[Conf] Paper_Name (Paper_Abb) [Code]

2023

[ARXIV] Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation

[CVPR] MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

[WACV] Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather

2022

[CVPR] Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding

[CVPR] SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection

[ACMMM] Improving Transferability for Domain Adaptive Detection Transformers (O2Net)

[TMM] Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement (DDF)

2021

[ICCV] Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection (ViSGA)

[IJCV] Scale-Aware Domain Adaptive Faster R-CNN (SADA)

2020

[ECCV] Prior-based Domain Adaptive Object Detection for Hazy and Rainy Conditions

2019

[CVPR] Strong-Weak Distribution Alignment for Adaptive Object Detection (SWDA)

[CVPR] Adapting Object Detectors via Selective Cross-Domain Alignment (SCDA)

[CVPR] Exploring Object Relation in Mean Teacher for Cross-Domain Detection (MTOR)

[CVPR] Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection (DDMRL)

2018

[CVPR] Domain Adaptive Faster R-CNN for Object Detection in the Wild (DA-Faster)