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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
Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains Irene Li Vanessa Yan Dragomir R. Radev GNN BDL 49 3 0 17 Sep 2021
On the inductive biases of deep domain adaptation Rodrigue Siry Louis Hémadou Loïc Simon F. Jurie 72 3 0 16 Sep 2021
Topic Transferable Table Question Answering Saneem A. Chemmengath Vishwajeet Kumar Samarth Bharadwaj Jaydeep Sen Mustafa Canim Soumen Chakrabarti A. Gliozzo Karthik Sankaranarayanan OOD 96 11 0 15 Sep 2021
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction M. Yarmohammadi Shijie Wu Marc Marone Haoran Xu Seth Ebner ... Craig Harman Kenton W. Murray Aaron Steven White Mark Dredze Benjamin Van Durme 76 30 0 14 Sep 2021
ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization Stenzel Cackowski E. Barbier M. Dojat T. Christen 90 34 0 14 Sep 2021
Foreground Object Structure Transfer for Unsupervised Domain Adaptation Jieren Cheng Le Liu Xiangyan Tang Wenxuan Tu Boyi Liu Ke Zhou Qiaobo Da Yue Yang 116 1 0 14 Sep 2021
Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Han Liu Yubo Fan C. Cui Dingjie Su A. McNeil Benoit M. Dawant 80 2 0 13 Sep 2021
Cross Domain Robot Imitation with Invariant Representation Zhao-Heng Yin Lingfeng Sun Hengbo Ma Masayoshi Tomizuka Wu-Jun Li 64 14 0 13 Sep 2021
Task Guided Compositional Representation Learning for ZDA Shuang Liu Mete Ozay OOD 76 0 0 13 Sep 2021
Adversarially Trained Object Detector for Unsupervised Domain Adaptation Kazuma Fujii Hiroshi Kera K. Kawamoto ObjD AAML 79 3 0 13 Sep 2021
Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Jin Hong S. Yu Weitian Chen OOD MedIm 63 83 0 13 Sep 2021
On the Impact of Spurious Correlation for Out-of-distribution Detection Yifei Ming Hang Yin Yixuan Li OODD 198 75 0 12 Sep 2021
Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification Qi. Wang Sikai Bai Junyuan Gao Yuan. Yuan Xuelong Li 75 2 0 12 Sep 2021
Adversarial Representation Learning With Closed-Form Solvers Bashir Sadeghi Lan Wang Vishnu Boddeti 64 5 0 12 Sep 2021
Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search Zhixiong Yue Pengxin Guo Yu Zhang 61 1 0 12 Sep 2021
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Dengxin Dai D. Paudel Ajad Chhatkuli Feng Yu Luc Van Gool 72 9 0 10 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption A. Frikha Denis Krompass Volker Tresp OOD 90 1 0 09 Sep 2021
Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation Yuntao Du Haiyang Yang Mingcai Chen Juan Jiang Hongtao Luo Chongjun Wang TTA 102 31 0 09 Sep 2021
Improving Deep Metric Learning by Divide and Conquer A. Sanakoyeu Pingchuan Ma Vadim Tschernezki Bjorn Ommer 95 14 0 09 Sep 2021
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation Gengxin Xu Chen Liu Jun Liu Z. Ding F. Shi ... Xiaoming Li Ying Wei Yaozong Gao Chuan-Xian Ren Dinggang Shen OOD 82 36 0 08 Sep 2021
Referee: Towards reference-free cross-speaker style transfer with low-quality data for expressive speech synthesis Songxiang Liu Shan Yang Dan Su Dong Yu AI4TS 62 10 0 08 Sep 2021
On Characterizing the Trade-off in Invariant Representation Learning Bashir Sadeghi Sepehr Dehdashtian Vishnu Boddeti 113 7 0 08 Sep 2021
Grassmannian Graph-attentional Landmark Selection for Domain Adaptation Bin Sun Shaofan Wang Dehui Kong Jinghua Li Baocai Yin 69 1 0 07 Sep 2021
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization Alexandre Ramé Corentin Dancette Matthieu Cord OOD 146 210 0 07 Sep 2021
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers Lucas Fernando Alvarenga e Silva Daniel Carlos Guimarães Pedronette F. Faria João Paulo Papa Jurandy Almeida 27 5 0 06 Sep 2021
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Nico Messikommer Daniel Gehrig Mathias Gehrig Davide Scaramuzza 105 44 0 06 Sep 2021
Fighting Selection Bias in Statistical Learning: Application to Visual Recognition from Biased Image Databases Stéphan Clémenccon Pierre Laforgue Robin Vogel CVBM 27 0 0 06 Sep 2021
Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction Kailong Hao Botao Yu Wei Hu 74 22 0 05 Sep 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Haoyue Bai Fengwei Zhou Lanqing Hong Nanyang Ye Shueng-Han Gary Chan Zhenguo Li OOD UQCV 73 44 0 05 Sep 2021
Automatic Online Multi-Source Domain Adaptation Renchunzi Xie Mahardhika Pratama 83 15 0 05 Sep 2021
Barycentric-alignment and reconstruction loss minimization for domain generalization Boyang Lyu Thuan Q. Nguyen Prakash Ishwar matthias. scheutz Shuchin Aeron OOD 136 4 0 04 Sep 2021
MitoDet: Simple and robust mitosis detection Jakob Dexl M. Benz Volker Bruns P. Kuritcyn Thomas Wittenberg 54 3 0 02 Sep 2021
Adversarial Robustness for Unsupervised Domain Adaptation Muhammad Awais Fengwei Zhou Hang Xu Lanqing Hong Ping Luo Sung-Ho Bae Zhenguo Li 97 40 0 02 Sep 2021
Real World Robustness from Systematic Noise Yan Wang Yuhang Li Ruihao Gong 61 7 0 02 Sep 2021
DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction Entony Lekhtman Yftah Ziser Roi Reichart 76 29 0 01 Sep 2021
Conditional Extreme Value Theory for Open Set Video Domain Adaptation Zhuoxiao Chen Yadan Luo Mahsa Baktash 89 10 0 01 Sep 2021
Aligning Hotel Embeddings using Domain Adaptation for Next-Item Recommendation Ioannis Partalas 30 0 0 31 Aug 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 168 536 0 31 Aug 2021
CAPE: Context-Aware Private Embeddings for Private Language Learning Richard Plant Dimitra Gkatzia V. Giuffrida 80 27 0 27 Aug 2021
Learning Cross-modal Contrastive Features for Video Domain Adaptation Donghyun Kim Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu Stan Sclaroff Kate Saenko Manmohan Chandraker 90 73 0 26 Aug 2021
Learning to Diversify for Single Domain Generalization Zijian Wang Yadan Luo Ruihong Qiu Zi Huang Mahsa Baktash 116 259 0 26 Aug 2021
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training Hari Prasanna Das Ryan Tran Japjot Singh Yu-Wen Lin C. Spanos OOD 66 11 0 25 Aug 2021
A Scaling Law for Synthetic-to-Real Transfer: How Much Is Your Pre-training Effective? Hiroaki Mikami Kenji Fukumizu Shogo Murai Shuji Suzuki Yuta Kikuchi Taiji Suzuki S. Maeda Kohei Hayashi 92 12 0 25 Aug 2021
Domain Adaptation for Real-World Single View 3D Reconstruction Brandon Leung Siddharth Singh Arik Horodniceanu OOD 28 1 0 24 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 88 57 0 24 Aug 2021
Weakly Supervised Cross-platform Teenager Detection with Adversarial BERT Peiling Yi A. Zubiaga 8 1 0 24 Aug 2021
Ranking Models in Unlabeled New Environments Xiaoxiao Sun Yunzhong Hou Weijian Deng Hongdong Li Liang Zheng OOD 71 9 0 23 Aug 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction Brandon Leung Chih-Hui Ho Nuno Vasconcelos 72 5 0 23 Aug 2021
Robust Ensembling Network for Unsupervised Domain Adaptation Han Sun Lei Lin Ningzhong Liu Huiyu Zhou 37 2 0 21 Aug 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 61 0 0 20 Aug 2021