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SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses

6 November 2019

Papers citing "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

41 / 41 papers shown

Title
Prmpt2Adpt: Prompt-Based Zero-Shot Domain Adaptation for Resource-Constrained Environments Yasir Ali Farrukh S. Wali I. Khan Nathaniel D. Bastian VLM 152 0 0 20 Jun 2025
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection Jie Shao Jiacheng Wu Wenzhong Shen Cheng Yang 285 1 0 03 Jul 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and AlignmentComputer Vision and Pattern Recognition (CVPR), 2024 M. S. Danish Muhammad Haris Khan Muhammad Akhtar Munir M. Sarfraz Mohsen Ali ObjD 209 23 0 23 May 2024
Source-free Domain Adaptive Object Detection in Remote Sensing Images Weixing Liu Jun Liu X. Su Han Nie Bin Luo 245 15 0 31 Jan 2024
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection Ryosuke Furuta Yoichi Sato 249 0 0 30 Oct 2023
Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer FrameworkAAAI Conference on Artificial Intelligence (AAAI), 2023 Weixi Weng Chun Yuan OOD 297 26 0 24 Oct 2023
MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object DetectionBritish Machine Vision Conference (BMVC), 2023 Onkar Krishna Hiroki Ohashi Saptarshi Sinha ObjD 199 10 0 03 Sep 2023
Unsupervised Domain Adaptive Detection with Network Stability AnalysisIEEE International Conference on Computer Vision (ICCV), 2023 Wenzhang Zhou Hengrui Fan Tiejian Luo Libo Zhang 185 12 0 16 Aug 2023
SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object DetectionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Zhijie Rao Jingcai Guo Luyao Tang Yue Huang Xinghao Ding Song Guo 346 26 0 04 Jul 2023
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and BeyondAAAI Conference on Artificial Intelligence (AAAI), 2023 Thanh Tien Vu Baochen Sun Bodi Yuan Alex Ngai Yueqi Li Jan-Michael Frahm 359 6 0 18 Mar 2023
CLIP the Gap: A Single Domain Generalization Approach for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Vidit Vidit Martin Engilberge Mathieu Salzmann VLM ObjD 222 132 0 13 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 188 6 0 13 Jan 2023
Robust Domain Adaptive Object Detection with Unified Multi-Granularity AlignmentIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Libo Zhang Wenzhang Zhou Heng Fan Tiejian Luo Haibin Ling ObjD 329 24 0 01 Jan 2023
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain AdaptationAsian Conference on Computer Vision (ACCV), 2022 Xin Yang Michael Bi Mi Yuan. Yuan Xin Wang R. Tan 176 8 0 24 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object DetectionComputer Vision and Image Understanding (CVIU), 2022 Huayi Zhou Fei Jiang Hongtao Lu ObjD 267 106 0 04 Nov 2022
TeST: Test-time Self-Training under Distribution ShiftIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Samarth Sinha Peter V. Gehler Francesco Locatello Bernt Schiele TTA OOD 243 34 0 23 Sep 2022
Universal Domain Adaptive Object DetectorACM Multimedia (ACM MM), 2022 Wen-jiao Shi Lei Zhang Weijie Chen Shiliang Pu ObjD 182 21 0 05 Jul 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Jiaxi Wu Jiaxin Chen Meng He Yiru Wang Yue Liu Bingqi Ma Weihao Gan Wei Wu Yali Wang Di Huang 160 32 0 17 Apr 2022
Multi-Granularity Alignment Domain Adaptation for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Wenzhang Zhou Dawei Du Libo Zhang Tiejian Luo Yanjun Wu ObjD 168 82 0 31 Mar 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Liang Zhao Limin Wang 173 95 0 29 Mar 2022
Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection R. Liu Yahong Han Yaowei Wang Qi Tian 212 3 0 16 Dec 2021
Cross-Domain Adaptive Teacher for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris Kitani Peter Vajda ObjD 318 247 0 25 Nov 2021
Decoupled Adaptation for Cross-Domain Object Detection Junguang Jiang Baixu Chen Jianmin Wang Mingsheng Long ObjD 381 85 0 06 Oct 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 207 44 0 16 Aug 2021
Vector-Decomposed Disentanglement for Domain-Invariant Object Detection Aming Wu R. Liu Yahong Han Linchao Zhu Yi Yang 163 121 0 15 Aug 2021
Self-Adversarial Disentangling for Specific Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 331 57 0 08 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 228 18 0 16 Jul 2021
Multi-Source Domain Adaptation for Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Xingxu Yao Sicheng Zhao Pengfei Xu Jufeng Yang ObjD 175 51 0 30 Jun 2021
Domain Adaptive YOLO for One-Stage Cross-Domain DetectionAsian Conference on Machine Learning (ACML), 2021 Shizhao Zhang H. Tuo Jian Hu Z. Jing ObjD 224 81 0 26 Jun 2021
Attention-based Domain Adaptation for Single Stage DetectorsMachine Vision and Applications (MVA), 2021 Vidit Vidit Mathieu Salzmann ObjD 169 17 0 14 Jun 2021
DA-DETR: Domain Adaptive Detection Transformer with Information FusionComputer Vision and Pattern Recognition (CVPR), 2021 Jingyi Zhang Jiaxing Huang Zhipeng Luo Gongjie Zhang Xiaoqin Zhang Shijian Lu ViT 216 56 0 31 Mar 2021
$SF-UDA$^{3D}$: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection$ SF-UDA $^{3D}$ : Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object DetectionInternational Conference on 3D Vision (3DV), 2020 Cristiano Saltori Stéphane Lathuilière Andrii Zadaianchuk Elisa Ricci Fabio Galasso 3DPC 223 36 0 16 Oct 2020
Channel-wise Alignment for Adaptive Object Detection Hang Yang Shan Jiang Xinge Zhu Mingyang Huang Zhiqiang Shen Chunxiao Liu Jianping Shi ObjD OOD 111 4 0 07 Sep 2020
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN Zhenwei He Lei Zhang ObjD 160 153 0 03 Jul 2020
Spatial Attention Pyramid Network for Unsupervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2020 Congcong Li Dawei Du Libo Zhang Longyin Wen Tiejian Luo Y. Wu Q. Hu 259 129 0 29 Mar 2020
Adaptive Object Detection with Dual Multi-Label PredictionEuropean Conference on Computer Vision (ECCV), 2020 Z. Zhao Yuhong Guo Haifeng Shen Jieping Ye 187 63 0 29 Mar 2020
Cross-domain Object Detection through Coarse-to-Fine Feature AdaptationComputer Vision and Pattern Recognition (CVPR), 2020 Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 369 228 0 23 Mar 2020
Unbiased Mean Teacher for Cross-domain Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Jinhong Deng Wen Li Yuhua Chen Lixin Duan 518 358 0 02 Mar 2020
Deep Domain Adaptive Object Detection: a SurveyIEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2020 Wanyi Li Fuyu Li Yongkang Luo Peng Wang Jia sun ObjD 156 66 0 17 Feb 2020
Single-Stage Object Detection from Top-View Grid Maps on Custom Sensor Setups Sascha Wirges Shuxiao Ding Christoph Stiller ObjD 178 3 0 03 Feb 2020
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 878 5,034 0 17 Feb 2017