Domain-Adaptation-Papers-and-Codes

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

Table of Contents

• NIPS
• ICML
• CVPR
• ICCV
• AAAI
• ECCV
• arXiv

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