Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
☆2,691May 30, 2023Updated 3 years ago
Alternatives and similar repositories for Awesome-Knowledge-Distillation
Users that are interested in Awesome-Knowledge-Distillation 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☆3,911May 25, 2026Updated 4 months ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,763Nov 25, 2021Updated 4 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,443Oct 16, 2023Updated 2 years ago
- knowledge distillation papers☆767Feb 10, 2023Updated 3 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,999Mar 25, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆582Feb 15, 2023Updated 3 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆898Nov 5, 2023Updated 2 years ago
- A curated list of neural network pruning resources.☆2,497Apr 4, 2024Updated 2 years ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,634Updated this week
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆236Dec 15, 2022Updated 3 years ago
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆421Jun 23, 2020Updated 6 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆275Dec 16, 2022Updated 3 years ago
- The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other ta…☆739Apr 20, 2020Updated 6 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆420May 17, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quan…☆652Mar 1, 2023Updated 3 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,683Jun 11, 2024Updated 2 years ago
- [AAAI-2021, TKDE-2023] Official implementation for "Cross-Layer Distillation with Semantic Calibration".☆78Jul 29, 2024Updated 2 years ago
- A curated list of awesome self-supervised methods☆6,436Feb 24, 2026Updated 7 months ago
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,306Nov 5, 2024Updated last year
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,466Jul 11, 2018Updated 8 years ago
- [AAAI-2020] Official implementation for "Online Knowledge Distillation with Diverse Peers".☆76Jul 6, 2023Updated 3 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆959Apr 4, 2025Updated last year
- This resposity maintains a collection of important papers on knowledge distillation (awesome-knowledge-distillation)).☆85Mar 19, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Awesome Incremental Learning☆4,530Updated this week
- Count the MACs / FLOPs of your PyTorch model.☆5,082Jul 8, 2024Updated 2 years ago
- A collection of AWESOME things about domain adaptation☆5,456Dec 8, 2025Updated 10 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆37,209Updated this week
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆699Dec 24, 2021Updated 4 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆264Oct 3, 2019Updated 7 years ago
- A curated collection of papers, benchmarks, surveys, and tools for model quantization, covering low-bit networks, LLMs, multimodal and ge…☆2,455Updated this week
- PyTorch implementation of Contrastive Learning methods☆1,992Oct 4, 2023Updated 3 years ago
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,344Sep 26, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A large scale study of Knowledge Distillation.☆220Apr 19, 2020Updated 6 years ago
- Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)☆109Jun 18, 2020Updated 6 years ago
- Summary, Code for Deep Neural Network Quantization☆563Sep 1, 2026Updated last month
- Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)☆521Jan 25, 2023Updated 3 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,581Apr 24, 2022Updated 4 years ago
- Official DeiT repository☆4,348Mar 15, 2024Updated 2 years ago
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,587Jan 7, 2025Updated last year