Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

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Title
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 27 43 0 16 Aug 2021
Vector-Decomposed Disentanglement for Domain-Invariant Object Detection Aming Wu R. Liu Yahong Han Linchao Zhu Yi Yang 35 104 0 15 Aug 2021
Learning Transferable Parameters for Unsupervised Domain Adaptation Zhongyi Han Haoliang Sun Yilong Yin OOD 35 45 0 13 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 32 125 0 12 Aug 2021
Semantic Concentration for Domain Adaptation Shuang Li Mixue Xie Fangrui Lv Chi Harold Liu Jian Liang C. Qin Wei Li 58 87 0 12 Aug 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation Inkyu Shin Dong-Jin Kim Jae-Won Cho Sanghyun Woo Kwanyong Park In So Kweon 20 55 0 12 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 69 49 0 08 Aug 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 134 66 0 06 Aug 2021
Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation Yongtuo Liu Dan Xu Sucheng Ren Han-Zhen Wu Hongmin Cai Shengfeng He 53 10 0 06 Aug 2021
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning Yan Bai J. Jiao Shengsen Wu Yihang Lou Jun Liu Xuetao Feng Ling-yu Duan 38 7 0 06 Aug 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID Yongxing Dai Jun Liu Yifan Sun Zekun Tong Chi Zhang Ling-yu Duan 44 116 0 05 Aug 2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation Duo Peng Yinjie Lei Lingqiao Liu Pingping Zhang Jun Liu 25 73 0 05 Aug 2021
On the Robustness of Domain Adaption to Adversarial Attacks Liyuan Zhang Yuhang Zhou Lei Zhang OOD AAML 15 2 0 04 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip Torr OOD 32 8 0 02 Aug 2021
Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Yiju Yang Taejoon Kim Guanghui Wang 52 2 0 02 Aug 2021
Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation Duo Peng Yinjie Lei Wen Li Pingping Zhang Yulan Guo 32 60 0 30 Jul 2021
Addressing materials' microstructure diversity using transfer learning Aurèle Goetz Ali Riza Durmaz Martin Müller Akhil Thomas D. Britz P. Kerfriden C. Eberl OOD 22 21 0 29 Jul 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 40 74 0 28 Jul 2021
Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network Zhikang Zou Xiaoye Qu Pan Zhou Shuangjie Xu Xiaoqing Ye Wenhao Wu Jinxing Ye 27 32 0 27 Jul 2021
Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation Song Tang Yan Yang Zhiyuan Ma Norman Hendrich Fanyu Zeng S. Ge Changshui Zhang Jianwei Zhang OOD 33 13 0 27 Jul 2021
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation Heran Yang Jian Sun Liwei Yang Zongben Xu MedIm 24 23 0 26 Jul 2021
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman TTA 31 21 0 21 Jul 2021
Defending against Reconstruction Attack in Vertical Federated Learning Jiankai Sun Yuanshun Yao Weihao Gao Junyuan Xie Chong-Jun Wang AAML FedML 26 28 0 21 Jul 2021
Heterogeneous Face Frontalization via Domain Agnostic Learning Xing Di Shuowen Hu Vishal M. Patel CVBM 40 10 0 17 Jul 2021
Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation Ning Ma Jiajun Bu Lixian Lu Jun Wen Zhen Zhang Sheng Zhou Xifeng Yan TTA 137 5 0 14 Jul 2021
Zero-Round Active Learning Si-An Chen Tianhao Wang R. Jia 67 4 0 14 Jul 2021
Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Cian Eastwood I. Mason Christopher K. I. Williams Bernhard Schölkopf TTA 30 51 0 12 Jul 2021
Aligning Correlation Information for Domain Adaptation in Action Recognition Yuecong Xu Jianfei Yang Haozhi Cao K. Mao Jianxiong Yin Simon See 24 38 0 11 Jul 2021
Few-Shot Domain Adaptation with Polymorphic Transformers Shaohua Li Xiuchao Sui Jie Fu Huazhu Fu Xiangde Luo Yangqin Feng Xinxing Xu Yong Liu Daniel Ting Rick Siow Mong Goh ViT MedIm 24 20 0 10 Jul 2021
Machine Learning for Stuttering Identification: Review, Challenges and Future Directions S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 33 48 0 08 Jul 2021
Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Xiaodong Wang Junbao Zhuo Shuhao Cui Shuhui Wang 28 6 0 07 Jul 2021
Neural Task Success Classifiers for Robotic Manipulation from Few Real Demonstrations A. Mohtasib Amir Ghalamzan Nicola Bellotto Heriberto Cuay´ahuitl 18 1 0 01 Jul 2021
Cross-Lingual Transfer Learning for Statistical Type Inference Zhiming Li Xiaofei Xie Haoliang Li Zhengzi Xu Yi Li Yang Liu 28 2 0 01 Jul 2021
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation Ankit Singh 39 108 0 30 Jun 2021
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation Pratik Mazumder Pravendra Singh Vinay P. Namboodiri SSL 26 2 0 30 Jun 2021
Learning Task Informed Abstractions Xiang Fu Ge Yang Pulkit Agrawal Tommi Jaakkola 34 65 0 29 Jun 2021
Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation Chaithanya Kumar Mummadi Robin Hutmacher K. Rambach Evgeny Levinkov Thomas Brox J. H. Metzen TTA OOD 35 70 0 28 Jun 2021
Few-Shot Domain Expansion for Face Anti-Spoofing Bowen Yang Jing Zhang Zhen-fei Yin Jing Shao CVBM 30 12 0 27 Jun 2021
f-Domain-Adversarial Learning: Theory and Algorithms David Acuna Guojun Zhang M. Law Sanja Fidler FedML AI4CE 21 60 0 21 Jun 2021
Cluster-guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification Mingkun Li Chun-Guang Li Jun Guo SSL 34 71 0 15 Jun 2021
Delving Deep into the Generalization of Vision Transformers under Distribution Shifts Chongzhi Zhang Mingyuan Zhang Shanghang Zhang Daisheng Jin Qiang-feng Zhou Zhongang Cai Haiyu Zhao Xianglong Liu Ziwei Liu 21 103 0 14 Jun 2021
Online Continual Adaptation with Active Self-Training Shiji Zhou Han Zhao Shanghang Zhang Lianzhe Wang Heng Chang Zhi Wang Wenwu Zhu CLL 43 10 0 11 Jun 2021
Invariant Information Bottleneck for Domain Generalization Yue Liu Yifei Shen Yezhen Wang Wenzhen Zhu Colorado Reed Jun Zhang Dongsheng Li Kurt Keutzer Han Zhao OOD 37 107 0 11 Jun 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals Yuqi Ren Deyi Xiong 24 16 0 10 Jun 2021
Tensor feature hallucination for few-shot learning Michalis Lazarou Tania Stathaki Yannis Avrithis 47 22 0 09 Jun 2021
Taxonomy of Machine Learning Safety: A Survey and Primer Sina Mohseni Haotao Wang Zhiding Yu Chaowei Xiao Zhangyang Wang J. Yadawa 31 31 0 09 Jun 2021
Quantifying and Improving Transferability in Domain Generalization Guojun Zhang Han Zhao Yaoliang Yu Pascal Poupart 51 37 0 07 Jun 2021
Adversarially Adaptive Normalization for Single Domain Generalization Xinjie Fan Qifei Wang Junjie Ke Feng Yang Boqing Gong Mingyuan Zhou 27 129 0 01 Jun 2021
A Fourier-based Framework for Domain Generalization Qinwei Xu Ruipeng Zhang Ya Zhang Yanfeng Wang Qi Tian OOD 26 426 0 24 May 2021
Speaker disentanglement in video-to-speech conversion Dan Oneaţă Adriana Stan H. Cucu 24 9 0 20 May 2021