SkeletonOne/DA_Detection_Material

A Collection of Domain Adaptation for Object Detection Material

DA_Detection_Material

This repository will give some materials about domain adaptation for object detection.

• TIP Sequential Instance Refinement for Cross-Domain Object Detection in Images

• 20210704 arxiv Unsupervised Domain Adaptation of Object Detectors: A Survey

• IJCV2021 Scale-Aware Domain Adaptive Faster R-CNN

• 20210803 arxiv Multilevel Knowledge Transfer for Cross-Domain Object Detection

• CVPR 2021 I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors

• CVPR 2021 RPN Prototype Alignment for Domain Adaptive Object Detector

• CVPR 2021 Domain-Specific Suppression for Adaptive Object Detection

• CVPR 2021 Unbiased Mean Teacher for Cross-domain Object Detection

• ECCV 2020 One-Shot Unsupervised Cross-Domain Detection

• ECCV 2020 Prior-based Domain Adaptive Object Detection for Hazy and Rainy Conditions

• ECCV 2020 Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN

• ECCV 2020 Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection

• ECCV 2020 Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector

• ECCV 2020 Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN

• 20200217 arxiv Deep Domain Adaptive Object Detection: a Survey

• 20200309 AAAI 2020 iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection

• 20200313 CVPR 2020 Harmonizing Transferability and Discriminability for Adapting Object Detectors

• 20200316 ECCV 2020 Adapting Object Detectors with Conditional Domain Normalization

• 20200409 arxiv Deeply Aligned Adaptation for Cross-domain Object Detection

• 20200329 arxiv Adaptive Object Detection with Dual Multi-Label Prediction

• 20200329 arxiv Spatial Attention Pyramid Network for Unsupervised Domain Adaptation

• 20200320 CVPR 2020 Exploring Categorical Regularization for Domain Adaptive Object Detection

  • Code: CR-DA-DET

• 20200203 arxiv Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation

• 20200322 arxiv Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection

• 20200320 CVPR 2020 Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation

• 20200328 CVPR 2020 Cross-domain Detection via Graph-induced Prototype Alignment

  • Code: [GPA-detection](https://github. com/ChrisAllenMing/GPA-detection)

• 20191215 arxiv Curriculum Self-Paced Learning for Cross-Domain Object Detection

• 20191129 arxiv Prior-based Domain Adaptive Object Detection for Adverse Weather Conditions

• 20191124 arxiv Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning

• 20191122 BMVC 2019 Domain Adaptation for Object Detection via Style Consistency

• 20190918 arxiv Wasserstein Distance Based Domain Adaptation for Object Detection

• 20190907 ICCV 2019 Multi-adversarial Faster-RCNN for Unrestricted Object Detection

• 20190514 CVPR 2019 Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection

• 20191024 WACV 2020 Progressive Domain Adaptation for Object Detection

• 20190902 ICCV 2019(oral) Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection

• 2019xxxx CVPR 2019 Adapting Object Detectors via Selective Cross-Domain Alignment

  • code: SCDA

• 20190425 CVPR 2019 Exploring Object Relation in Mean Teacher for Cross-Domain Detection

• 20190404 A Robust Learning Approach to Domain Adaptive Object Detection

• 20190310 CVPR 2019 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation

• 20190322 CVPR 2019 Few-shot Adaptive Faster R-CNN

• 20190409 CVPR 2019 Towards Universal Object Detection by Domain Attention

• 20190415 CVPR 2019 Automatic adaptation of object detectors to new domains using self-training

  • code: detectron-self-train

• 20190405 CVPR 2019 Strong-Weak Distribution Alignment for Adaptive Object Detection

  • code: DA_Detection

• 20181203 SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection

• 20181004 Unsupervised Adversarial Visual Level Domain Adaptation for Learning Video Object Detectors from Images

• 20180930 Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving

• 20180530 CVPR 2018 Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation

  • code: cross-domain-detection

• 20180508 CVPR 2018 Domain Adaptive Faster R-CNN for Object Detection in the Wild

  • image level alignment, instance level alignment and consistency regularization
  • code: da-faster-rcnn