minimization☆1,197Updated 4 years ago
- pytorch memory track code☆1,016Updated 4 years ago
- Model analyzer in PyTorch☆1,501Updated 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
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,105Updated 2 months ago
- My best practice of training large dataset using PyTorch.☆1,105Updated last year
- list of efficient attention modules☆1,019Updated 4 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆953Updated 8 months ago