Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

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Title
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild Haibo Jin Tianran Ouyang Ling Shao CVBM 67 122 0 08 Mar 2020
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction Xiang Li Chao Wang Jiwei Tan Xiaoyi Zeng Dan Ou Bo Zheng 25 44 0 07 Mar 2020
Unbiased Mean Teacher for Cross-domain Object Detection Jinhong Deng Wen Li Yuhua Chen Lixin Duan 79 287 0 02 Mar 2020
Understanding Self-Training for Gradual Domain Adaptation Ananya Kumar Tengyu Ma Percy Liang CLL TTA 28 228 0 26 Feb 2020
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey Sicheng Zhao Yue Liu Colorado Reed Pengfei Xu Kurt Keutzer 26 103 0 26 Feb 2020
Generalized Product Quantization Network for Semi-supervised Image Retrieval Young Kyun Jang N. Cho 26 38 0 26 Feb 2020
Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Jitin Krishnan Hemant Purohit Huzefa Rangwala OOD 24 10 0 25 Feb 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 50 1,210 0 20 Feb 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Yue Liu Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 48 64 0 19 Feb 2020
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation H. Tran Sumyeong Ahn Taeyoung Lee Yung Yi 21 2 0 19 Feb 2020
Contradictory Structure Learning for Semi-supervised Domain Adaptation Can Qin Lichen Wang Qianqian Ma Yu Yin Huan Wang Y. Fu 110 21 0 06 Feb 2020
Few-Shot Learning as Domain Adaptation: Algorithm and Analysis Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen 11 12 0 06 Feb 2020
Learning Numerical Observers using Unsupervised Domain Adaptation Shenghua He Weimin Zhou Hua Li M. Anastasio OOD 14 7 0 03 Feb 2020
Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Akash Kumar Arnav Bhavasar 16 6 0 03 Feb 2020
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning Qian Xue Wei Zhang H. Zha 32 39 0 01 Feb 2020
Modality Compensation Network: Cross-Modal Adaptation for Action Recognition Sijie Song Jiaying Liu Yanghao Li Zongming Guo 32 43 0 31 Jan 2020
Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results Xiaoxiao Li Yufeng Gu Nicha Dvornek Lawrence H. Staib P. Ventola James S. Duncan FedML OOD 20 353 0 16 Jan 2020
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Marco Toldo Umberto Michieli Gianluca Agresti Pietro Zanuttigh 24 50 0 14 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 39 276 0 09 Jan 2020
Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Qin Wang Gabriel Michau Olga Fink 25 55 0 07 Jan 2020
Learning Predictive Models From Observation and Interaction Karl Schmeckpeper Annie Xie Oleh Rybkin Stephen Tian Kostas Daniilidis Sergey Levine Chelsea Finn DRL 33 60 0 30 Dec 2019
A simple baseline for domain adaptation using rotation prediction Ajinkya Tejankar Hamed Pirsiavash SSL 25 5 0 26 Dec 2019
Adversarial Feature Distribution Alignment for Semi-Supervised Learning Christoph Mayer M. Paul Radu Timofte 29 12 0 22 Dec 2019
Adversarial Cross-Domain Action Recognition with Co-Attention Boxiao Pan Zhangjie Cao Ehsan Adeli Juan Carlos Niebles ViT 27 103 0 22 Dec 2019
Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation Zeyu Wang Klint Qinami Yannis Karakozis Kyle Genova P. Nair Kenji Hata Olga Russakovsky 38 357 0 26 Nov 2019
Transfer Learning Toolkit: Primers and Benchmarks Fuzhen Zhuang Keyu Duan Tongjia Guo Yongchun Zhu Dongbo Xi Zhiyuan Qi Qing He 21 2 0 20 Nov 2019
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Shiori Sagawa Pang Wei Koh Tatsunori B. Hashimoto Percy Liang OOD 16 1,200 0 20 Nov 2019
Domain Generalization Using a Mixture of Multiple Latent Domains Toshihiko Matsuura Tatsuya Harada OOD 23 323 0 18 Nov 2019
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Yifan Zhang Ying Wei P. Zhao Shuaicheng Niu Qingyao Wu Mingkui Tan Junzhou Huang OOD 28 145 0 17 Nov 2019
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Fuxun Yu Di Wang Yinpeng Chen Nikolaos Karianakis Tong Shen Pei Yu Dimitrios Lymberopoulos Sidi Lu Weisong Shi Xiang Chen 28 33 0 17 Nov 2019
Copy-Move Forgery Classification via Unsupervised Domain Adaptation Akash Kumar Arnav V. Bhavsar 17 2 0 14 Nov 2019
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip Torr DRL 32 266 0 08 Nov 2019
How Language-Neutral is Multilingual BERT? Jindrich Libovický Rudolf Rosa Alexander Fraser 21 115 0 08 Nov 2019
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 24 71 0 08 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 82 4,350 0 07 Nov 2019
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses Zhiqiang Shen Harsh Maheshwari Weichen Yao Marios Savvides ObjD 27 93 0 06 Nov 2019
Generalizing to unseen domains via distribution matching Isabela Albuquerque João Monteiro Mohammad Javad Darvishi Bayazi T. Falk Ioannis Mitliagkas OOD 35 155 0 03 Nov 2019
Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement Weihao Xia Yujiu Yang Jing-Hao Xue 29 15 0 02 Nov 2019
Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting Songbin Xu Yang Xue Xin Zhang Lianwen Jin 19 3 0 01 Nov 2019
Cross-Domain Face Synthesis using a Controllable GAN F. Mokhayeri K. Kamali Eric Granger CVBM 33 17 0 31 Oct 2019
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition Mimansa Jaiswal E. Provost 42 73 0 29 Oct 2019
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling Nasser Zalmout Nizar Habash VLM 29 24 0 28 Oct 2019
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency M. Whitehill Shuang Ma Daniel J. McDuff Yale Song 28 35 0 25 Oct 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 44 304 0 24 Oct 2019
Cross-Lingual Vision-Language Navigation An Yan Xinze Wang Jiangtao Feng Lei Li William Yang Wang LM&Ro 32 16 0 24 Oct 2019
Class-imbalanced Domain Adaptation: An Empirical Odyssey Shuhan Tan Xingchao Peng Kate Saenko OOD 27 11 0 23 Oct 2019
Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation Manirupa Das Zhen Wang Evan Jaffe Madhuja Chattopadhyay Eric Fosler-Lussier R. Ramnath AAML 52 2 0 18 Oct 2019
Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos R Gnana Praveen Eric Granger P. Cardinal 41 25 0 17 Oct 2019
On the Global Optima of Kernelized Adversarial Representation Learning Bashir Sadeghi Runyi Yu Vishnu Boddeti AAML 67 31 0 16 Oct 2019
Weakly Labeled Sound Event Detection Using Tri-training and Adversarial Learning Hyoungwoo Park Sungrack Yun Jungyun Eum Janghoon Cho Kyuwoong Hwang 19 4 0 14 Oct 2019