[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
☆2,427Oct 16, 2023Updated 2 years ago
Alternatives and similar repositories for RepDistiller
Users that are interested in RepDistiller are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,657May 30, 2023Updated 2 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,745Nov 25, 2021Updated 4 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,667Jun 11, 2024Updated last year
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆423Jun 23, 2020Updated 5 years ago
- Awesome Knowledge Distillation☆3,834Mar 22, 2026Updated 2 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,607Mar 31, 2026Updated last week
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆896Nov 5, 2023Updated 2 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆415May 17, 2021Updated 4 years ago
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆237Dec 15, 2022Updated 3 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,982Mar 25, 2023Updated 3 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆584Feb 15, 2023Updated 3 years ago
- PyTorch implementation of Contrastive Learning methods☆1,997Oct 4, 2023Updated 2 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆278Dec 16, 2022Updated 3 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Nov 10, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other ta…☆742Apr 20, 2020Updated 5 years ago
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,465Jul 11, 2018Updated 7 years ago
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆119Feb 9, 2021Updated 5 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,603Apr 3, 2026Updated last week
- knowledge distillation papers☆765Feb 10, 2023Updated 3 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆701Dec 24, 2021Updated 4 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆264Oct 3, 2019Updated 6 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,124Feb 3, 2026Updated 2 months ago
- Official implementation for (Refine Myself by Teaching Myself : Feature Refinement via Self-Knowledge Distillation, CVPR-2021)☆103Apr 30, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,425Dec 26, 2023Updated 2 years ago
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆421Jul 15, 2021Updated 4 years ago
- A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quan…☆651Mar 1, 2023Updated 3 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆929Mar 9, 2023Updated 3 years ago
- Official DeiT repository☆4,328Mar 15, 2024Updated 2 years ago
- Count the MACs / FLOPs of your PyTorch model.☆5,081Jul 8, 2024Updated last year
- A curated list of neural network pruning resources.☆2,491Apr 4, 2024Updated 2 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,471Feb 10, 2023Updated 3 years ago
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,304Nov 5, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)☆517Jan 25, 2023Updated 3 years ago
- [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".☆103Jun 16, 2022Updated 3 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,300Jun 25, 2023Updated 2 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,475May 22, 2023Updated 2 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,609Jun 16, 2021Updated 4 years ago
- PyTorch implementation for Channel Distillation☆103Jun 9, 2020Updated 5 years ago