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"

41 / 41 papers shown

Title
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation Yachan Guo Yi Xiao Danna Xue Jose Luis Gomez Zurita Antonio M. López 91 0 0 15 May 2024
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization David Pujol-Perich Albert Clapés Sergio Escalera 56 0 0 20 Dec 2023
Attention-based Domain Adaptation for Single Stage Detectors Vidit Vidit Mathieu Salzmann ObjD 43 13 0 14 Jun 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection VS Vibashan Vikram Gupta Poojan Oza Vishwanath A. Sindagi Vishal M. Patel 35 182 0 07 Mar 2021
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu Yanpeng Cao 195 112 0 27 Feb 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Pan Zhang Bo Zhang Ting Zhang Dong Chen Yong Wang Fang Wen 108 496 0 26 Jan 2021
A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data Xianfeng Li Weijie Chen Di Xie Shicai Yang Peng Yuan Shiliang Pu Yueting Zhuang 40 140 0 10 Dec 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 34 91 0 30 Jul 2020
Thinking While Moving: Deep Reinforcement Learning with Concurrent Control Ted Xiao Eric Jang Dmitry Kalashnikov Sergey Levine Julian Ibarz Karol Hausman Alexander Herzog 55 37 0 13 Apr 2020
Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement Aming Wu Yahong Han Linchao Zhu Yi Yang 21 4 0 20 Nov 2019
Curriculum Self-Paced Learning for Cross-Domain Object Detection Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe OOD ObjD 30 72 0 15 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 151 4,395 0 07 Nov 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 48 307 0 24 Oct 2019
Multi-level Domain Adaptive learning for Cross-Domain Detection Rongchang Xie Fei Yu Jiachao Wang Yizhou Wang Li Zhang ObjD OOD 31 92 0 26 Jul 2019
Attending to Discriminative Certainty for Domain Adaptation V. Kurmi Shanu Kumar Vinay P. Namboodiri OOD 33 108 0 08 Jun 2019
$d$ -SNE: Domain Adaptation using Stochastic Neighborhood Embedding Xiang Xu Xiong Zhou Ragav Venkatesan Gurumurthy Swaminathan Orchid Majumder 26 120 0 29 May 2019
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection Taekyung Kim Minki Jeong Seunghyeon Kim Seokeon Choi Changick Kim 35 301 0 14 May 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection Qi Cai Yingwei Pan Chong-Wah Ngo Xinmei Tian Ling-yu Duan Ting Yao ViT OOD 42 307 0 25 Apr 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 53 625 0 24 Apr 2019
Automatic adaptation of object detectors to new domains using self-training Aruni RoyChowdhury Prithvijit Chakrabarty Ashish Singh SouYoung Jin Huaizu Jiang Liangliang Cao Erik Learned-Miller VLM ObjD 27 162 0 15 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 86 4,969 0 02 Apr 2019
Learning to Transfer Examples for Partial Domain Adaptation Zhangjie Cao Kaichao You Mingsheng Long Jianmin Wang Qiang Yang 41 274 0 28 Mar 2019
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 34 72 0 17 Mar 2019
SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection Eric Tzeng Kaylee Burns Kate Saenko Trevor Darrell ObjD 39 16 0 03 Dec 2018
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results Hajime Nada Vishwanath A. Sindagi He Zhang Vishal M. Patel CVBM 90 72 0 26 Apr 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 99 2,479 0 12 Apr 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 98 1,535 0 28 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 37 2,002 0 10 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 190 4,124 0 23 Jan 2018
Adversarial Feature Augmentation for Unsupervised Domain Adaptation Riccardo Volpi Pietro Morerio Silvio Savarese Vittorio Murino GAN OOD 41 232 0 23 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 100 2,985 0 08 Nov 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 69 1,094 0 25 Aug 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 91 1,941 0 08 Apr 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 130 4,331 0 20 Mar 2017
Asymmetric Tri-training for Unsupervised Domain Adaptation Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 68 586 0 27 Feb 2017
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 51 787 0 08 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 276 11,941 0 04 Dec 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 152 2,543 0 07 Oct 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 541 11,540 0 06 Apr 2016
WIDER FACE: A Face Detection Benchmark Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 63 1,589 0 20 Nov 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 313 9,418 0 28 May 2015