JinjingZhu/Domain-Adaptation

Domain-Adaptation

Open-Set Domain Adaptation

MaxMin method for Domain Adaptation

• Semi-supervised Domain Adaptation via Minimax Entropy (ICCV2019) https://github.com/VisionLearningGroup/SSDA_MME
• Maximum Classifier Discrepancy for Domain Adaptation (CVPR2018) https://github.com/mil-tokyo/MCD_DA/tree/af10217c5c5451dcd8bc3e975a7d067c285cc029
• Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation (CVPR2021) https://github.com/lijin118/CGDM
• Divergence Optimization for Noisy UniDA (CVPR2021) https://github.com/YU1ut/Divergence-Optimization
• Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation (AAAI2021) https://github.com/BIT-DA/BCDM
• Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy (ICCV2019) https://github.com/Mephisto405/Unsupervised-Out-of-Distribution-Detection-by-Maximum-Classifier-Discrepancy

Domain Adaptation based on thermal images

• Self-training Guided Adversarial Domain Adaptation For Thermal Imagery (CVPR2021) https://github.com/avaapm/SGADA

Domain Adaptation based on event images

• Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation