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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
SCLAiR : Supervised Contrastive Learning for User and Device Independent Airwriting Recognition Ayush Tripathi A. Mondal Lalan Kumar Prathosh Ap 68 9 0 25 Nov 2021
Robustness against Adversarial Attacks in Neural Networks using Incremental Dissipativity B. Aquino Arash Rahnama Peter M. Seiler Lizhen Lin Vijay Gupta AAML 51 8 0 25 Nov 2021
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Xinyu Zhang S. Gu Yutaka Matsuo Yusuke Iwasawa VLM 104 40 0 25 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 107 86 0 24 Nov 2021
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing Taesik Gong Yewon Kim Adiba Orzikulova Yunxin Liu Sung Ju Hwang Jinwoo Shin Sung-Ju Lee 74 9 0 22 Nov 2021
Capitalization and Punctuation Restoration: a Survey V. Pais D. Tufis 74 19 0 21 Nov 2021
Federated Learning with Domain Generalization Liling Zhang Xinyu Lei Yichun Shi Hongyu Huang Chao Chen FedML OOD 71 57 0 20 Nov 2021
Semi-Supervised Domain Generalization with Evolving Intermediate Domain Luojun Lin Han Xie Zhishu Sun Weijie Chen Wenxi Liu Yuanlong Yu Lei Zhang 62 12 0 19 Nov 2021
Action Recognition with Domain Invariant Features of Skeleton Image Han Chen Yifan Jiang Hanseok Ko 113 3 0 19 Nov 2021
Edge-preserving Domain Adaptation for semantic segmentation of Medical Images Thong Vo N. Khan OOD MedIm 22 2 0 18 Nov 2021
See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation Darren Tsai J. S. Berrio Mao Shan Stewart Worrall E. Nebot 3DPC 43 15 0 17 Nov 2021
Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data Rui Hu Jitao Sang Jinqiang Wang Rui Hu Chaoquan Jiang CML OOD 59 7 0 17 Nov 2021
Cross-lingual Low Resource Speaker Adaptation Using Phonological Features Georgia Maniati Nikolaos Ellinas K. Markopoulos G. Vamvoukakis June Sig Sung Hyoungmin Park Aimilios Chalamandaris Pirros Tsiakoulis 64 14 0 17 Nov 2021
Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation David Acuna Jonah Philion Sanja Fidler OOD 81 16 0 15 Nov 2021
Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning Songxiang Liu Dan Su Dong Yu 56 10 0 14 Nov 2021
Guided Sampling-based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis Arun K. Sharma N. Verma 95 2 0 12 Nov 2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Hsin-Yi Lin Huan-Hsin Tseng Xugang Lu Yu Tsao OT 66 33 0 11 Nov 2021
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data Wasu Top Piriyakulkij Cristina Menghini Ross Briden Nihal V. Nayak Jeffrey Zhu Elaheh Raisi Stephen H. Bach VLM 135 1 0 08 Nov 2021
Multi-Modality Cardiac Image Analysis with Deep Learning Lei Li Fuping Wu Sihan Wang Xiahai Zhuang 40 0 0 08 Nov 2021
Open-Set Crowdsourcing using Multiple-Source Transfer Learning Guangyang Han Guoxian Yu Lei Liu Li-zhen Cui C. Domeniconi Xiangliang Zhang 18 0 0 07 Nov 2021
Domain Attention Consistency for Multi-Source Domain Adaptation Zhongying Deng Kaiyang Zhou Yongxin Yang Tao Xiang 113 7 0 06 Nov 2021
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features Haohan Wang Zeyi Huang Hanlin Zhang Yong Jae Lee Eric P. Xing OOD 200 16 0 05 Nov 2021
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Joachim Nyborg Charlotte Pelletier Sébastien Lefèvre Ira Assent OOD AI4TS 73 42 0 04 Nov 2021
Shift Happens: Adjusting Classifiers Theodore James Thibault Heiser Mari-Liis Allikivi Meelis Kull OOD 30 4 0 03 Nov 2021
Deep Least Squares Alignment for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 46 3 0 03 Nov 2021
Continual Adaptation of Semantic Segmentation using Complementary 2D-3D Data Representations Jonas Frey Hermann Blum Francesco Milano Roland Siegwart Cesar Cadena 113 13 0 03 Nov 2021
Personalized One-Shot Lipreading for an ALS Patient Bipasha Sen Aditya Agarwal Rudrabha Mukhopadhyay Vinay P. Namboodiri C. V. Jawahar LM&MA 48 3 0 02 Nov 2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 96 7 0 02 Nov 2021
Unsupervised Domain Adaptation with Adapter Rongsheng Zhang Yinhe Zheng Xiaoxi Mao Minlie Huang 51 18 0 01 Nov 2021
On Label Shift in Domain Adaptation via Wasserstein Distance Trung Le Dat Do Tuan Nguyen Huy Nguyen Hung Bui Nhat Ho Dinh Q. Phung 57 4 0 29 Oct 2021
Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang Zhongqi Yue Jianqiang Huang Qianru Sun Hanwang Zhang OOD 90 69 0 28 Oct 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Aadarsh Sahoo Rutav Shah Yikang Shen Kate Saenko Abir Das 69 65 0 28 Oct 2021
Towards Evaluating the Robustness of Neural Networks Learned by Transduction Jiefeng Chen Xi Wu Yang Guo Yingyu Liang S. Jha ELM AAML 89 15 0 27 Oct 2021
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias William Thong Cees G. M. Snoek 78 15 0 27 Oct 2021
Mapping conditional distributions for domain adaptation under generalized target shift Matthieu Kirchmeyer A. Rakotomamonjy Emmanuel de Bézenac Patrick Gallinari OOD 99 24 0 26 Oct 2021
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval Jonathan Munro Michael Wray Diane Larlus G. Csurka Dima Damen 83 6 0 25 Oct 2021
Review-Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation Yoonhyuk Choi Jiho Choi Taewook Ko HyungHo Byun Qiongxiong Ma 53 16 0 25 Oct 2021
Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain Adaptation Qian Wang Fanlin Meng T. Breckon VLM BDL 85 23 0 25 Oct 2021
Alignment Attention by Matching Key and Query Distributions Shujian Zhang Xinjie Fan Huangjie Zheng Korawat Tanwisuth Mingyuan Zhou OOD 122 10 0 25 Oct 2021
Domain Adaptation for Rare Classes Augmented with Synthetic Samples Tuhinanksu Das Robert-Jan Bruintjes A. Lengyel Jan van Gemert S. Rodrigues 36 5 0 23 Oct 2021
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity Bernd Gruner Matthias Körschens Björn Barz Joachim Denzler 105 0 0 22 Oct 2021
GCCN: Global Context Convolutional Network Ali Hamdi Flora D. Salim D. Kim 73 1 0 22 Oct 2021
Signature-Graph Networks Ali Hamdi Flora D. Salim D. Kim Xiaojun Chang 53 1 0 22 Oct 2021
A Fine-Grained Analysis on Distribution Shift Olivia Wiles Sven Gowal Florian Stimberg Sylvestre-Alvise Rebuffi Ira Ktena Krishnamurthy Dvijotham A. Cemgil OOD 326 215 0 21 Oct 2021
Robustness through Data Augmentation Loss Consistency Tianjian Huang Shaunak Halbe Chinnadhurai Sankar P. Amini Satwik Kottur A. Geramifard Meisam Razaviyayn Ahmad Beirami OOD 131 8 0 21 Oct 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Inseop Chung Jayeon Yoo Nojun Kwak 78 4 0 21 Oct 2021
Test time Adaptation through Perturbation Robustness Prabhu Teja Sivaprasad Franccois Fleuret TTA OOD 69 34 0 19 Oct 2021
Learning Representations that Support Robust Transfer of Predictors Yilun Xu Tommi Jaakkola OOD 50 26 0 19 Oct 2021
Dynamic Feature Alignment for Semi-supervised Domain Adaptation Yu Zhang G. Liang Nathan Jacobs 102 10 0 18 Oct 2021
Exploiting Domain-Specific Features to Enhance Domain Generalization Manh-Ha Bui Toan M. Tran Anh Tran D.Q. Phung OOD 103 135 0 18 Oct 2021