megvii-research / mdistillerLinks
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf
☆864Updated last year
Alternatives and similar repositories for mdistiller
Users that are interested in mdistiller are comparing it to the libraries listed below
Sorting:
- Distilling Knowledge via Knowledge Review, CVPR 2021☆273Updated 2 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,706Updated 3 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,354Updated last year
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆234Updated last year
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,606Updated 2 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆584Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,607Updated last year
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆651Updated 3 months ago
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆176Updated 7 months ago
- knowledge distillation papers☆757Updated 2 years ago
- SimpleAICV:pytorch training and testing examples.☆434Updated 2 months ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,526Updated last week
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆374Updated 2 years ago
- This is a collection of our zero-cost NAS and efficient vision applications.☆423Updated last year
- [NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification☆615Updated 2 years ago
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,287Updated 8 months ago
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆147Updated 2 years ago
- ☆127Updated 4 years ago
- Masked Generative Distillation (ECCV 2022)☆225Updated 2 years ago
- An up-to-date list of works on Multi-Task Learning☆353Updated 3 weeks ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,954Updated 2 years ago
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆127Updated last year
- The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，Sh…☆879Updated 3 years ago
- ☆428Updated 3 years ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)☆382Updated 8 months ago
- This is a collection of our NAS and Vision Transformer work.☆1,780Updated 11 months ago
- Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"☆188Updated last year
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆117Updated 4 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆915Updated last year
- United Perception☆432Updated 2 years ago