Domain-Adaptation-for-Object-Detection

ICCV (2019)

A Robust Learning Approach to Domain Adaptive Object Detection

http://openaccess.thecvf.com/content_ICCV_2019/papers/Khodabandeh_A_Robust_Learning_Approach_to_Domain_Adaptive_Object_Detection_ICCV_2019_paper.pdf

Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection

http://openaccess.thecvf.com/content_ICCV_2019/papers/Kim_Self-Training_and_Adversarial_Background_Regularization_for_Unsupervised_Domain_Adaptive_One-Stage_ICCV_2019_paper.pdf

Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification

http://openaccess.thecvf.com/content_ICCV_2019/papers/Xu_Auto-FPN_Automatic_Network_Architecture_Adaptation_for_Object_Detection_Beyond_Classification_ICCV_2019_paper.pdf

CVPR (2019)

Adapting Object Detectors via Selective Cross-Domain Alignment

http://openaccess.thecvf.com/content_CVPR_2019/papers/Zhu_Adapting_Object_Detectors_via_Selective_Cross-Domain_Alignment_CVPR_2019_paper.pdf

Automatic Adaptation of Object Detectors to New Domains Using Self-Training

http://openaccess.thecvf.com/content_CVPR_2019/papers/RoyChowdhury_Automatic_Adaptation_of_Object_Detectors_to_New_Domains_Using_Self-Training_CVPR_2019_paper.pdf

Towards Universal Object Detection by Domain Attention

http://openaccess.thecvf.com/content_CVPR_2019/papers/Wang_Towards_Universal_Object_Detection_by_Domain_Attention_CVPR_2019_paper.pdf

Exploring Object Relation in Mean Teacher for Cross-Domain Detection

http://openaccess.thecvf.com/content_CVPR_2019/papers/Cai_Exploring_Object_Relation_in_Mean_Teacher_for_Cross-Domain_Detection_CVPR_2019_paper.pdf

Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection

http://openaccess.thecvf.com/content_CVPR_2019/papers/Kim_Diversify_and_Match_A_Domain_Adaptive_Representation_Learning_Paradigm_for_CVPR_2019_paper.pdf

CVPR (2018)

Domain Adaptive Faster R-CNN for Object Detection in the Wild

http://openaccess.thecvf.com/content_cvpr_2018/papers/Chen_Domain_Adaptive_Faster_CVPR_2018_paper.pdf

Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation

http://openaccess.thecvf.com/content_cvpr_2018/papers/Inoue_Cross-Domain_Weakly-Supervised_Object_CVPR_2018_paper.pdf

ECCV (2018)

Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers

http://openaccess.thecvf.com/content_ECCV_2018/papers/Eunbyung_Park_Meta-Tracker_Fast_and_ECCV_2018_paper.pdf