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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
RoutingGAN: Routing Age Progression and Regression with Disentangled Learning Zhizhong Huang Junping Zhang Hongming Shan GAN 31 3 0 01 Feb 2021
Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection Weijie Chen Yilu Guo Shicai Yang Z. Li Zhenxin Ma Binbin Chen Long Zhao Di Xie Shiliang Pu Yueting Zhuang 75 4 0 01 Feb 2021
CODE-AE: A Coherent De-confounding Autoencoder for Predicting Patient-Specific Drug Response From Cell Line Transcriptomics Di He Lei Xie 19 5 0 31 Jan 2021
Mixup Regularized Adversarial Networks for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 52 12 0 31 Jan 2021
Adversarially learning disentangled speech representations for robust multi-factor voice conversion Jie Wang Jingbei Li Xintao Zhao Zhiyong Wu Shiyin Kang Helen Meng DRL 112 29 0 30 Jan 2021
Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency Samarth Mishra Kate Saenko Venkatesh Saligrama 69 29 0 29 Jan 2021
Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification Hao Feng Minghao Chen Jinming Hu Dong Shen Haifeng Liu Deng Cai 87 67 0 29 Jan 2021
Domain Adaptation by Topology Regularization Deborah Weeks Samuel Rivera OOD 21 1 0 28 Jan 2021
Combat Data Shift in Few-shot Learning with Knowledge Graph Yongchun Zhu Fuzhen Zhuang Xiangliang Zhang Zhiyuan Qi Zhiping Shi Juan Cao Qing He OOD 66 4 0 27 Jan 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 121 27 0 26 Jan 2021
cGANs for Cartoon to Real-life Images P. Rajput Kanya Satis Sonnya Dellarosa Wenxuan Huang Obinna Agba GAN 55 2 0 24 Jan 2021
Source-free Domain Adaptation via Distributional Alignment by Matching Batch Normalization Statistics Masato Ishii Masashi Sugiyama OOD 58 41 0 19 Jan 2021
Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains Le Thanh Nguyen-Meidine Atif Belal M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 83 27 0 18 Jan 2021
Model Compression for Domain Adaptation through Causal Effect Estimation Guy Rotman Amir Feder Roi Reichart CML 90 7 0 18 Jan 2021
Stable deep reinforcement learning method by predicting uncertainty in rewards as a subtask Kanata Suzuki T. Ogata 78 2 0 18 Jan 2021
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Xiao Han Lei Qi Qian Yu Ziqi Zhou Yefeng Zheng Yinghuan Shi Yang Gao OOD MedIm 110 79 0 18 Jan 2021
Harmonization and the Worst Scanner Syndrome Daniel Moyer Polina Golland 37 6 0 15 Jan 2021
Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Gaurav Kumar Nayak Konda Reddy Mopuri Saksham Jain Anirban Chakraborty 68 14 0 15 Jan 2021
Motion-Based Handwriting Recognition and Word Reconstruction Junshen Kevin Chen Wanze Xie Yutong He 114 1 0 15 Jan 2021
Adversarial Sample Enhanced Domain Adaptation: A Case Study on Predictive Modeling with Electronic Health Records Yiqin Yu Pin-Yu Chen Yuan Zhou Jing Mei OOD 30 1 0 13 Jan 2021
Learning to Ignore: Fair and Task Independent Representations Linda Helen Boedi H. Grabner FaML OOD 26 1 0 11 Jan 2021
Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation Lingkun Luo Liming Chen Shiqiang Hu OOD 59 6 0 09 Jan 2021
Unsupervised Domain Adaptation of Black-Box Source Models Haojian Zhang Yabin Zhang Kui Jia Lei Zhang 206 54 0 08 Jan 2021
Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation Sandipan Choudhuri Riti Paul Arunabha Sen Baoxin Li Hemanth Venkateswara 114 6 0 06 Jan 2021
To do or not to do: cost-sensitive causal decision-making Diego Olaya Wouter Verbeke Jente Van Belle M. Guerry CML 63 4 0 05 Jan 2021
Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation Qijun Luo Zhili Liu Lanqing Hong Chongxuan Li Kuo Yang Liyuan Wang Fengwei Zhou Guilin Li Zhenguo Li Jun Zhu GAN 124 2 0 05 Jan 2021
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection Keren Ye Adriana Kovashka Mark Sandler Menglong Zhu Andrew G. Howard Marco Fornoni AAML MQ 69 7 0 04 Jan 2021
Smartphone Sensor-based Human Activity Recognition Robust to Different Sampling Rates Tatsuhito Hasegawa 42 20 0 04 Jan 2021
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback Ohlsson Patrik 55 8 0 03 Jan 2021
Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu Bo Hu Xiongchang Liu Jun Lu J. You Lingsheng Kong 133 29 0 01 Jan 2021
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study Matthew Ng F. Guo L. Biswas S. Petersen Stefan K. Piechnik S. Neubauer G. Wright UQCV 75 34 0 31 Dec 2020
How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? Zhong Li Zhen Fang Feng Liu Jie Lu Bo Yuan Guangquan Zhang 76 55 0 30 Dec 2020
Learning by Ignoring, with Application to Domain Adaptation Xingchen Zhao Xuehai He P. Xie 60 1 0 28 Dec 2020
Deep Visual Domain Adaptation G. Csurka OOD 201 185 0 28 Dec 2020
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Mengzhu Wang Xiang Zhang L. Lan Wei Wang Huibin Tan Zhigang Luo AI4CE 70 1 0 28 Dec 2020
Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation Jun Ma 53 28 0 27 Dec 2020
Person Re-Identification using Deep Learning Networks: A Systematic Review Ankit Yadav Dinesh Kumar Vishwakarma 51 13 0 24 Dec 2020
General Domain Adaptation Through Proportional Progressive Pseudo Labeling Mohammad J. Hashemi Eric Keller VLM 21 1 0 23 Dec 2020
Flexible deep transfer learning by separate feature embeddings and manifold alignment Samuel Rivera J. Klipfel Deborah Weeks OOD 21 1 0 22 Dec 2020
Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition Yubei Xiao Ke Gong Pan Zhou Guolin Zheng Xiaodan Liang Liang Lin 72 35 0 22 Dec 2020
Subject-independent Human Pose Image Construction with Commodity Wi-Fi Shuang Zhou Lingchao Guo Zhaoming Lu X. Wen Wei Zheng Yiming Wang 3DH 16 10 0 22 Dec 2020
Learning Disentangled Semantic Representation for Domain Adaptation Ruichu Cai Zijian Li Pengfei Wei Jie Qiao Kun Zhang Zijian Li OOD DRL 93 132 0 22 Dec 2020
Cross-Domain Latent Modulation for Variational Transfer Learning Jinyong Hou Jeremiah D. Deng Stephen Cranefield Xuejie Ding DRL 57 1 0 21 Dec 2020
Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Mengshi Qi Edoardo Remelli Mathieu Salzmann Pascal Fua TTA 3DH 36 5 0 21 Dec 2020
Unsupervised Cross-Lingual Speech Emotion Recognition Using DomainAdversarial Neural Network Xiong Cai Zhiyong Wu Kuo Zhong Bin Su Dongyang Dai Helen Meng 45 15 0 21 Dec 2020
Domain-adaptive Fall Detection Using Deep Adversarial Training Kai-Chun Liu Michael Chan Heng-Cheng Kuo Chia-Yeh Hsieh Hsiang-Yun Huang Chia-Tai Chan Yu Tsao 73 9 0 20 Dec 2020
Fundamental Limits and Tradeoffs in Invariant Representation Learning Han Zhao Chen Dan Bryon Aragam Tommi Jaakkola Geoffrey J. Gordon Pradeep Ravikumar FaML 96 45 0 19 Dec 2020
Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation A. Dubey M. T. Young Christopher Stanley D. Lunga Jacob D. Hinkle OOD 67 5 0 19 Dec 2020
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Haoyue Bai Rui Sun Lanqing Hong Fengwei Zhou Nanyang Ye Han-Jia Ye Shueng-Han Gary Chan Zhenguo Li OOD OODD CML 96 79 0 17 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 122 0 0 16 Dec 2020