Assessing Domain Gap for Continual Domain Adaptation in Object Detection

Assessing Domain Gap for Continual Domain Adaptation in Object Detection

21 February 2023

Bach Long Nguyen

Surabhi Gupta

Tat-Jun Chin

Papers citing "Assessing Domain Gap for Continual Domain Adaptation in Object Detection"

19 / 19 papers shown

Title
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 136 1 0 09 Feb 2025
Continual Test-Time Domain Adaptation Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 101 421 0 25 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 257 30,123 0 01 Mar 2022
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles Benjamin Kiefer D. Ott A. Zell 54 45 0 22 Dec 2021
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals Yu-xin Zhang Yiqiang Chen Jindong Wang Zhiwen Pan AI4TS 40 192 0 27 Jul 2021
Multiple instance active learning for object detection Tianning Yuan Fang Wan Mengying Fu Jianzhuang Liu Songcen Xu Xiangyang Ji QiXiang Ye WSOD 74 122 0 06 Apr 2021
Active Learning for Deep Object Detection via Probabilistic Modeling Jiwoong Choi Ismail Elezi Hyuk-Jae Lee C. Farabet J. Álvarez 50 123 0 30 Mar 2021
Consistency-based Active Learning for Object Detection Weiping Yu Sijie Zhu Taojiannan Yang Chong Chen ObjD 43 51 0 18 Mar 2021
HM4: Hidden Markov Model with Memory Management for Visual Place Recognition Anh-Dzung Doan Yasir Latif Tat-Jun Chin Ian Reid VLM 34 5 0 01 Nov 2020
One-Shot Unsupervised Cross-Domain Detection A. DÍnnocente Francesco Cappio Borlino S. Bucci Barbara Caputo Tatiana Tommasi ObjD 43 33 0 23 May 2020
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 75 165 0 15 Apr 2019
A Robust Learning Approach to Domain Adaptive Object Detection Mehran Khodabandeh Arash Vahdat Mani Ranjbar W. Macready ObjD OOD TTA 48 245 0 04 Apr 2019
Active Learning for Deep Object Detection C. Brust Christoph Käding Joachim Denzler VLM ObjD 48 118 0 26 Sep 2018
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Naoto Inoue Ryosuke Furuta T. Yamasaki Kiyoharu Aizawa ObjD 85 531 0 30 Mar 2018
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation B. Damodaran B. Kellenberger Rémi Flamary D. Tuia Nicolas Courty OT OOD 76 466 0 27 Mar 2018
ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization Vadim Kantorov Maxime Oquab Minsu Cho Ivan Laptev WSOL 58 306 0 14 Sep 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 97 3,151 0 06 Jul 2016
Training generative neural networks via Maximum Mean Discrepancy optimization Gintare Karolina Dziugaite Daniel M. Roy Zoubin Ghahramani GAN 84 530 0 14 May 2015
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 233 6,022 0 26 Sep 2014