Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

A collection of AWESOME things about domian adaptation

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

《迁移学习简明手册》LaTex源码

POT : Python Optimal Transport

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

A collection of implementations of deep domain adaptation algorithms

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

pytorch implementation of Domain-Adversarial Training of Neural Networks

Collection of awesome test-time (domain/batch/instance) adaptation methods

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

Awesome Multitask Learning Resources

Domain-Adversarial Neural Network in Tensorflow

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

python 3 pytorch implementation of DANN

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation