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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,643 papers shown

Title
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs Ðorðe Miladinovic Kumar Shridhar Kushal Kumar Jain Max B. Paulus J. M. Buhmann Mrinmaya Sachan Carl Allen DRL 101 5 0 26 Sep 2022
Enhancing Data Diversity for Self-training Based Unsupervised Cross-modality Vestibular Schwannoma and Cochlea Segmentation Han Liu Yubo Fan Ipek Oguz Benoit M. Dawant 52 6 0 23 Sep 2022
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval Xiang Fang Daizong Liu Pan Zhou Yuchong Hu 205 43 0 23 Sep 2022
A domain adaptive deep learning solution for scanpath prediction of paintings M. A. Kerkouri Marouane Tliba A. Chetouani Alessandro Bruno 138 6 0 22 Sep 2022
Deep Domain Adaptation for Detecting Bomb Craters in Aerial Images Marco Geiger Dominik Martin Niklas Kühl 71 1 0 22 Sep 2022
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis Yumin Zhang Yawen Hou Xiuyi Chen Hongyuan Yu Long Xia CLL OOD 70 3 0 21 Sep 2022
Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes Sitong Zhou K. Lybarger Meliha Yetisgen-Yildiz Mari Ostendorf 88 2 0 20 Sep 2022
Bootstrap Generalization Ability from Loss Landscape Perspective Huanran Chen Shitong Shao Ziyi Wang Zirui Shang Jin Chen Xiaofeng Ji Xinxiao Wu OOD 134 19 0 18 Sep 2022
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Xiaofeng Liu Fangxu Xing Xiaofeng Liu Jonghye Woo OOD 100 32 0 16 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 120 37 0 16 Sep 2022
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation Jingwei Zhao Gus Xia Ye Wang DRL 63 6 0 15 Sep 2022
Out-of-Distribution Representation Learning for Time Series Classification Wang Lu Jindong Wang Xinwei Sun Yiqiang Chen Xingxu Xie OODD OOD 98 38 0 15 Sep 2022
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Ye Du Yujun Shen Haochen Wang Jingjing Fei Wei Li Liwei Wu Rui Zhao Zehua Fu Qingjie Liu 106 31 0 15 Sep 2022
Weakly Supervised Invariant Representation Learning Via Disentangling Known and Unknown Nuisance Factors Jiageng Zhu Hanchen Xie Wael AbdAlmageed 59 1 0 15 Sep 2022
High-resolution semantically-consistent image-to-image translation Mikhail Sokolov Chris Henry J. Storie C. Storie Victor Alhassan M. Turgeon-Pelchat 75 5 0 13 Sep 2022
Test-Time Adaptation with Principal Component Analysis Thomas Cordier Victor Bouvier Gilles Hénaff C´eline Hudelot TTA 69 1 0 13 Sep 2022
Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images P. Yeung M. Aliasi Monique C. Haak the INTERGROWTH-21st Consortium Weidi Xie A. Namburete MedIm 65 9 0 12 Sep 2022
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection Abhay Rawat Isha Dua Saurav Gupta Rahul Tallamraju 79 1 0 05 Sep 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang Wei Li Weidong Sun Ran Tao Qian Du 89 200 0 04 Sep 2022
Scalable Adversarial Online Continual Learning T. Dam Mahardhika Pratama Md Meftahul Ferdaus S. Anavatti Hussein Abbas CLL 86 3 0 04 Sep 2022
Autonomous Cross Domain Adaptation under Extreme Label Scarcity Weiwei Weng Mahardhika Pratama Choiru Za’in Marcus Vinícius de Carvalho Appan Rakaraddi Andri Ashfahani E. Yapp 75 8 0 04 Sep 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Simone Angarano Mauro Martini Francesco Salvetti Vittorio Mazzia Marcello Chiaberge OOD 107 12 0 02 Sep 2022
Domain Adaptation from Scratch Eyal Ben-David Yftah Ziser Roi Reichart 47 1 0 02 Sep 2022
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Xin-Yi Tong Guisong Xia Xiaoxiang Zhu AI4TS 103 69 0 01 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation JoonHo Lee Gyemin Lee 133 35 0 31 Aug 2022
Few-shot Adaptive Object Detection with Cross-Domain CutMix Yuzuru Nakamura Yasunori Ishii Yuki Maruyama Takayoshi Yamashita 72 11 0 31 Aug 2022
Uncertainty-Induced Transferability Representation for Source-Free Unsupervised Domain Adaptation Jiangbo Pei Zhuqing Jiang Aidong Men Liang Chen Yang Liu Qingchao Chen 77 29 0 30 Aug 2022
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data Le Jiang Shuangjun Liu Xiangyun Bai Sarah Ostadabbas 63 12 0 30 Aug 2022
Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data Evgeny M Mirkes Jonathan Bac Aziz Fouché Sergey V. Stasenko A. Zinovyev Alexander N. Gorban OOD 67 15 0 28 Aug 2022
Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model Lingsheng Kong Bo Hu Xiongchang Liu Jun Lu Jane You Xiaofeng Liu 88 13 0 26 Aug 2022
Local Context-Aware Active Domain Adaptation Tao Sun Cheng Lu Haibin Ling 67 9 0 26 Aug 2022
A Comprehensive Review of Digital Twin -- Part 1: Modeling and Twinning Enabling Technologies Adam Thelen Xiaoge Zhang Olga Fink Yan Lu Sayan Ghosh B. Youn Michael D. Todd S. Mahadevan Chao Hu Zhen Hu SyDa AI4CE 94 208 0 26 Aug 2022
Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures Mostafa Jahanifar A. Shephard Neda Zamanitajeddin S. Graham S. Raza F. Minhas Nasir M. Rajpoot OOD 82 20 0 26 Aug 2022
Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer Jiaming Liu Qizhe Zhang Jianing Li Ming Lu Tiejun Huang Shanghang Zhang 73 9 0 26 Aug 2022
Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource Language Sangdo Han 89 2 0 26 Aug 2022
OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization Zining Zhu Soroosh Shahtalebi Frank Rudzicz 95 5 0 25 Aug 2022
Multi-domain Learning for Updating Face Anti-spoofing Models Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 92 31 0 23 Aug 2022
Adversarial Feature Augmentation for Cross-domain Few-shot Classification Yan Hu A. J. Ma 101 51 0 23 Aug 2022
The Value of Out-of-Distribution Data Ashwin De Silva Rahul Ramesh Carey E. Priebe Pratik Chaudhari Joshua T. Vogelstein OODD 91 12 0 23 Aug 2022
Multimodal Across Domains Gaze Target Detection Francesco Tonini Cigdem Beyan Elisa Ricci 3DPC 69 21 0 23 Aug 2022
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding Stephen Su Sam Kwong Qingyu Zhao De-An Huang Juan Carlos Niebles Ehsan Adeli 80 0 0 22 Aug 2022
Learning Invariant Representations under General Interventions on the Response Kang Du Yu Xiang OOD 103 8 0 22 Aug 2022
Fuse and Attend: Generalized Embedding Learning for Art and Sketches U. Dutta 76 0 0 20 Aug 2022
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19 Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang 86 34 0 20 Aug 2022
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition Yiwen Zhu Kaiyu Gan Zhong Yin 46 1 0 19 Aug 2022
Cross-Domain Evaluation of a Deep Learning-Based Type Inference System Bernd Gruner Tim Sonnekalb Thomas S. Heinze C. Brust 80 2 0 19 Aug 2022
DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization Anshul Nasery Sravanti Addepalli Praneeth Netrapalli Prateek Jain OOD FedML 88 1 0 19 Aug 2022
Prompt Vision Transformer for Domain Generalization Zangwei Zheng Xiangyu Yue Kai Wang Yang You VLM VPVLM MDE 126 54 0 18 Aug 2022
Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion Sicheng Yang Methawee Tantrawenith Hao-Wen Zhuang Zhiyong Wu Aolan Sun ... Ning Cheng Huaizhen Tang Xintao Zhao Jie Wang Helen Meng DRL 56 39 0 18 Aug 2022
Domain-Specific Risk Minimization for Out-of-Distribution Generalization Yi-Fan Zhang Jindong Wang Jian Liang Zhang Zhang Baosheng Yu Liangdao Wang Dacheng Tao Xingxu Xie OOD 131 17 0 18 Aug 2022