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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
Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests Victor Veitch Alexander DÁmour Steve Yadlowsky Jacob Eisenstein OOD 82 93 0 31 May 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition Xin Zhang Guangwei Xu Yueheng Sun Meishan Zhang Pengjun Xie 84 22 0 31 May 2021
On the benefits of representation regularization in invariance based domain generalization Changjian Shui Boyu Wang Christian Gagné OOD 60 25 0 30 May 2021
Transformer-Based Source-Free Domain Adaptation Guanglei Yang Hao Tang Zhun Zhong M. Ding Ling Shao N. Sebe Elisa Ricci ViT 82 42 0 28 May 2021
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations Dmitrii Shubin Danny Eytan Sebastian D. Goodfellow 48 1 0 28 May 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 119 183 0 27 May 2021
Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint Guanyu Cai Lianghua He 39 0 0 27 May 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 149 275 0 24 May 2021
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data Shuangjun Liu Naveen Sehgal Sarah Ostadabbas 3DH 28 11 0 23 May 2021
DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation Jinshuo Zhang Zhicheng Wang Songyan Zhang Gang Wei VOS 24 0 0 21 May 2021
Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight Ming Sun Haoxuan Dou Junjie Yan 28 2 0 19 May 2021
Correlated Adversarial Joint Discrepancy Adaptation Network Youshan Zhang Brian D. Davison TTA OOD 96 2 0 18 May 2021
Unsupervised Compound Domain Adaptation for Face Anti-Spoofing Ankush Panwar Pratyush Singh Suman Saha D. Paudel Luc Van Gool CVBM 52 10 0 18 May 2021
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition Wenxin Hou Hanlin Zhu Yidong Wang Jindong Wang Tao Qin Renjun Xu T. Shinozaki 62 65 0 18 May 2021
Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation Kelei He Wen Ji Tao Zhou Zhuoyuan Li Jing Huo Xin Zhang Yang Gao Dinggang Shen Bing-Bin Zhang Junfeng Zhang OOD 51 6 0 17 May 2021
Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning Weiming Zhuang Xin Gan Yonggang Wen Xuesen Zhang Shuai Zhang Shuai Yi FedML CVBM 92 14 0 17 May 2021
Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-loss E. Ferrari D. Bacciu FaML AI4CE 68 6 0 13 May 2021
Knowledge Transfer across Imaging Modalities Via Simultaneous Learning of Adaptive Autoencoders for High-Fidelity Mobile Robot Vision M. Rahman Tauhidur Rahman Donghyun Kim Mohammad Arif Ul Alam 36 2 0 11 May 2021
Differentially Private Transferrable Deep Learning with Membership-Mappings Mohit Kumar 58 9 0 10 May 2021
Aggregating From Multiple Target-Shifted Sources Changjian Shui Zijian Li Jiaqi Li Christian Gagné Charles Ling Boyu Wang 87 31 0 09 May 2021
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge Yong Dai Jian-Dong Liu Jian Zhang H. Fu Zenglin Xu 66 12 0 09 May 2021
Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 111 15 0 05 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 92 231 0 30 Apr 2021
Applying physics-based loss functions to neural networks for improved generalizability in mechanics problems Samuel J. Raymond David B. Camarillo PINN AI4CE 103 12 0 30 Apr 2021
Sign Segmentation with Changepoint-Modulated Pseudo-Labelling Katrin Renz N. Stache Neil Fox Gül Varol Samuel Albanie 82 18 0 28 Apr 2021
Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks Mohammad Mahfujur Rahman Clinton Fookes Sridha Sridharan GAN 64 2 0 28 Apr 2021
Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG Chen-Chen Fan Haiqun Xie Liang Peng Hongjun Yang Zhen-Liang Ni ... Yan-Jie Zhou Sheng Chen Zhijie Fang Shuyun Huang Z. Hou OOD 15 3 0 28 Apr 2021
Graphical Modeling for Multi-Source Domain Adaptation Minghao Xu Hang Wang Bingbing Ni 66 19 0 27 Apr 2021
If your data distribution shifts, use self-learning E. Rusak Steffen Schneider George Pachitariu L. Eck Peter V. Gehler Oliver Bringmann Wieland Brendel Matthias Bethge VLM OOD TTA 174 33 0 27 Apr 2021
Cycle and Semantic Consistent Adversarial Domain Adaptation for Reducing Simulation-to-Real Domain Shift in LiDAR Bird's Eye View Alejandro Barrera Jorge Beltrán Carlos Guindel J. Iglesias F. García 3DPC 83 11 0 22 Apr 2021
Towards Corruption-Agnostic Robust Domain Adaptation Yifan Xu Kekai Sheng Weiming Dong Baoyuan Wu Changsheng Xu Bao-Gang Hu 86 8 0 21 Apr 2021
Visualizing Adapted Knowledge in Domain Transfer Yunzhong Hou Liang Zheng 188 54 0 20 Apr 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 137 273 0 20 Apr 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yemin Shi Yizhou Yu 134 120 0 19 Apr 2021
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation Kai Li Chang Liu Handong Zhao Yulun Zhang Y. Fu 75 59 0 19 Apr 2021
Metadata Normalization Mandy Lu Qingyu Zhao Jiequan Zhang K. Pohl L. Fei-Fei Juan Carlos Niebles Ehsan Adeli 70 20 0 19 Apr 2021
The challenges of temporal alignment on Twitter during crises Aniket Pramanick Tilman Beck Kevin Stowe Iryna Gurevych 23 4 0 17 Apr 2021
Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification Jianhua Yuan Yanyan Zhao Bing Qin Ting Liu 73 17 0 17 Apr 2021
Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos Yanghao Li Tushar Nagarajan Bo Xiong Kristen Grauman EgoV 117 94 0 16 Apr 2021
Deep Stable Learning for Out-Of-Distribution Generalization Xingxuan Zhang Peng Cui Renzhe Xu Linjun Zhou Yue He Zheyan Shen OOD 87 259 0 16 Apr 2021
Auto-Tuned Sim-to-Real Transfer Yuqing Du Olivia Watkins Trevor Darrell Pieter Abbeel Deepak Pathak 86 73 0 15 Apr 2021
Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Wenxin Hou Jindong Wang Xu Tan Tao Qin T. Shinozaki 71 17 0 15 Apr 2021
Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 94 73 0 15 Apr 2021
Action Segmentation with Mixed Temporal Domain Adaptation Min-Hung Chen Baopu Li Yingze Bao Ghassan AlRegib 120 30 0 15 Apr 2021
PURE: Passive mUlti-peRson idEntification via Deep Footstep Separation and Recognition Chao Cai Ruinan Jin Peng Wang Liyuan Ye Hongbo Jiang Jun Luo 32 1 0 15 Apr 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling Constantinos F. Karouzos Georgios Paraskevopoulos Alexandros Potamianos 70 57 0 14 Apr 2021
Self-supervised Learning of 3D Object Understanding by Data Association and Landmark Estimation for Image Sequence Hyeonwoo Yu Jean Oh 3DPC 46 0 0 14 Apr 2021
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Di Wu Yiren Chen Liang Ding Dacheng Tao 83 10 0 13 Apr 2021
Boltzmann Tuning of Generative Models Victor Berger Michele Sebag 49 0 0 12 Apr 2021
On Universal Black-Box Domain Adaptation Bin Deng Yabin Zhang Hui Tang Changxing Ding Kui Jia 30 9 0 10 Apr 2021