yuanli2333 / Teacher-free-Knowledge-Distillation
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
☆584Updated 2 years ago
Alternatives and similar repositories for Teacher-free-Knowledge-Distillation:
Users that are interested in Teacher-free-Knowledge-Distillation are comparing it to the libraries listed below
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆415Updated 4 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆398Updated 3 years ago
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆236Updated 2 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆256Updated 5 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆957Updated 3 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆266Updated 2 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆586Updated 3 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆695Updated 3 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆631Updated last year
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆117Updated 4 years ago
- Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"☆426Updated last year
- knowledge distillation papers☆748Updated 2 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆662Updated 2 years ago
- An unofficial implementation of 《Deep Mutual Learning》 by Pytorch to do classification on cifar100.☆163Updated 4 years ago
- 🛠 Toolbox to extend PyTorch functionalities☆419Updated 9 months ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,657Updated 3 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆352Updated 2 years ago
- A curated list of long-tailed recognition resources.☆584Updated last year
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆830Updated last year
- A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', …☆169Updated 3 years ago
- A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quan…☆618Updated last year
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆563Updated 6 months ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆658Updated 3 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆315Updated 5 years ago
- The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other ta…☆714Updated 4 years ago
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆882Updated 4 years ago
- ☆125Updated 4 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆267Updated last year
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆914Updated last year
- Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"☆461Updated 4 years ago