lenscloth / RKD
Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
☆395Updated 3 years ago
Alternatives and similar repositories for RKD:
Users that are interested in RKD are comparing it to the libraries listed below
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆416Updated 4 years ago
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆236Updated 2 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆585Updated 2 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆257Updated 5 years ago
- TensorFlow Implementation of Deep Mutual Learning☆322Updated 6 years ago
- An unofficial implementation of 《Deep Mutual Learning》 by Pytorch to do classification on cifar100.☆166Updated 4 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆666Updated 2 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆353Updated 2 years ago
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆117Updated 4 years ago
- FitNets: Hints for Thin Deep Nets☆205Updated 9 years ago
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Updated 5 years ago
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆264Updated 5 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆268Updated last year
- A curated list of long-tailed recognition resources.☆583Updated last year
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆209Updated 5 years ago
- [AAAI-2020] Official implementation for "Online Knowledge Distillation with Diverse Peers".☆73Updated last year
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆149Updated 4 years ago
- Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)☆106Updated 4 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆697Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆960Updated 3 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆266Updated 2 years ago
- [NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition☆138Updated 3 years ago
- XBM: Cross-Batch Memory for Embedding Learning☆308Updated 2 years ago
- PyTorch code for softmax variants: center loss, cosface loss, large-margin gaussian mixture, COCOLoss, ring loss☆255Updated 6 years ago
- PyTorch Implementation for SoftTriple Loss☆203Updated 7 months ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆856Updated 2 years ago
- ☆124Updated 4 years ago
- A large scale study of Knowledge Distillation.☆219Updated 4 years ago
- PyTorch implementation for Channel Distillation☆100Updated 4 years ago
- ☆170Updated 4 years ago