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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
Photo-realistic Neural Domain Randomization Sergey Zakharov Rares Andrei Ambrus Vitor Campagnolo Guizilini Wadim Kehl Adrien Gaidon 115 10 0 23 Oct 2022
Unsupervised Non-transferable Text Classification Guangtao Zeng Wei Lu 96 6 0 23 Oct 2022
Deep Learning in Single-Cell Analysis Dylan Molho Jiayuan Ding Zhaoheng Li Haifang Wen Wenzhuo Tang ... P. Danaher Robert Yang Y. Lei Yuying Xie Jiliang Tang 108 23 0 22 Oct 2022
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Giulio Mattolin Luca Zanella Elisa Ricci Yiming Wang ObjD 95 42 0 20 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 110 9 0 20 Oct 2022
"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts Haoran Zhang Harvineet Singh Marzyeh Ghassemi Shalmali Joshi 77 23 0 19 Oct 2022
Deep-based quality assessment of medical images through domain adaptation Marouane Tliba Aymen Sekhri M. A. Kerkouri A. Chetouani MedIm 44 5 0 19 Oct 2022
Adversarial De-confounding in Individualised Treatment Effects Estimation Vinod Kumar Chauhan Soheila Molaei Marzia Hoque Tania Anshul Thakur T. Zhu David Clifton CML 46 14 0 19 Oct 2022
Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning M. Shahin Beena Ahmed J. Epps 33 0 0 19 Oct 2022
Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis Yanan Xin Natasa Tagasovska Fernando Perez-Cruz Martin Raubal 66 10 0 18 Oct 2022
Enabling Heterogeneous Domain Adaptation in Multi-inhabitants Smart Home Activity Learning Md. Mahmudur Rahman Mahta Mousavi P. Tarr Mohammad Arif Ul Alam 35 3 0 18 Oct 2022
Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning Md. Mahmudur Rahman Yikang Shen Mohammad Arif Ul Alam 37 5 0 18 Oct 2022
DE-CROP: Data-efficient Certified Robustness for Pretrained Classifiers Gaurav Kumar Nayak Ruchit Rawal Anirban Chakraborty 124 3 0 17 Oct 2022
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and A New Benchmark Zhizhong Huang Junping Zhang Hongming Shan CVBM 44 31 0 17 Oct 2022
Survey of Deep Learning for Autonomous Surface Vehicles in the Marine Environment Yuanyuan Qiao Jiaxin Yin Wei Wang Fábio Duarte Jie Yang C. Ratti 124 81 0 16 Oct 2022
DI-NIDS: Domain Invariant Network Intrusion Detection System S. Layeghy Mahsa Baktash Marius Portmann OOD AAML 50 28 0 15 Oct 2022
Attention Regularized Laplace Graph for Domain Adaptation Lingkun Luo Limin Chen Shiqiang Hu AI4CE 86 7 0 15 Oct 2022
Improving generalizability of distilled self-supervised speech processing models under distorted settings Kuan-Po Huang Yu-Kuan Fu Tsung-Yuan Hsu Fabian Ritter-Gutierrez Fan Wang Liang-Hsuan Tseng Yu Zhang Hung-yi Lee 80 14 0 14 Oct 2022
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion Srikrishna Jaganathan Maximilian Kukla Jian Wang Karthik Shetty Andreas Maier 3DPC 80 12 0 14 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization Chaoqi Chen Luyao Tang Feng Liu Gangming Zhao Yue Huang Yizhou Yu 105 33 0 14 Oct 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 86 2 0 14 Oct 2022
Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors Qixun Wang Yifei Wang Hong Zhu Yisen Wang OOD 54 20 0 13 Oct 2022
C-Mixup: Improving Generalization in Regression Huaxiu Yao Yiping Wang Linjun Zhang James Zou Chelsea Finn UQCV OOD 93 62 0 11 Oct 2022
Visual Prompt Tuning for Test-time Domain Adaptation Yunhe Gao Xingjian Shi Yi Zhu Hongya Wang Zhiqiang Tang Xiong Zhou Mu Li Dimitris N. Metaxas VPVLM VLM 179 89 0 10 Oct 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data Qian Yu Dongnan Liu Chaoyi Zhang Xinwen Zhang Weidong (Tom) Cai OOD 81 4 0 10 Oct 2022
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network L. Gan Connor T. Lee Soon-Jo Chung 79 16 0 09 Oct 2022
Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap Mathias Lechner Ramin Hasani Alexander Amini Tsun-Hsuan Wang T. Henzinger Daniela Rus CML OOD 92 7 0 09 Oct 2022
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Ziyi Chang George Alex Koulieris Hubert P. H. Shum 55 3 0 09 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 104 114 0 09 Oct 2022
Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation Ioana Bica M. Schaar OOD CML 72 22 0 08 Oct 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong Zhixiang Chi Li Gu Yang Wang Yuanhao Yu Jingshan Tang OOD 145 34 0 08 Oct 2022
Empowering Graph Representation Learning with Test-Time Graph Transformation Wei Jin Tong Zhao Jiayu Ding Yozen Liu Jiliang Tang Neil Shah OOD 144 64 0 07 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Xu Guo Boyang Albert Li Han Yu VLM 121 24 0 06 Oct 2022
Time Will Change Things: An Empirical Study on Dynamic Language Understanding in Social Media Classification Yuji Zhang Jing Li 83 5 0 06 Oct 2022
Domain Generalization via Contrastive Causal Learning Qiaowei Miao Junkun Yuan Kun Kuang BDL OOD 82 12 0 06 Oct 2022
Mesh-Tension Driven Expression-Based Wrinkles for Synthetic Faces Chirag Raman Charlie Hewitt Erroll Wood T. Baltrušaitis CVBM 107 5 0 05 Oct 2022
Robust Target Training for Multi-Source Domain Adaptation Zhongying Deng Da Li Yi-Zhe Song Tao Xiang OOD 65 3 0 04 Oct 2022
TripleE: Easy Domain Generalization via Episodic Replay Xuelong Li Hongyu Ren Huifeng Yao Ziwei Liu 31 0 0 04 Oct 2022
Learning an Invertible Output Mapping Can Mitigate Simplicity Bias in Neural Networks Sravanti Addepalli Anshul Nasery R. Venkatesh Babu Praneeth Netrapalli Prateek Jain AAML 88 3 0 04 Oct 2022
A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods Tiago Salvador Kilian Fatras Ioannis Mitliagkas Adam M. Oberman 26 0 0 03 Oct 2022
On The Effects Of Data Normalisation For Domain Adaptation On EEG Data Andrea Apicella Francesco Isgrò A. Pollastro R. Prevete OOD 58 43 0 03 Oct 2022
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond Di Wu Jie Yang Mohamad Sawan OOD MedIm 79 21 0 03 Oct 2022
Deep Spatial Domain Generalization Dazhou Yu Guangji Bai Yun Li Liang Zhao OOD 81 6 0 03 Oct 2022
Information-Theoretic Analysis of Unsupervised Domain Adaptation Ziqiao Wang Yongyi Mao 125 12 0 03 Oct 2022
Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration Swapnil Dey Vipul Arora S. Tripathi OOD 82 1 0 02 Oct 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Haoran Chen Xintong Han Zuxuan Wu Yu-Gang Jiang 165 28 0 30 Sep 2022
Increasing Model Generalizability for Unsupervised Domain Adaptation Mohammad Rostami 71 4 0 29 Sep 2022
Regularizing Neural Network Training via Identity-wise Discriminative Feature Suppression Avraham Chapman Lingqiao Liu 39 1 0 29 Sep 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 154 2 0 28 Sep 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 98 4 0 26 Sep 2022