zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
☆5,172Updated 3 months ago
Alternatives and similar repositories for awesome-domain-adaptation:
Users that are interested in awesome-domain-adaptation are comparing it to the libraries listed below
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,530Updated 8 months ago
- A curated list of resources for Learning with Noisy Labels☆2,648Updated 8 months ago
- A curated list of awesome self-supervised methods☆6,205Updated 6 months ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,814Updated 7 months ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,855Updated 3 weeks ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,224Updated last year
- DomainBed is a suite to test domain generalization algorithms☆1,444Updated 2 weeks ago
- PyTorch implementation of Contrastive Learning methods☆1,952Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,307Updated 10 months ago
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆13,653Updated this week
- All about domain generalization☆833Updated last year
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,259Updated last year
- Unsupervised Domain Adaptation Papers and Code☆757Updated 3 years ago
- A collection of implementations of deep domain adaptation algorithms☆903Updated 2 years ago
- Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)☆1,733Updated last year
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,173Updated last year
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,066Updated last month
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,728Updated 7 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,172Updated last year
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,242Updated 4 months ago
- Reading list for research topics in multimodal machine learning☆6,208Updated 4 months ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,317Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,023Updated last year
- Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners☆2,621Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,310Updated 4 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,207Updated 3 months ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,787Updated 6 months ago
- A state-of-the-art semi-supervised method for image recognition☆1,597Updated 4 years ago
- A collection of implementations of adversarial domain adaptation algorithms☆622Updated 3 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,105Updated 10 months ago