clovaai / overhaul-distillationView external linksLinks
Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
☆423Jun 23, 2020Updated 5 years ago
Alternatives and similar repositories for overhaul-distillation
Users that are interested in overhaul-distillation are comparing it to the libraries listed below
Sorting:
- Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)☆106Sep 9, 2019Updated 6 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,425Oct 16, 2023Updated 2 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆585Feb 15, 2023Updated 3 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆414May 17, 2021Updated 4 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆700Dec 24, 2021Updated 4 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆280Dec 16, 2022Updated 3 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,742Nov 25, 2021Updated 4 years ago
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆420Jul 15, 2021Updated 4 years ago
- Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)☆71Sep 9, 2019Updated 6 years ago
- The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other ta…☆740Apr 20, 2020Updated 5 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago
- Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models☆452Jan 30, 2022Updated 4 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,654May 30, 2023Updated 2 years ago
- ☆20Mar 9, 2023Updated 2 years ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,590Dec 24, 2025Updated last month
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆264Oct 3, 2019Updated 6 years ago
- Awesome Knowledge Distillation☆3,811Dec 25, 2025Updated last month
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,614Jun 16, 2021Updated 4 years ago
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Feb 20, 2020Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- Official Pytorch implementation of CutMix regularizer☆1,246Sep 16, 2020Updated 5 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆165Jul 12, 2021Updated 4 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,939Dec 14, 2023Updated 2 years ago
- PyTorch implementation for Channel Distillation☆103Jun 9, 2020Updated 5 years ago
- Mobile vision models and code☆917Feb 11, 2026Updated last week
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,978Mar 25, 2023Updated 2 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆989May 30, 2025Updated 8 months ago
- Implementation of momentum^2 teacher☆122Jan 27, 2021Updated 5 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Jul 4, 2020Updated 5 years ago
- ☆181Mar 3, 2023Updated 2 years ago
- [CVPR2020] GhostNet: More Features from Cheap Operations☆537Aug 8, 2020Updated 5 years ago
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆63Apr 9, 2020Updated 5 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- [ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution☆159Oct 4, 2022Updated 3 years ago
- ☆1,510Aug 27, 2020Updated 5 years ago
- Codebase for Image Classification Research, written in PyTorch.☆2,169Mar 20, 2024Updated last year
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- [ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2☆101Apr 30, 2020Updated 5 years ago