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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
InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild Michael Wan S. Zhu L. Luan Prateek Gulati Xiaofei Huang R. Schwartz-Mette Marie J. Hayes Emily B. Zimmerman Sarah Ostadabbas CVBM 47 14 0 17 Oct 2021
Pareto Navigation Gradient Descent: a First-Order Algorithm for Optimization in Pareto Set Mao Ye Qiang Liu 133 11 0 17 Oct 2021
FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation Yan Shen Jianguo Du Hao Zhang Benyu Zhang Zhanghexuan Ji Mingchen Gao FedML 73 13 0 16 Oct 2021
Reappraising Domain Generalization in Neural Networks S. Sivaprasad Akshay Goindani Vaibhav Garg Ritam Basu Saiteja Kosgi Vineet Gandhi OOD AI4CE 94 6 0 15 Oct 2021
Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters Fabian Dubourvieux Angélique Loesch Romaric Audigier Samia Ainouz S. Canu 138 6 0 15 Oct 2021
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Junhao Yan Woonsok Lee OOD 64 1 0 14 Oct 2021
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis J. Wolleb Robin Sandkühler Florentin Bieder M. Barakovic N. Hadjikhani A. Papadopoulou Ozgur Yaldizli J. Kuhle Cristina Granziera Philippe C. Cattin OOD 69 8 0 13 Oct 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Yin Zhao Minquan Wang Longjun Cai OOD 120 10 0 13 Oct 2021
Dynamic Inference with Neural Interpreters Nasim Rahaman Muhammad Waleed Gondal S. Joshi Peter V. Gehler Yoshua Bengio Francesco Locatello Bernhard Schölkopf 105 31 0 12 Oct 2021
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes Alex X. Lee Coline Devin Yuxiang Zhou Thomas Lampe Konstantinos Bousmalis ... Stefano Saliceti Federico Casarini Martin Riedmiller R. Hadsell F. Nori OffRL 105 101 0 12 Oct 2021
Tracking the risk of a deployed model and detecting harmful distribution shifts Aleksandr Podkopaev Aaditya Ramdas 121 27 0 12 Oct 2021
Discovery of Single Independent Latent Variable Uri Shaham Jonathan Svirsky Ori Katz Ronen Talmon CML 52 2 0 12 Oct 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini A. Bimbo 93 8 0 12 Oct 2021
Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization Luo Luo Yujun Li Cheng Chen 74 14 0 10 Oct 2021
Towards High-fidelity Singing Voice Conversion with Acoustic Reference and Contrastive Predictive Coding Chao Wang Zhonghao Li Benlai Tang Xiang Yin Yuan Wan Yibiao Yu Zejun Ma 71 18 0 10 Oct 2021
Towards Data-Free Domain Generalization A. Frikha Haokun Chen Denis Krompass Thomas Runkler Volker Tresp OOD 157 14 0 09 Oct 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach Qitian Wu Chenxiao Yang Junchi Yan 64 33 0 09 Oct 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 154 248 0 08 Oct 2021
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Kwanyong Park Sanghyun Woo Inkyu Shin In So Kweon OOD 78 36 0 08 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 247 224 0 07 Oct 2021
Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates Xiaochuang Han Yulia Tsvetkov TDI 102 31 0 07 Oct 2021
Conceptual Expansion Neural Architecture Search (CENAS) M. Singamsetti Anmol Mahajan Matthew J. Guzdial 3DPC 74 1 0 07 Oct 2021
SPEED+: Next-Generation Dataset for Spacecraft Pose Estimation across Domain Gap T. Park Marcus Märtens Gurvan Lécuyer Dario Izzo Simone DÁmico 132 86 0 06 Oct 2021
Dynamically Decoding Source Domain Knowledge for Domain Generalization Cuicui Kang Karthik Nandakumar OOD ViT 124 1 0 06 Oct 2021
An Investigation of the Effectiveness of Phase for Audio Classification Shunsuke Hidaka Kohei Wakamiya T. Kaburagi 28 4 0 06 Oct 2021
Generalizing Neural Networks by Reflecting Deviating Data in Production Yan Xiao Yun Lin Ivan Beschastnikh Changsheng Sun David S. Rosenblum Jin Song Dong OOD 23 0 0 06 Oct 2021
Knothe-Rosenblatt transport for Unsupervised Domain Adaptation Aladin Virmaux Illyyne Saffar Jianfeng Zhang Balázs Kégl OOD 37 0 0 06 Oct 2021
Test-time Batch Statistics Calibration for Covariate Shift Fuming You Jingjing Li Zhou Zhao OOD 68 56 0 06 Oct 2021
CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Peng Liu Charlie Tran Bin Kong R. Fang 73 18 0 05 Oct 2021
ACDC: Online Unsupervised Cross-Domain Adaptation Marcus Vinícius de Carvalho Mahardhika Pratama Jie Zhang E. Yapp 131 9 0 04 Oct 2021
Annotation Cost Reduction of Stream-based Active Learning by Automated Weak Labeling using a Robot Arm Kanata Suzuki Taro Sunagawa Tomotake Sasaki Takashi Katoh 71 3 0 03 Oct 2021
Using Out-of-the-Box Frameworks for Contrastive Unpaired Image Translation for Vestibular Schwannoma and Cochlea Segmentation: An approach for the crossMoDA Challenge Jae Won Choi 53 10 0 02 Oct 2021
Domain-Specific Bias Filtering for Single Labeled Domain Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Leilei Gan Lanfen Lin 127 25 0 02 Oct 2021
Sim and Real: Better Together Shirli Di-Castro Shashua Dotan DiCastro Shie Mannor 125 11 0 01 Oct 2021
Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device Zhouyuan Huo Dong-Gyo Hwang K. Sim Shefali Garg Ananya Misra Nikhil Siddhartha Trevor Strohman Franccoise Beaufays 146 7 0 01 Oct 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 145 65 0 30 Sep 2021
Fake It Till You Make It: Face analysis in the wild using synthetic data alone Erroll Wood Tadas Baltruvsaitis Charlie Hewitt Sebastian Dziadzio Matthew W. Johnson V. Estellers T. Cashman Jamie Shotton CVBM 75 266 0 30 Sep 2021
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Garrett Wilson J. Doppa D. Cook 80 34 0 30 Sep 2021
Kernel distance measures for time series, random fields and other structured data Srinjoy Das H. Mhaskar A. Cloninger 38 3 0 29 Sep 2021
Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection Deepti Hegde Vishwanath A. Sindagi Velat Kilic Avi Cooper Mark A. Foster Vishal M. Patel 3DPC 187 23 0 29 Sep 2021
Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis Arun K. Sharma N. Verma 117 2 0 28 Sep 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 57 10 0 27 Sep 2021
Training on Test Data with Bayesian Adaptation for Covariate Shift Aurick Zhou Sergey Levine OOD TTA 112 13 0 27 Sep 2021
Optimization-based Causal Estimation from Heterogenous Environments Mingzhang Yin Yixin Wang David M. Blei OOD 128 18 0 24 Sep 2021
Bayesian Active Learning for Sim-to-Real Robotic Perception Jianxiang Feng Jongseok Lee M. Durner Rudolph Triebel 106 13 0 23 Sep 2021
On the Importance of Distractors for Few-Shot Classification Rajshekhar Das Yu-Xiong Wang José M. F. Moura 81 29 0 20 Sep 2021
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification P. Bevan Amir Atapour-Abarghouei MU 143 18 0 20 Sep 2021
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition Xinke Shen Xianggen Liu Xin Hu Dan Zhang Sen Song 71 155 0 20 Sep 2021
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Ran Gu Jingyang Zhang Rui Huang Wenhui Lei Guotai Wang Shaoting Zhang OOD 82 29 0 18 Sep 2021
Self-Adaptive Partial Domain Adaptation Jian Hu H. Tuo Shizhao Zhang Chao Wang Haowen Zhong Zhikang Zou Z. Jing H. Leung Ruping Zou TPM 61 2 0 18 Sep 2021