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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

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Title
Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds Longkun Zou Hui Tang Ke Chen Kui Jia 3DPC 35 63 0 20 Aug 2021
Unsupervised Domain-adaptive Hash for Networks Tao He Lianli Gao Jingkuan Song Yuan-Fang Li 115 1 0 20 Aug 2021
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Sridha Sridharan OOD 83 3 0 20 Aug 2021
Causal Attention for Unbiased Visual Recognition Tan Wang Chan Zhou Qianru Sun Hanwang Zhang OOD CML 108 114 0 19 Aug 2021
DESYR: Definition and Syntactic Representation Based Claim Detection on the Web Megha Sundriyal Parantak Singh Md. Shad Akhtar Shubhashis Sengupta Tanmoy Chakraborty 54 10 0 19 Aug 2021
Understanding and Mitigating Annotation Bias in Facial Expression Recognition Yunliang Chen Jungseock Joo CVBM 81 86 0 19 Aug 2021
Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision Yanwu Xu Biwei Huang Shaoan Xie Kayhan Batmanghelich OOD 49 7 0 19 Aug 2021
Multi-Anchor Active Domain Adaptation for Semantic Segmentation Munan Ning Donghuan Lu Dong Wei Cheng Bian Chenglang Yuan Shuang Yu Kai Ma Yefeng Zheng 68 54 0 18 Aug 2021
Channel-Temporal Attention for First-Person Video Domain Adaptation Xianyuan Liu Shuo Zhou Tao Lei Haiping Lu EgoV 32 0 0 17 Aug 2021
Appearance Based Deep Domain Adaptation for the Classification of Aerial Images D. Wittich Franz Rottensteiner 70 48 0 17 Aug 2021
Direct domain adaptation through reciprocal linear transformations T. Alkhalifah O. Ovcharenko OOD 131 5 0 17 Aug 2021
Neural Architecture Dilation for Adversarial Robustness Yanxi Li Zhaohui Yang Yunhe Wang Chang Xu AAML 64 24 0 16 Aug 2021
ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection Jihan Yang Shaoshuai Shi Zhe Wang Hongsheng Li Xiaojuan Qi 3DPC 52 67 0 15 Aug 2021
Towards Category and Domain Alignment: Category-Invariant Feature Enhancement for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 19 3 0 14 Aug 2021
Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI Hayato Arai Yuto Onga Kumpei Ikuta Yusuke Chayama Hitoshi Iyatomi K. Oishi MedIm 63 6 0 14 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 46 0 0 14 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 108 128 0 12 Aug 2021
Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder Hanwen Liang Qiong Zhang Peng Dai Juwei Lu 88 63 0 11 Aug 2021
AdaRNN: Adaptive Learning and Forecasting of Time Series Yuntao Du Jindong Wang Wenjie Feng Sinno Jialin Pan Tao Qin Renjun Xu Chongjun Wang AI4TS 88 252 0 10 Aug 2021
Learning to Transfer with von Neumann Conditional Divergence Ammar Shaker Shujian Yu Daniel Oñoro-Rubio OOD DRL 54 1 0 07 Aug 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 200 72 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 89 10 0 06 Aug 2021
Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding Sheng Huang Wanqi Yang Lei Wang Luping Zhou Ming Yang 55 9 0 06 Aug 2021
Multimodal Meta-Learning for Time Series Regression Sebastian Pineda-Arango Felix Heinrich Kiran Madhusudhanan Lars Schmidt-Thieme AI4TS 67 15 0 05 Aug 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 94 73 0 05 Aug 2021
Unsupervised Domain Adaptation in Speech Recognition using Phonetic Features Rupam Ojha C. Sekhar 22 0 0 04 Aug 2021
On the Robustness of Domain Adaption to Adversarial Attacks Liyuan Zhang Yuhang Zhou Lei Zhang OOD AAML 45 2 0 04 Aug 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 96 259 0 03 Aug 2021
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data Qi Zhu Natalia Ponomareva Jiawei Han Bryan Perozzi OOD 92 112 0 02 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip Torr OOD 99 8 0 02 Aug 2021
Few-Shot Domain Adaptation For End-to-End Communication Jayaram Raghuram Yijing Zeng Dolores García R. Ruiz S. Jha Joerg Widmer Suman Banerjee 27 5 0 02 Aug 2021
Conditional Bures Metric for Domain Adaptation You-Wei Luo Chuan-Xian Ren 93 51 0 31 Jul 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 98 62 0 30 Jul 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation Ruihuang Li Xu Jia Jianzhong He Shuaijun Chen Q. Hu 56 38 0 30 Jul 2021
Adaptation and Generalization for Unknown Sensitive Factors of Variations William Paul Philippe Burlina AAML 77 0 0 28 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 123 74 0 28 Jul 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation Xiaofeng Liu Site Li Yubin Ge Pengyi Ye J. You Jun Lu 127 18 0 28 Jul 2021
Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs Alishiba Dsouza Nicolas Tempelmeier Elena Demidova 45 13 0 28 Jul 2021
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Wen Wang Yang Cao Jing Zhang Fengxiang He Zhengjun Zha Yonggang Wen Dacheng Tao ViT 113 96 0 27 Jul 2021
In Defense of the Learning Without Forgetting for Task Incremental Learning Guy Oren Lior Wolf CLL 63 16 0 26 Jul 2021
Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification Chengcheng Han Zeqiu Fan Dongxiang Zhang Minghui Qiu Ming Gao Aoying Zhou VLM 51 63 0 26 Jul 2021
Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data Yu Fu Yanwei Fu Yu-Gang Jiang 70 67 0 26 Jul 2021
Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes Xin-Chun Li Le Gan De-Chuan Zhan Yunfeng Shao Bingshuai Li Shaoming Song OOD 70 9 0 26 Jul 2021
Improving Robot Localisation by Ignoring Visual Distraction Oscar Alejandro Mendez Maldonado M. Vowels Richard Bowden 25 1 0 25 Jul 2021
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis Jingxiao Liu Susu Xu Mario Bergés Hae Young Noh 49 19 0 23 Jul 2021
Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation Mengya Xu Mobarakol Islam C. Lim Hongliang Ren MedIm 69 32 0 23 Jul 2021
Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift Pinzhuo Tian Yao Gao OOD 51 1 0 23 Jul 2021
Transporting Causal Mechanisms for Unsupervised Domain Adaptation Zhongqi Yue Qianru Sun Xiansheng Hua Hanwang Zhang CML 139 56 0 23 Jul 2021
Domain Adaptation without Model Transferring Kunhong Wu Yucheng Shi Yahong Han Yunfeng Shao Bingshuai Li Qi Tian OOD 32 0 0 21 Jul 2021
Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters Mrigank Rochan Shubhra Aich Eduardo R. Corral-Soto A. Nabatchian Bingbing Liu 3DPC 83 31 0 20 Jul 2021