Domain-Adaptation-Papers-and-Codes

This repo is about the papers and codes for deep domain adaptation and domain generalization.

Table of Contents

NIPS

Coupled Generative Adversarial Networks [2016] [Caffe and Pytorch(Official)]
Domain Separation Networks [2016] [Tensorflow(Official)]

ICML

CyCADA: Cycle-Consistent Adversarial Domain Adaptation [2018] [Pytorch(official)]
Learning Semantic Representations for Unsupervised Domain Adaptation [2018] [TensorFlow(official)]

CVPR

Generate To Adapt: Aligning Domains using Generative Adversarial Networks [2018] [Pytorch(Official)]
Partial Transfer Learning with Selective Adversarial Networks" [2018] [Caffe and Pytorch (official)]
Adversarial Discriminative Domain Adaptation [2017] [Tensorflow(Official)] [Pytorch]

ICCV

Open Set Domain Adaptation [2017] [MATLAB(Official)]

AAAI

Multi-Adversarial Domain Adaptation [2018] [Caffe(Official)]

ECCV

Open Set Domain Adaptation by Backpropagation [2018] [Tensorflow]

arXiv