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2205.01643
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MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer
European Conference on Computer Vision (ECCV), 2022
3 May 2022
Jinze Yu
Jiaming Liu
Xi Wei
Haoyi Zhou
Yohei Nakata
Denis A. Gudovskiy
Tomoyuki Okuno
Jianxin Li
Kurt Keutzer
Shanghang Zhang
ViT
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Papers citing
"MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer"
28 / 28 papers shown
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection
Huizai Yao
Sicheng Zhao
Pengteng Li
Yi Cui
Shuo Lu
Weiyu Guo
Yunfan Lu
Ziyang Chen
Hui Xiong
VLM
173
0
0
10 Nov 2025
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
Wei Feng
Z. Ge
165
0
0
01 Nov 2025
Source-Free Object Detection with Detection Transformer
IEEE Transactions on Image Processing (IEEE TIP), 2025
Huizai Yao
Sicheng Zhao
Shuo Lu
Hui Chen
Yangyang Li
Guoping Liu
Tengfei Xing
C. Yan
Jianhua Tao
Guiguang Ding
ViT
133
5
0
13 Oct 2025
BEVUDA++: Geometric-aware Unsupervised Domain Adaptation for Multi-View 3D Object Detection
Rongyu Zhang
Jiaming Liu
Xiaoqi Li
Xiaowei Chi
Dan Wang
Li Du
Yuan Du
Shanghang Zhang
159
2
0
17 Sep 2025
Style-Adaptive Detection Transformer for Single-Source Domain Generalized Object Detection
Jianhong Han
Yupei Wang
Liang Chen
ViT
401
1
0
29 Apr 2025
Context Aware Grounded Teacher for Source Free Object Detection
Tajamul Ashraf
Rajes Manna
Partha Sarathi Purkayastha
Tavaheed Tariq
Janibul Bashir
388
0
0
21 Apr 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Boyong He
Yuxiang Ji
Qianwen Ye
Zhuoyue Tan
Liaoni Wu
DiffM
633
6
0
03 Mar 2025
Differential Alignment for Domain Adaptive Object Detection
Xinyu He
Xinhui Li
Xiaojie Guo
387
4
0
17 Dec 2024
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector
Tianheng Qiu
Ka Lung Law
Guanghua Pan
Jufei Wang
Xin Gao
Xuan Huang
Hu Wei
312
1
0
16 Dec 2024
Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection
Trinh Le Ba Khanh
Huy-Hung Nguyen
L. Pham
Duong Nguyen-Ngoc Tran
Jae Wook Jeon
363
18
0
23 Jul 2024
D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms
Tajamul Ashraf
K. Rangarajan
Mohit Gambhir
Richa Gabha
Chetan Arora
MedIm
301
7
0
09 Jul 2024
DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical Alignment
Jianhong Han
Liang Chen
Yupei Wang
ViT
292
20
0
20 May 2024
Lightweight Deep Learning for Resource-Constrained Environments: A Survey
Hou-I Liu
Marco Galindo
Hongxia Xie
Lai-Kuan Wong
Hong-Han Shuai
Yung-Hui Li
Wen-Huang Cheng
436
206
0
08 Apr 2024
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
Justin Kay
T. Haucke
Suzanne Stathatos
Siqi Deng
Erik Young
Pietro Perona
Sara Beery
Grant Van Horn
601
17
0
18 Mar 2024
Enhancing cross-domain detection: adaptive class-aware contrastive transformer
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Ziru Zeng
Yue Ding
Hongtao Lu
ViT
327
4
0
24 Jan 2024
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception
European Conference on Computer Vision (ECCV), 2024
Kai Jiang
Jiaxing Huang
Weiying Xie
Yunsong Li
Ling Shao
Shijian Lu
396
6
0
13 Jan 2024
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
468
30
0
24 Oct 2023
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation
ACM Multimedia (ACM MM), 2023
Muxin Liao
Shishun Tian
Yuhang Zhang
Guoguang Hua
Wenbin Zou
Xia Li
368
18
0
25 Sep 2023
GPA-3D: Geometry-aware Prototype Alignment for Unsupervised Domain Adaptive 3D Object Detection from Point Clouds
IEEE International Conference on Computer Vision (ICCV), 2023
Ziyu Li
Jingming Guo
Tongtong Cao
Bingbing Liu
Wankou Yang
3DPC
264
19
0
16 Aug 2023
PM-DETR: Domain Adaptive Prompt Memory for Object Detection with Transformers
Peidong Jia
Jiaming Liu
Senqiao Yang
Jiarui Wu
Xiaodong Xie
Shanghang Zhang
VLM
337
8
0
01 Jul 2023
Transformer-Based Visual Segmentation: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Xiangtai Li
Henghui Ding
Haobo Yuan
Wenwei Zhang
Jiangmiao Pang
Guangliang Cheng
Kai-xiang Chen
Ziwei Liu
Chen Change Loy
ViT
MedIm
579
281
0
19 Apr 2023
Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification
The Web Conference (WWW), 2023
Xingcheng Fu
Yuecen Wei
Qingyun Sun
Haonan Yuan
Hongzhi Zhang
Hao Peng
Jianxin Li
AI4CE
221
41
0
11 Apr 2023
BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection
IEEE International Conference on Robotics and Automation (ICRA), 2022
Jiaming Liu
Rongyu Zhang
Xiaoqi Li
Yatian Wang
Zehui Chen
Ming Lu
Yandong Guo
Shanghang Zhang
3DPC
458
5
0
30 Nov 2022
Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer
IEEE International Conference on Robotics and Automation (ICRA), 2022
Jiaming Liu
Qizhe Zhang
Jianing Li
Ming Lu
Tiejun Huang
Shanghang Zhang
216
11
0
26 Aug 2022
Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing
International Conference on Information and Knowledge Management (CIKM), 2022
Qingyun Sun
Jianxin Li
Haonan Yuan
Xingcheng Fu
Hao Peng
Cheng Ji
Qian Li
Philip S. Yu
224
51
0
17 Aug 2022
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment
IEEE transactions on multimedia (IEEE TMM), 2022
Jinhong Deng
Xiaoyue Zhang
Wen Li
Lixin Duan
246
19
0
01 Jun 2022
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
310
61
0
31 Mar 2021
Unbiased Mean Teacher for Cross-domain Object Detection
Computer Vision and Pattern Recognition (CVPR), 2020
Jinhong Deng
Wen Li
Yuhua Chen
Lixin Duan
724
382
0
02 Mar 2020
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