Alternatives and similar repositories for Domain-generalization

Users that are interested in Domain-generalization are comparing it to the libraries listed below

• facebookresearch / DomainBed
  DomainBed is a suite to test domain generalization algorithms
  ☆1,525Updated 6 months ago
• jvanvugt / pytorch-domain-adaptation
  A collection of implementations of adversarial domain adaptation algorithms
  ☆634Updated 3 years ago
• barebell / DA
  Unsupervised Domain Adaptation Papers and Code
  ☆758Updated 3 years ago
• tim-learn / SHOT
  code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…
  ☆462Updated last year
• KaiyangZhou / Dassl.pytorch
  A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
  ☆1,344Updated last year
• kgl-prml / Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation
  pytorch implementation for Contrastive Adaptation Network
  ☆340Updated 4 years ago
• corenel / pytorch-adda
  A PyTorch implementation for Adversarial Discriminative Domain Adaptation
  ☆486Updated 3 years ago
• kekmodel / FixMatch-pytorch
  Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
  ☆788Updated 2 years ago
• thuml / CDAN
  Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)
  ☆404Updated 3 years ago
• leftthomas / SimCLR
  A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
  ☆561Updated 4 years ago
• mil-tokyo / MCD_DA
  ☆570Updated 2 years ago
• VisionLearningGroup / SSDA_MME
  Semi-supervised Domain Adaptation via Minimax Entropy
  ☆305Updated last year
• iCGY96 / awesome_OpenSetRecognition_list
  A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…
  ☆1,153Updated last year
• kaidic / LDAM-DRW
  [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
  ☆682Updated 3 years ago
• fungtion / DANN
  pytorch implementation of Domain-Adversarial Training of Neural Networks
  ☆886Updated 5 years ago
• YU1ut / MixMatch-pytorch
  Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
  ☆652Updated last year
• domainadaptation / salad
  A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
  ☆336Updated 4 years ago
• PatrickHua / SimSiam
  A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
  ☆831Updated 2 years ago
• Spijkervet / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
  ☆789Updated last year
• easezyc / deep-transfer-learning
  A collection of implementations of deep domain adaptation algorithms
  ☆935Updated 3 years ago
• LiJunnan1992 / DivideMix
  Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning
  ☆559Updated 4 years ago
• yuntaodu / Transfer-learning-materials
  resource collection for transfer learning!
  ☆250Updated last year
• optimass / continual_learning_papers
  Relevant papers in Continual Learning
  ☆731Updated last year
• zzw-zwzhang / Awesome-of-Long-Tailed-Recognition
  A curated list of long-tailed recognition resources.
  ☆585Updated 2 years ago
• sthalles / PyTorch-BYOL
  PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
  ☆493Updated 3 years ago
• yaoyao-liu / mini-imagenet-tools
  Tools for generating mini-ImageNet dataset and processing batches
  ☆449Updated 4 years ago
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,278Updated 10 months ago
• salesforce / PCL
  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
  ☆593Updated 2 months ago
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,986Updated last year
• ZongxianLee / MMD_Loss.Pytorch
  A pytorch implementation of Maximum Mean Discrepancies(MMD) loss
  ☆210Updated 3 years ago