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SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses
6 November 2019
Zhiqiang Shen
Harsh Maheshwari
Weichen Yao
Marios Savvides
ObjD
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Papers citing
"SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"
41 / 41 papers shown
Prmpt2Adpt: Prompt-Based Zero-Shot Domain Adaptation for Resource-Constrained Environments
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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
293
1
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03 Jul 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
Computer Vision and Pattern Recognition (CVPR), 2024
M. S. Danish
Muhammad Haris Khan
Muhammad Akhtar Munir
M. Sarfraz
Mohsen Ali
ObjD
209
24
0
23 May 2024
Source-free Domain Adaptive Object Detection in Remote Sensing Images
Weixing Liu
Jun Liu
X. Su
Han Nie
Bin Luo
253
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
262
0
0
30 Oct 2023
Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework
AAAI Conference on Artificial Intelligence (AAAI), 2023
Weixi Weng
Chun Yuan
OOD
361
26
0
24 Oct 2023
MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection
British Machine Vision Conference (BMVC), 2023
Onkar Krishna
Hiroki Ohashi
Saptarshi Sinha
ObjD
207
10
0
03 Sep 2023
Unsupervised Domain Adaptive Detection with Network Stability Analysis
IEEE International Conference on Computer Vision (ICCV), 2023
Wenzhang Zhou
Hengrui Fan
Tiejian Luo
Libo Zhang
193
12
0
16 Aug 2023
SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object Detection
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Zhijie Rao
Jingcai Guo
Luyao Tang
Yue Huang
Xinghao Ding
Song Guo
354
26
0
04 Jul 2023
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond
AAAI Conference on Artificial Intelligence (AAAI), 2023
Thanh Tien Vu
Baochen Sun
Bodi Yuan
Alex Ngai
Yueqi Li
Jan-Michael Frahm
363
6
0
18 Mar 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Vidit Vidit
Martin Engilberge
Mathieu Salzmann
VLM
ObjD
246
136
0
13 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Vidit Vidit
Martin Engilberge
Mathieu Salzmann
ObjD
212
6
0
13 Jan 2023
Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Libo Zhang
Wenzhang Zhou
Heng Fan
Tiejian Luo
Haibin Ling
ObjD
341
24
0
01 Jan 2023
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation
Asian Conference on Computer Vision (ACCV), 2022
Xin Yang
Michael Bi Mi
Yuan. Yuan
Xin Wang
R. Tan
184
8
0
24 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection
Computer Vision and Image Understanding (CVIU), 2022
Huayi Zhou
Fei Jiang
Hongtao Lu
ObjD
283
106
0
04 Nov 2022
TeST: Test-time Self-Training under Distribution Shift
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Samarth Sinha
Peter V. Gehler
Francesco Locatello
Bernt Schiele
TTA
OOD
251
34
0
23 Sep 2022
Universal Domain Adaptive Object Detector
ACM Multimedia (ACM MM), 2022
Wen-jiao Shi
Lei Zhang
Weijie Chen
Shiliang Pu
ObjD
186
21
0
05 Jul 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
Computer 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
172
32
0
17 Apr 2022
Multi-Granularity Alignment Domain Adaptation for Object Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Wenzhang Zhou
Dawei Du
Libo Zhang
Tiejian Luo
Yanjun Wu
ObjD
188
82
0
31 Mar 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Liang Zhao
Limin Wang
185
95
0
29 Mar 2022
Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection
R. Liu
Yahong Han
Yaowei Wang
Qi Tian
226
3
0
16 Dec 2021
Cross-Domain Adaptive Teacher for Object Detection
Computer 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
330
247
0
25 Nov 2021
Decoupled Adaptation for Cross-Domain Object Detection
Junguang Jiang
Baixu Chen
Jianmin Wang
Mingsheng Long
ObjD
393
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
221
44
0
16 Aug 2021
Vector-Decomposed Disentanglement for Domain-Invariant Object Detection
Aming Wu
R. Liu
Yahong Han
Linchao Zhu
Yi Yang
175
124
0
15 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Qianyu Zhou
Qiqi Gu
Jiangmiao Pang
Xuequan Lu
Lizhuang Ma
387
57
0
08 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
Muhammed Muzammul
Xi Li
ObjD
232
18
0
16 Jul 2021
Multi-Source Domain Adaptation for Object Detection
IEEE International Conference on Computer Vision (ICCV), 2021
Xingxu Yao
Sicheng Zhao
Pengfei Xu
Jufeng Yang
ObjD
195
51
0
30 Jun 2021
Domain Adaptive YOLO for One-Stage Cross-Domain Detection
Asian Conference on Machine Learning (ACML), 2021
Shizhao Zhang
H. Tuo
Jian Hu
Z. Jing
ObjD
260
81
0
26 Jun 2021
Attention-based Domain Adaptation for Single Stage Detectors
Machine Vision and Applications (MVA), 2021
Vidit Vidit
Mathieu Salzmann
ObjD
181
17
0
14 Jun 2021
DA-DETR: Domain Adaptive Detection Transformer with Information Fusion
Computer Vision and Pattern Recognition (CVPR), 2021
Jingyi Zhang
Jiaxing Huang
Zhipeng Luo
Gongjie Zhang
Xiaoqin Zhang
Shijian Lu
ViT
228
56
0
31 Mar 2021
SF-UDA
3
D
^{3D}
3
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: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection
International Conference on 3D Vision (3DV), 2020
Cristiano Saltori
Stéphane Lathuilière
Andrii Zadaianchuk
Elisa Ricci
Fabio Galasso
3DPC
239
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
115
4
0
07 Sep 2020
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN
Zhenwei He
Lei Zhang
ObjD
174
153
0
03 Jul 2020
Spatial Attention Pyramid Network for Unsupervised Domain Adaptation
European Conference on Computer Vision (ECCV), 2020
Congcong Li
Dawei Du
Libo Zhang
Longyin Wen
Tiejian Luo
Y. Wu
Q. Hu
289
130
0
29 Mar 2020
Adaptive Object Detection with Dual Multi-Label Prediction
European Conference on Computer Vision (ECCV), 2020
Z. Zhao
Yuhong Guo
Haifeng Shen
Jieping Ye
199
64
0
29 Mar 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation
Computer Vision and Pattern Recognition (CVPR), 2020
Yangtao Zheng
Di Huang
Songtao Liu
Yunhong Wang
ObjD
373
229
0
23 Mar 2020
Unbiased Mean Teacher for Cross-domain Object Detection
Computer Vision and Pattern Recognition (CVPR), 2020
Jinhong Deng
Wen Li
Yuhua Chen
Lixin Duan
534
358
0
02 Mar 2020
Deep Domain Adaptive Object Detection: a Survey
IEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2020
Wanyi Li
Fuyu Li
Yongkang Luo
Peng Wang
Jia sun
ObjD
168
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
210
3
0
03 Feb 2020
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.0K
5,034
0
17 Feb 2017
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