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awesome-domain-adaptation-object-detection

A collection of papers about domain adaptation object detection. Welcome to PR the works (papers, repositories) that are missed by the repo.
https://github.com/wangs311/awesome-domain-adaptation-object-detection

Last synced: about 22 hours ago
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  • 2023

    • [WACV
    • [WACV - Detect)
    • [WACV - Training With Mixup for One-Stage Object Detection
    • [CVPR - Supervised Scene Adaptation [[CODE]](https://github.com/cvlab-stonybrook/scenes100)

  • 2022

    • [CVPR - AIM-Group/NLTE)
    • [CVPR - Domain Adaptive Teacher for Object Detection [[Project]](https://yujheli.github.io/projects/adaptiveteacher.html) [[PyTorch]](https://github.com/facebookresearch/adaptive_teacher)
    • [CVPR - complete Graph Matching for Domain Adaptive Object Detection [[PyTorch]](https://github.com/CityU-AIM-Group/SIGMA)
    • [CVPR - CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection [[PyTorch]](https://github.com/XuYunqiu/H2FA_R-CNN) [[PaddlePaddle]](https://github.com/XuYunqiu/H2FA_R-CNN/tree/ppdet)
    • [CVPR - specific Inconsistency Alignment for Domain Adaptive Object Detection [[PyTorch]](https://github.com/MCG-NJU/TIA)
    • [CVPR - Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation [[CODE]](https://github.com/AmingWu/Single-DGOD)
    • [ICLR - Domain Object Detection [[PyTorch]](https://github.com/thuml/Decoupled-Adaptation-for-Cross-Domain-Object-Detection)
    • [AAAI - AIM-Group/SCAN)
    • [WACV - UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning
    • [WACV - Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations
    • [WACV - UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection
    • [ARXIV - Weighted Adversarial Domain Adaptation for Object Detection
    • [CVPR - Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
    • [CVPR - Perceived Dual Branch Distillation
    • [ESWA - domain object detection using unsupervised image translation

  • 2021

    • [NeurIPS - Training and Adversarial Learning for Domain Adaptive Object Detection [[Project]](http://im.itu.edu.pk/synergizing-domain-adaptation/)
    • [AAAI
    • [AAAI - Dictionary-Guided-Unsupervised-Domain-for-Li-Huang/5e412cedaa116ed4d1965dc4815ca56969be1be7) [CODE](https://github.com/strongwolf/CDG)
    • [TPAMI - Invariant Domain Adaptive Object Detection via Progressive Disentanglement [[CODE]](https://github.com/AmingWu/IIOD)
    • [CVPR - CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection
    • [CVPR
    • [CVPR - Domain Weakly Supervised Object Detection
    • [ICCV - Source Domain Adaptation for Object Detection
    • [ICCV
    • [ICCV - based Domain Alignment for Adaptive Object Detection
    • [ICCV - Decomposed Disentanglement for Domain-Invariant Object Detection
    • [ICCV
    • [ARXIV - Paced Learning for Cross-Domain Object Detection
    • [AAAI

  • 2020

    • [CVPR
    • [CVPR - Nanjing/CR-DA-DET)
    • [CVPR - domain Detection via Graph-induced Prototype Alignment [[CODE]](https://github.com/ChrisAllenMing/GPA-detection)
    • [CVPR - domain Object Detection through Coarse-to-Fine Feature Adaptation
    • [ECCV - adaption)
    • [ECCV - way Faster-RCNN
    • [ECCV
    • [ECCV - based Domain Adaptive Object Detection for Hazy and Rainy Conditions
    • [WACV - Scale Adversarial Cross-Domain Detection with Robust Discriminative
    • [Berkeley
    • [ARXIV - wise Alignment for Adaptive Object Detection
    • [ARXIV
    • [ARXIV
    • [ARXIV
    • [ARXIV - domain Object Detection
    • [ARXIV
    • [ARXIV
    • [ARXIV - generation Enhanced Adaptation for Object Detection in Thermal images
    • [ARXIV - based Domain Adaptive Object Detection for Hazy and Rainy Conditions
    • [ARXIV - wise Alignment for Adaptive Object Detection
    • [ICIP
    • [WACV
    • [ARXIV - Domain Semi-Supervised Learning
    • [ARXIV - based Domain Adaptive Object Detection for Adverse Weather Conditions
    • [ARXIV - Backward Cyclic Adaptation
    • [ARXIV - based Domain Adaptive Object Detection for Hazy and Rainy Conditions
    • [ARXIV
    • [ARXIV
    • [ARXIV
    • [ARXIV - domain Object Detection
    • [ARXIV - Label Prediction
    • [ACMMM - Adaptive Object Detection via Uncertainty-Aware Distribution Alignment [CODE](https://github.com/basiclab/DA-OD-MEAA-PyTorch/)
    • [ARXIV

  • 2019

    • [IJCNN - Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night [[Project]](https://github.com/viniciusarruda/cross-domain-car-detection)
    • [BMVC
    • [ICCV - Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection
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2020 33 2022 15 2021 14 2023 4 2019 3
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