clovaai / overhaul-distillation
Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
☆417Updated 4 years ago
Alternatives and similar repositories for overhaul-distillation:
Users that are interested in overhaul-distillation are comparing it to the libraries listed below
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆587Updated 2 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆396Updated 3 years ago
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆236Updated 2 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆696Updated 3 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆354Updated 4 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆307Updated 2 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆257Updated 5 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆294Updated 2 years ago
- Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.☆594Updated 4 years ago
- 🛠 Toolbox to extend PyTorch functionalities☆418Updated 11 months ago
- The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other ta…☆722Updated 4 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆353Updated 2 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆380Updated 5 years ago
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆117Updated 4 years ago
- ☆262Updated 5 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆917Updated 4 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆916Updated 2 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆572Updated 5 years ago
- Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)☆166Updated 3 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆635Updated 2 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆269Updated 2 years ago
- PyTorch implementation of AutoAugment.☆159Updated 4 years ago
- Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)☆473Updated 4 months ago
- Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"☆185Updated 8 months ago
- Try out different pruning-approaches on lightweight Backbones.☆146Updated 4 years ago
- ☆285Updated 4 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆317Updated 5 years ago
- Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models☆451Updated 3 years ago
- Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'☆333Updated 4 years ago
- [ECCV 2020] DADA: Differentiable Automatic Data Augmentation☆190Updated last year