yoshitomo-matsubara / torchdistillLinks
A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. π26 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. π Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
β1,526Updated 3 weeks ago
Alternatives and similar repositories for torchdistill
Users that are interested in torchdistill are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of various Knowledge Distillation (KD) methods.β1,708Updated 3 years ago
- A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quanβ¦β637Updated 2 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methodsβ2,356Updated last year
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibilityβ1,955Updated 2 years ago
- This is a collection of our NAS and Vision Transformer work.β1,784Updated last year
- Awesome Knowledge-Distillation. εη±»ζ΄ηηη₯θ―θΈι¦paper(2014-2021)γβ2,610Updated 2 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillβ¦β866Updated last year
- Collection of common code that's shared among different research projects in FAIR computer vision team.β2,153Updated last week
- SAM: Sharpness-Aware Minimization (PyTorch)β1,900Updated last year
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.β3,093Updated 3 weeks ago
- A curated list of neural network pruning resources.β2,463Updated last year
- OpenMMLab Model Compression Toolbox and Benchmark.β1,605Updated last year
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]β1,059Updated last year
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)β1,346Updated last year
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deploymentβ1,927Updated last year
- Codebase for Image Classification Research, written in PyTorch.β2,158Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057β1,276Updated 3 years ago
- Official DeiT repositoryβ4,237Updated last year
- Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paperβ768Updated 2 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.β3,285Updated last year
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularizationβ584Updated 2 years ago
- Efficient computing methods developed by Huawei Noah's Ark Labβ1,287Updated 8 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmarkβ3,272Updated 2 years ago
- Flops counter for neural networks in pytorch frameworkβ2,916Updated 6 months ago
- CVNets: A library for training computer vision networksβ1,899Updated last year
- An All-MLP solution for Vision, from Google AIβ1,032Updated 2 weeks ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882β2,050Updated 2 years ago
- PyTorch implementation of Contrastive Learning methodsβ1,987Updated last year
- Implementation of ConvMixer for "Patches Are All You Need? π€·"β1,076Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightningβ1,500Updated last month