Unsupervised Domain Adaptation of Object Detectors: A Survey

27 May 2021

Poojan Oza

Vishwanath A. Sindagi

Papers citing "Unsupervised Domain Adaptation of Object Detectors: A Survey"

29 / 79 papers shown

Title
S2R-ViT for Multi-Agent Cooperative Perception: Bridging the Gap from Simulation to Reality Jinlong Li Runsheng Xu Xinyi Liu Baolu Li Q. Zou Jiaqi Ma Hongkai Yu 22 17 0 16 Jul 2023
Revisiting Stereo Triangulation in UAV Distance Estimation Jiafan Zhuang Duan Yuan Rihong Yan Weixin Huang Yutao Zhou Zhun Fan 26 0 0 15 Jun 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 21 11 0 10 May 2023
Contrastive Mean Teacher for Domain Adaptive Object Detectors Shengcao Cao D. Joshi Liangyan Gui Yu-xiong Wang ObjD 29 55 0 04 May 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 24 31 0 24 Apr 2023
Enhancing Multi-Camera People Tracking with Anchor-Guided Clustering and Spatio-Temporal Consistency ID Re-Assignment Hsiang-Wei Huang Cheng-Yen Yang Zhongyu Jiang Pyong-Kun Kim Kyoungoh Lee ... Samartha Ramkumar Chaitanya Mullapudi In-Su Jang Chung-I Huang Jenq-Neng Hwang 24 15 0 19 Apr 2023
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Suho Lee SeungWon Seo Jihyo Kim Yejin Lee Sangheum Hwang 24 5 0 03 Apr 2023
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond Thanh Vu Baochen Sun Bodi Yuan Alex Ngai Yueqi Li Jan-Michael Frahm 15 1 0 18 Mar 2023
Assessing Domain Gap for Continual Domain Adaptation in Object Detection Anh-Dzung Doan Bach Long Nguyen Surabhi Gupta Ian Reid Markus Wagner Tat-Jun Chin TTA 13 4 0 21 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 14 2 0 10 Feb 2023
On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection Ambar Pal Arnau Ramisa C. AmitKumarK René Vidal ObjD 6 0 0 01 Dec 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh G. El Fakhri Je-Won Kang Jonghye Woo OOD 31 191 0 15 Aug 2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li 11 14 0 02 Aug 2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection Chaoqi Chen Jiongcheng Li Hong-Yu Zhou Xiaoguang Han Yue Huang Xinghao Ding Yizhou Yu 11 40 0 06 Jun 2022
OSSID: Online Self-Supervised Instance Detection by (and for) Pose Estimation Qiao Gu Brian Okorn David Held 11 9 0 18 Jan 2022
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Deepti Hegde Vishal M. Patel 3DPC 29 14 0 30 Nov 2021
Cross-Domain Adaptive Teacher for Object Detection Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris M. Kitani Peter Vajda ObjD 49 174 0 25 Nov 2021
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning VS Vibashan Domenick Poster Suya You Shuowen Hu Vishal M. Patel AI4CE 19 30 0 07 Oct 2021
Decoupled Adaptation for Cross-Domain Object Detection Junguang Jiang Baixu Chen Jianmin Wang Mingsheng Long ObjD 51 64 0 06 Oct 2021
Adversarially Trained Object Detector for Unsupervised Domain Adaptation Kazuma Fujii Hiroshi Kera K. Kawamoto ObjD AAML 15 3 0 13 Sep 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 11 10 0 26 Aug 2021
USB: Universal-Scale Object Detection Benchmark Yosuke Shinya ObjD 6 13 0 25 Mar 2021
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu Yanpeng Cao 173 111 0 27 Feb 2021
From Handheld to Unconstrained Object Detection: a Weakly-supervised On-line Learning Approach Elisa Maiettini Andrea Maracani Raffaello Camoriano Giulia Pasquale V. Tikhanoff Lorenzo Rosasco Lorenzo Natale 23 0 0 28 Dec 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 153 198 0 23 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 127 283 0 20 Mar 2020
Adapting Object Detectors with Conditional Domain Normalization Peng Su Kun Wang Xingyu Zeng Shixiang Tang Dapeng Chen Di Qiu Xiaogang Wang 56 84 0 16 Mar 2020
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 40 270 0 13 Mar 2020
Unbiased Mean Teacher for Cross-domain Object Detection Jinhong Deng Wen Li Yuhua Chen Lixin Duan 73 285 0 02 Mar 2020