artix41 / awesome-transfer-learningView external linksLinks
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
☆1,770Aug 25, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-transfer-learning
Users that are interested in awesome-transfer-learning are comparing it to the libraries listed below
Sorting:
- A collection of AWESOME things about domain adaptation☆5,402Dec 8, 2025Updated 2 months ago
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆14,273Feb 18, 2025Updated 11 months ago
- Unsupervised Domain Adaptation Papers and Code☆766Sep 18, 2021Updated 4 years ago
- A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.☆339May 15, 2021Updated 4 years ago
- Implementation of many transfer learning algorithms in Python with Jupyter notebooks☆53Sep 5, 2018Updated 7 years ago
- A collection of implementations of deep domain adaptation algorithms☆956Mar 3, 2022Updated 3 years ago
- A curated list of awesome self-supervised methods☆6,361Jul 3, 2024Updated last year
- Transfer Learning Library☆462Apr 9, 2021Updated 4 years ago
- A PyTorch implementation for Adversarial Discriminative Domain Adaptation☆493Apr 12, 2022Updated 3 years ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,863May 10, 2024Updated last year
- Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning☆2,658Nov 26, 2018Updated 7 years ago
- A curated list of papers, code and resources pertaining to zero shot learning☆936Jul 28, 2021Updated 4 years ago
- A collection of implementations of adversarial domain adaptation algorithms☆643Sep 21, 2021Updated 4 years ago
- Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'☆194Aug 26, 2019Updated 6 years ago
- (ICCV'19 Best Paper Nomination) Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation☆187Oct 24, 2019Updated 6 years ago
- Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)☆413Aug 25, 2021Updated 4 years ago
- Code to accompany ICML 2018 paper☆566Sep 23, 2021Updated 4 years ago
- A list of papers on Generative Adversarial (Neural) Networks☆3,779Aug 24, 2025Updated 5 months ago
- Code repository for the VisDA-17 experiments in our paper 'Self-ensembling for Domain Adaptation'☆74Jan 22, 2022Updated 4 years ago
- Learning What and Where to Transfer (ICML 2019)☆250Oct 20, 2020Updated 5 years ago
- Code release for "Partial Adversarial Domain Adaptation" (ECCV 2018)☆102Oct 29, 2018Updated 7 years ago
- A curated list of Meta-Learning resources/papers.☆553Dec 21, 2020Updated 5 years ago
- ☆579Oct 7, 2022Updated 3 years ago
- Awesome Incremental Learning☆4,394Jan 29, 2026Updated 2 weeks ago
- Awesome Knowledge Distillation☆3,811Dec 25, 2025Updated last month
- 《迁移学习简明手册》LaTex源码☆2,542May 2, 2023Updated 2 years ago
- A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation☆50Aug 29, 2017Updated 8 years ago
- Domain Adaptation Based on the Triplet Loss☆113Jun 11, 2019Updated 6 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,563Nov 24, 2020Updated 5 years ago
- Deep learning simplified by transferring prior learning using the Python deep learning ecosystem☆832Oct 4, 2020Updated 5 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆588Oct 12, 2021Updated 4 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆252Dec 8, 2022Updated 3 years ago
- Wrappers and implementations of several domain adaptation / transfer learning / semi-supervised learning algorithms☆173Jun 3, 2016Updated 9 years ago
- Deep Transfer Learning Papers☆81Apr 10, 2022Updated 3 years ago
- A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)☆176Mar 16, 2018Updated 7 years ago
- All about domain generalization☆841Feb 25, 2025Updated 11 months ago
- Domain-Adversarial Neural Network in Tensorflow☆633Dec 5, 2021Updated 4 years ago
- 🧠 A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016☆238Apr 22, 2021Updated 4 years ago
- Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18☆191Nov 12, 2019Updated 6 years ago