xuguodong03 / SSKD
[ECCV2020] Knowledge Distillation Meets Self-Supervision
☆236Updated 2 years ago
Alternatives and similar repositories for SSKD:
Users that are interested in SSKD are comparing it to the libraries listed below
- Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)☆106Updated 4 years ago
- [AAAI-2020] Official implementation for "Online Knowledge Distillation with Diverse Peers".☆72Updated last year
- ☆124Updated 4 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 2 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆395Updated 3 years ago
- PyTorch implementation for Channel Distillation☆100Updated 4 years ago
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆117Updated 4 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆585Updated 2 years ago
- ☆60Updated 4 years ago
- An unofficial implementation of 《Deep Mutual Learning》 by Pytorch to do classification on cifar100.☆166Updated 4 years ago
- [TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, …☆104Updated 2 years ago
- Official implementation for (Refine Myself by Teaching Myself : Feature Refinement via Self-Knowledge Distillation, CVPR-2021)☆97Updated 10 months ago
- When Does Label Smoothing Help?_pytorch_implementationimp☆125Updated 5 years ago
- [AAAI-2021, TKDE-2023] Official implementation for "Cross-Layer Distillation with Semantic Calibration".☆74Updated 7 months ago
- [NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition☆138Updated 3 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆257Updated 5 years ago
- Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification☆81Updated 3 years ago
- Official Pytorch implementation of MixMo framework☆83Updated 3 years ago
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆416Updated 4 years ago
- Resolution adaptive network☆150Updated 2 years ago
- Reproduce Results for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels" https://arxiv.org/abs/1908.06112☆186Updated 4 years ago
- A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', …☆173Updated 3 years ago
- (CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets☆83Updated 3 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆353Updated 2 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆266Updated 2 years ago
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Updated 5 years ago
- [ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution☆158Updated 2 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆268Updated last year
- The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].☆173Updated 3 years ago
- Implementation of the Heterogeneous Knowledge Distillation using Information Flow Modeling method☆24Updated 4 years ago