A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
☆649Mar 1, 2023Updated 3 years ago
Alternatives and similar repositories for KD_Lib
Users that are interested in KD_Lib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,749Nov 25, 2021Updated 4 years ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,620Updated this week
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,997Mar 25, 2023Updated 3 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,671May 30, 2023Updated 3 years ago
- A python library consisting of pipelines for visual analysis of different sports using Computer Vision and Deep Learning.☆18Dec 8, 2022Updated 3 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.
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆583Feb 15, 2023Updated 3 years ago
- Awesome Knowledge Distillation☆3,884May 25, 2026Updated last month
- A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibilit…☆412Dec 27, 2022Updated 3 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,436Oct 16, 2023Updated 2 years ago
- Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages☆16Feb 28, 2022Updated 4 years ago
- knowledge distillation papers☆767Feb 10, 2023Updated 3 years ago
- Notes for papers presented during our paper reading sessions☆20Mar 2, 2026Updated 4 months ago
- DRIFT is a tool for Diachronic Analysis of Scientific Literature.☆126Oct 16, 2025Updated 8 months ago
- A modular PyTorch library for vision transformer models☆165Oct 28, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is a collection of algorithms and approaches used in the book adversarial deep learning☆17Jan 16, 2022Updated 4 years ago
- Labs for the course on Meta Learning at BITS-Goa☆34Mar 13, 2021Updated 5 years ago
- A large scale study of Knowledge Distillation.☆220Apr 19, 2020Updated 6 years ago
- Repository for SAiDL Summer 2021 Induction Assignment☆21Jul 5, 2021Updated 5 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆900Nov 5, 2023Updated 2 years ago
- Python Library for Robustness Monitoring and Adversarial Debugging of NLP models☆15Dec 26, 2022Updated 3 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,673Jun 11, 2024Updated 2 years ago
- A Jax based meta learning library☆16Sep 15, 2022Updated 3 years ago
- PyTorch implementation for Channel Distillation☆102Jun 9, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- A curated list of neural network pruning resources.☆2,495Apr 4, 2024Updated 2 years ago
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)