SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images

15 August 2021

Tianze Yu

Ieee Jianzhe Lin Student Member

Ieee Lichao Mou Student Member

Yuansheng Hua

Senior Member Ieee Xiaoxiang Zhu

F. I. Z. Jane Wang

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Papers citing "SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images"

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Title
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Bo Zhang Tao Chen Bin Wang 137 51 0 03 Mar 2022
Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Yongchun Zhu Fuzhen Zhuang Deqing Wang OOD 65 300 0 04 Jan 2022
ML-Decoder: Scalable and Versatile Classification Head T. Ridnik Gilad Sharir Avi Ben-Cohen Emanuel Ben-Baruch Asaf Noy VLM 45 103 0 25 Nov 2021
On the Power of Deep but Naive Partial Label Learning Junghoon Seo Joon Suk Huh 13 12 0 22 Oct 2020
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 74 528 0 29 Sep 2020
Progressive Identification of True Labels for Partial-Label Learning Jiaqi Lv Miao Xu Lei Feng Gang Niu Xin Geng Masashi Sugiyama 36 181 0 19 Feb 2020
Multi-Label Classification with Label Graph Superimposing Ya Wang Dongliang He Fu Li Xiang Long Zhichao Zhou Jinwen Ma Shilei Wen 33 166 0 21 Nov 2019
Relation Network for Multi-label Aerial Image Classification Yuansheng Hua Lichao Mou Xiaoxiang Zhu 57 86 0 16 Jul 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 51 996 0 07 Apr 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 89 539 0 10 Mar 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 38 228 0 26 Feb 2019
Unsupervised Domain Adaptation Based on Source-guided Discrepancy Seiichi Kuroki Nontawat Charoenphakdee Han Bao Junya Honda Issei Sato Masashi Sugiyama 28 57 0 11 Sep 2018
Multi-Adversarial Domain Adaptation Zhongyi Pei Zhangjie Cao Mingsheng Long Jianmin Wang OOD TTA 43 857 0 04 Sep 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 158 1,362 0 02 May 2018
Learning More Universal Representations for Transfer-Learning Y. Tamaazousti Hervé Le Borgne C´eline Hudelot M. Seddik M. Tamaazousti OOD SSL 31 58 0 27 Dec 2017
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 67 1,781 0 07 Dec 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 112 2,985 0 08 Nov 2017
Partial Transfer Learning with Selective Adversarial Networks Zhangjie Cao Mingsheng Long Jianmin Wang Michael I. Jordan GAN 53 439 0 25 Jul 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 91 2,378 0 10 Jul 2017
AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Buló 73 315 0 26 Apr 2017
Generate To Adapt: Aligning Domains using Generative Adversarial Networks S. Sankaranarayanan Yogesh Balaji Carlos D. Castillo Rama Chellappa GAN OOD 77 649 0 06 Apr 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 186 4,638 0 17 Feb 2017
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 75 1,442 0 22 Aug 2016
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification Gui-Song Xia Jingwen Hu Fan Hu Baoguang Shi X. Bai Yanfei Zhong Liangpei Zhang 57 1,711 0 18 Aug 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 46 584 0 15 Mar 2016
Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels Ishan Misra C. L. Zitnick Margaret Mitchell Ross B. Girshick NoLa 30 219 0 22 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Return of Frustratingly Easy Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 58 1,831 0 17 Nov 2015
Learning Visual Features from Large Weakly Supervised Data Armand Joulin Laurens van der Maaten Allan Jabri Nicolas Vasilache SSL 47 406 0 06 Nov 2015
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 194 5,972 0 26 Sep 2014