facebookresearch / DomainBedLinks
DomainBed is a suite to test domain generalization algorithms
☆1,569Updated 11 months ago
Alternatives and similar repositories for DomainBed
Users that are interested in DomainBed are comparing it to the libraries listed below
Sorting:
- All about domain generalization☆842Updated 9 months ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,393Updated 2 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,238Updated last year
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆477Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,141Updated 3 weeks ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,367Updated 2 years ago
- Awesome things about domain generalization, including papers, code, etc.☆500Updated 7 months ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,303Updated last year
- A collection of implementations of adversarial domain adaptation algorithms☆637Updated 4 years ago
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆526Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,181Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,534Updated 2 weeks ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,853Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆810Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆795Updated 2 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,391Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,469Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,219Updated 2 years ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,112Updated 3 years ago
- A collection of AWESOME things about domain adaptation☆5,372Updated 2 months ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,553Updated 2 months ago
- pytorch implementation of Domain-Adversarial Training of Neural Networks☆927Updated 6 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆569Updated 5 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,855Updated last year
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,815Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆835Updated 3 years ago
- A collection of implementations of deep domain adaptation algorithms☆949Updated 3 years ago
- PyTorch code to run synthetic experiments.☆430Updated 4 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆573Updated 5 years ago