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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
Self-Supervised Learning Across Domains S. Bucci A. DÍnnocente Yujun Liao Fabio Maria Carlucci Barbara Caputo Tatiana Tommasi SSL 81 77 0 24 Jul 2020
On the Effectiveness of Image Rotation for Open Set Domain Adaptation S. Bucci Mohammad Reza Loghmani Tatiana Tommasi 123 152 0 24 Jul 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 148 101 0 23 Jul 2020
Augmentation adversarial training for self-supervised speaker recognition Jaesung Huh Hee-Soo Heo Jingu Kang Shinji Watanabe Joon Son Chung SSL 126 76 0 23 Jul 2020
Accounting for Unobserved Confounding in Domain Generalization Alexis Bellot M. Schaar CML OOD 93 23 0 21 Jul 2020
Domain Generalization via Optimal Transport with Metric Similarity Learning Fan Zhou Zhuqing Jiang Changjian Shui Boyu Wang B. Chaib-draa OOD 107 56 0 21 Jul 2020
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data Yishay Mansour M. Mohri Jae Hun Ro A. Suresh Ke Wu 106 28 0 19 Jul 2020
Hypersolvers: Toward Fast Continuous-Depth Models Michael Poli Stefano Massaroli Atsushi Yamashita Hajime Asama Jinkyoo Park BDL AI4CE 72 47 0 19 Jul 2020
Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization Shujun Wang Lequan Yu Caizi Li Chi-Wing Fu Pheng-Ann Heng OOD 87 195 0 18 Jul 2020
DWMD: Dimensional Weighted Orderwise Moment Discrepancy for Domain-specific Hidden Representation Matching Rongzhe Wei Fa Zhang Bo Dong Q. Zheng 21 0 0 18 Jul 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Hang Wang Minghao Xu Bingbing Ni Wenjun Zhang 95 112 0 17 Jul 2020
Learning to Match Distributions for Domain Adaptation Chaohui Yu Jindong Wang Chang-Shu Liu Tao Qin Renjun Xu Wenjie Feng Yiqiang Chen Tie-Yan Liu OOD 51 7 0 17 Jul 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation Ximei Wang Mingsheng Long Jianmin Wang Michael I. Jordan 73 54 0 16 Jul 2020
Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Yabin Zhang Bin Deng Kui Jia Lei Zhang 74 69 0 15 Jul 2020
MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry C. Schockaert Henri Hoyez AI4TS 15 6 0 15 Jul 2020
Supervised learning from noisy observations: Combining machine-learning techniques with data assimilation Georg Gottwald Sebastian Reich AI4CE 58 63 0 14 Jul 2020
UDBNET: Unsupervised Document Binarization Network via Adversarial Game Amandeep Kumar S. Ghose Pinaki Nath Chowdhury P. Roy Umapada Pal 100 12 0 14 Jul 2020
Automated Synthetic-to-Real Generalization Wuyang Chen Zhiding Yu Zhangyang Wang Anima Anandkumar 81 68 0 14 Jul 2020
FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing Wei Shao Sichen Zhao Zhen Zhang Shiyu Wang Mohammad Saiedur Rahaman A. Song Flora D. Salim 20 18 0 13 Jul 2020
Pose-aware Adversarial Domain Adaptation for Personalized Facial Expression Recognition Guang Liang Shangfei Wang Can Wang CVBM 79 6 0 12 Jul 2020
Untapped Potential of Data Augmentation: A Domain Generalization Viewpoint Vihari Piratla Shiv Shankar ViT 78 0 0 09 Jul 2020
Self-Supervised Policy Adaptation during Deployment Nicklas Hansen Rishabh Jangir Yu Sun Guillem Alenyà Pieter Abbeel Alexei A. Efros Lerrel Pinto Xiaolong Wang 94 163 0 08 Jul 2020
Scribble-based Domain Adaptation via Co-segmentation Reuben Dorent Samuel Joutard J. Shapey Sotirios Bisdas N. Kitchen R. Bradford S. Saeed Marc Modat Sebastien Ourselin Tom Vercauteren OOD 81 47 0 07 Jul 2020
Learning to Generate Novel Domains for Domain Generalization Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 155 456 0 07 Jul 2020
Dual Mixup Regularized Learning for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 59 168 0 07 Jul 2020
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka OOD 68 64 0 06 Jul 2020
Learning a Domain Classifier Bank for Unsupervised Adaptive Object Detection Sanli Tang Zhanzhan Cheng Shiliang Pu Dashan Guo Yi Niu Leilei Gan 27 2 0 06 Jul 2020
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang 164 125 0 05 Jul 2020
On the application of transfer learning in prognostics and health management R. Moradi K. Groth 18 9 0 03 Jul 2020
Continuously Indexed Domain Adaptation Hao Wang Hao He Dina Katabi MedIm 71 117 0 03 Jul 2020
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN Zhenwei He Lei Zhang ObjD 74 136 0 03 Jul 2020
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 114 1,158 0 02 Jul 2020
Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control Jinqiu Guo 23 1 0 02 Jul 2020
Rethink Maximum Mean Discrepancy for Domain Adaptation Wei Wang Haojie Li Zhengming Ding Zhihui Wang 41 24 0 01 Jul 2020
Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation Tasfia Shermin Guojun Lu S. Teng Manzur Murshed Ferdous Sohel 27 0 0 01 Jul 2020
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions Mohammad Rostami Aram Galstyan CLL OffRL 70 27 0 01 Jul 2020
Unsupervised Calibration under Covariate Shift Anusri Pampari Stefano Ermon 129 18 0 29 Jun 2020
Adversarial Multi-Source Transfer Learning in Healthcare: Application to Glucose Prediction for Diabetic People Maxime De Bois M. El-Yacoubi M. Ammi OOD MedIm 48 36 0 29 Jun 2020
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Yingda Xia Ke Wang Zhiding Yu Fengze Liu Jinzheng Cai Lequan Yu Zhuotun Zhu Daguang Xu Alan Yuille H. Roth OOD 74 214 0 28 Jun 2020
Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation Wenhui Yu Xiao Lin Junfeng Ge Wenwu Ou Zheng Qin 54 41 0 28 Jun 2020
A causal view of compositional zero-shot recognition Yuval Atzmon Felix Kreuk Uri Shalit Gal Chechik OCL BDL CML 111 125 0 25 Jun 2020
Newton-type Methods for Minimax Optimization Guojun Zhang Kaiwen Wu Pascal Poupart Yaoliang Yu 88 24 0 25 Jun 2020
Between-Domain Instance Transition Via the Process of Gibbs Sampling in RBM Hossein Shahabadi Farahani A. Fatehi M. A. Shoorehdeli 28 6 0 25 Jun 2020
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction Mélanie Bernhardt V. Vishnevskiy R. Rau O. Goksel OOD 54 23 0 25 Jun 2020
Target Consistency for Domain Adaptation: when Robustness meets Transferability Yassine Ouali Victor Bouvier Myriam Tami C´eline Hudelot OOD 55 3 0 25 Jun 2020
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes Marina Sedinkina Nikolas Breitkopf Hinrich Schütze 33 15 0 25 Jun 2020
Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers Benjamin Eysenbach Swapnil Asawa Shreyas Chaudhari Sergey Levine Ruslan Salakhutdinov 106 94 0 24 Jun 2020
Rethinking Distributional Matching Based Domain Adaptation Yue Liu Yezhen Wang Tong Che Shanghang Zhang Sicheng Zhao Pengfei Xu Wei Zhou Yoshua Bengio Kurt Keutzer OOD 91 60 0 23 Jun 2020
Rescaling Egocentric Vision Dima Damen Hazel Doughty G. Farinella Antonino Furnari Evangelos Kazakos ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 135 468 0 23 Jun 2020
Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation Li Zhong Zhen Fang Feng Liu Bo Yuan Guangquan Zhang Jie Lu AAML 78 78 0 23 Jun 2020