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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
Synthetic training data generation for deep learning based quality inspection Pierre Gutierrez Maria Luschkova Antoine Cordier Mustafa Shukor Mona Schappert Tim Dahmen 37 23 0 07 Apr 2021
Active learning using weakly supervised signals for quality inspection Antoine Cordier Deepan Das Pierre Gutierrez 46 7 0 07 Apr 2021
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection Wenjing Wang Wenhan Yang Jiaying Liu CVBM VLM 115 69 0 05 Apr 2021
Acted vs. Improvised: Domain Adaptation for Elicitation Approaches in Audio-Visual Emotion Recognition Haoqi Li Yelin Kim Cheng-Hao Kuo Shrikanth Narayanan 41 11 0 05 Apr 2021
Unsupervised Multi-source Domain Adaptation Without Access to Source Data Sk. Miraj Ahmed Dripta S. Raychaudhuri S. Paul Samet Oymak Amit K. Roy-Chowdhury 72 132 0 05 Apr 2021
Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression Apoorva Gokhale Astuti Sharma Kaustav Datta Savyasachi CVBM 22 0 0 05 Apr 2021
Explainability-aided Domain Generalization for Image Classification Robin M. Schmidt FAtt OOD 61 1 0 05 Apr 2021
Information-theoretic regularization for Multi-source Domain Adaptation Geon Yeong Park Sang Wan Lee TTA 86 28 0 04 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors Jian Liang Dapeng Hu Jiashi Feng Ran He 103 84 0 04 Apr 2021
Cross-Modal learning for Audio-Visual Video Parsing Jatin Lamba Abhishek Jayaprakash Akula Rishabh Dabral Preethi Jyothi Ganesh Ramakrishnan 135 8 0 03 Apr 2021
Assem-VC: Realistic Voice Conversion by Assembling Modern Speech Synthesis Techniques Kang-Wook Kim Seung-won Park Junhyeok Lee Myun-chul Joe 76 28 0 02 Apr 2021
Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts Song Park Sanghyuk Chun Junbum Cha Bado Lee Hyunjung Shim 93 67 0 02 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Subhankar Roy E. Krivosheev Zhun Zhong N. Sebe Elisa Ricci 111 62 0 01 Apr 2021
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery Mauro Martini Vittorio Mazzia Aleem Khaliq Marcello Chiaberge 134 40 0 01 Apr 2021
Domain Invariant Adversarial Learning Matan Levi Idan Attias A. Kontorovich AAML OOD 122 11 0 01 Apr 2021
Divergence Optimization for Noisy Universal Domain Adaptation Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 62 27 0 01 Apr 2021
Unsupervised Domain Expansion for Visual Categorization Jie Wang Kaibin Tian Dayong Ding Gang Yang Xirong Li 46 8 0 01 Apr 2021
Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery Mengya Xu Mobarakol Islam C. Lim Hongliang Ren OOD MedIm 71 29 0 31 Mar 2021
Deep Image Harmonization by Bridging the Reality Gap Junyan Cao Wenyan Cong Li Niu Jianfu Zhang Liqing Zhang 85 17 0 31 Mar 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Xiangyu Yue Zangwei Zheng Shanghang Zhang Yang Gao Trevor Darrell Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 106 152 0 31 Mar 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation Vitor Campagnolo Guizilini Jie Li Rares Andrei Ambrus Adrien Gaidon MDE 66 40 0 30 Mar 2021
Physics-based Differentiable Depth Sensor Simulation Benjamin Planche R. Singh 3DV 33 9 0 30 Mar 2021
Source-Free Domain Adaptation for Semantic Segmentation Yuang Liu Wei Zhang Jun Wang 80 256 0 30 Mar 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu Nikita Durasov Pascal Fua 97 42 0 30 Mar 2021
Face Forensics in the Wild Tianfei Zhou Wenguan Wang Zhiyuan Liang Jianbing Shen CVBM 78 122 0 30 Mar 2021
Adaptive Methods for Real-World Domain Generalization Abhimanyu Dubey Vignesh Ramanathan Alex Pentland D. Mahajan OOD 110 91 0 29 Mar 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 130 291 0 29 Mar 2021
Multi-Modal RGB-D Scene Recognition Across Domains Andrea Ferreri S. Bucci Tatiana Tommasi 70 6 0 26 Mar 2021
Contrastive Domain Adaptation Mamatha Thota Georgios Leontidis SSL 95 60 0 26 Mar 2021
VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation Jiayi Tian Jing Zhang Wen Li Dong Xu TTA 47 98 0 26 Mar 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Hiroki Sakuma Yoshinori Konishi 69 3 0 26 Mar 2021
Exploiting Playbacks in Unsupervised Domain Adaptation for 3D Object Detection Yurong You Carlos Diaz-Ruiz Yan Wang Wei-Lun Chao B. Hariharan M. Campbell Kilian Q. Weinberger 3DPC 47 26 0 26 Mar 2021
Inferring Latent Domains for Unsupervised Deep Domain Adaptation Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 74 27 0 25 Mar 2021
I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors Chaoqi Chen Zebiao Zheng Yue Huang Xinghao Ding Yizhou Yu OOD ObjD 103 62 0 25 Mar 2021
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Guoqiang Wei Cuiling Lan Wenjun Zeng Zhibo Chen 79 107 0 25 Mar 2021
On Evolving Attention Towards Domain Adaptation Kekai Sheng Ke Li Xiawu Zheng Jian Liang Weiming Dong Feiyue Huang Rongrong Ji Xing Sun 74 7 0 25 Mar 2021
DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation Seunghun Lee Sunghyun Cho Sunghoon Im DRL 103 59 0 24 Mar 2021
Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation Rongguang Wang Pratik Chaudhari Christos Davatzikos OOD 130 52 0 23 Mar 2021
Transferable Semantic Augmentation for Domain Adaptation Shuang Li Mixue Xie Kaixiong Gong Chi Harold Liu Yulin Wang Wei Li TTA 87 126 0 23 Mar 2021
Generalized Domain Conditioned Adaptation Network Shuang Li Binhui Xie Qiuxia Lin Chi Harold Liu Gao Huang Guoren Wang AI4CE 75 60 0 23 Mar 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation Shixiang Tang Peng Su Peng Gao Ni Zhao CLL 60 67 0 23 Mar 2021
Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision A. Gurram Ahmet Faruk Tuna Fengyi Shen O. Urfalioglu Antonio M. López MDE 101 42 0 22 Mar 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation Ning Xiao Lei Zhang 62 145 0 22 Mar 2021
Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen 100 19 0 22 Mar 2021
A Batch Normalization Classifier for Domain Adaptation Matthew R. Behrend S. Robinson OOD 26 0 0 22 Mar 2021
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation Naveen Venkat Jogendra Nath Kundu D. K. Singh Ambareesh Revanur R. VenkateshBabu 85 74 0 20 Mar 2021
ConDA: Continual Unsupervised Domain Adaptation A. M. N. Taufique C. S. Jahan Andreas E. Savakis TTA CLL 94 10 0 19 Mar 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Shafiq Joty AAML 98 36 0 17 Mar 2021
STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech Keon Lee Kyumin Park Daeyoung Kim 66 32 0 17 Mar 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Joseph P. Robinson Can Qin Yann Henon Samson Timoner Y. Fu 103 25 0 16 Mar 2021