Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

50 / 1,054 papers shown

Title
MULE: Multimodal Universal Language Embedding Donghyun Kim Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 32 40 0 08 Sep 2019
Open Compound Domain Adaptation Ziwei Liu Zhongqi Miao Xingang Pan Xiaohang Zhan Dahua Lin Stella X. Yu Boqing Gong 45 131 0 08 Sep 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data Xiangyu Yue Yang Zhang Sicheng Zhao Alberto L. Sangiovanni-Vincentelli Kurt Keutzer Boqing Gong OOD 11 381 0 02 Sep 2019
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Umberto Michieli Matteo Biasetton Gianluca Agresti Pietro Zanuttigh GAN 13 58 0 02 Sep 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 233 790 0 26 Aug 2019
Adversarial Domain Adaptation for Machine Reading Comprehension Huazheng Wang Zhe Gan Xiaodong Liu Jingjing Liu Jianfeng Gao Hongning Wang 25 64 0 24 Aug 2019
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer Haoliang Sun Ronak R. Mehta H. Zhou Z. Huang Sterling C. Johnson V. Prabhakaran Vikas Singh MedIm 31 46 0 21 Aug 2019
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck Shuang Ma Daniel J. McDuff Yale Song 25 23 0 19 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 19 59 0 11 Aug 2019
Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach Zhenyu Wu Karthik Suresh Priya Narayanan Hongyu Xu H. Kwon Zhangyang Wang AAML 26 76 0 11 Aug 2019
Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation Victor Bouvier P. Very C´eline Hudelot C. Chastagnol 19 6 0 29 Jul 2019
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation T. Shen Dong Gong Wei Zhang Chunhua Shen Tao Mei GAN 28 18 0 29 Jul 2019
Charting the Right Manifold: Manifold Mixup for Few-shot Learning Puneet Mangla M. Singh Abhishek Sinha Nupur Kumari V. Balasubramanian Balaji Krishnamurthy SSL 36 327 0 28 Jul 2019
Multi-level Domain Adaptive learning for Cross-Domain Detection Rongchang Xie Fei Yu Jiachao Wang Yizhou Wang Li Zhang ObjD OOD 22 92 0 26 Jul 2019
FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare Yiqiang Chen Jindong Wang Chaohui Yu Wen Gao Xin Qin FedML 34 704 0 22 Jul 2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night Vinicius F. Arruda T. M. Paixão Rodrigo Berriel Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos ViT 15 103 0 19 Jul 2019
Bringing Giant Neural Networks Down to Earth with Unlabeled Data Yehui Tang Shan You Chang Xu Boxin Shi Chao Xu 24 11 0 13 Jul 2019
On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush AAML 45 69 0 09 Jul 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 27 94 0 09 Jul 2019
Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Ziliang Chen Jingyu Zhuang Xiaodan Liang Liang Lin OOD 33 83 0 08 Jul 2019
Learning a Domain-Invariant Embedding for Unsupervised Domain Adaptation Using Class-Conditioned Distribution Alignment Alex Gabourie Mohammad Rostami Phillip E. Pope Soheil Kolouri Kyungnam Kim OOD 19 22 0 04 Jul 2019
Efficient Multi-Domain Network Learning by Covariance Normalization Yunsheng Li Nuno Vasconcelos OOD 22 32 0 24 Jun 2019
Low-resource Deep Entity Resolution with Transfer and Active Learning Jungo Kasai Kun Qian Sairam Gurajada Yunyao Li Lucian Popa 6 136 0 17 Jun 2019
Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation Dongdong Chen Yisen Wang Jinfeng Yi Zaiyi Chen Zhi-Hua Zhou 27 4 0 10 Jun 2019
SAR: Learning Cross-Language API Mappings with Little Knowledge Nghi D. Q. Bui Y. Yu Lingxiao Jiang 28 28 0 10 Jun 2019
What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs Zhongling Huang Zongxu Pan Bin Lei 19 150 0 04 Jun 2019
Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification Guodong Ding Salman Khan Zhenmin Tang Jian Zhang Fatih Porikli 23 26 0 04 Jun 2019
Learning Deep Image Priors for Blind Image Denoising Xianxu Hou Hongming Luo Jingxin Liu Bolei Xu Ke Sun Yuanhao Gong Bozhi Liu Guoping Qiu 33 7 0 04 Jun 2019
DANE: Domain Adaptive Network Embedding Yizhou Zhang Guojie Song Lun Du Shuwen Yang Yilun Jin OOD 27 78 0 03 Jun 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 27 57 0 27 May 2019
ODE Analysis of Stochastic Gradient Methods with Optimism and Anchoring for Minimax Problems Ernest K. Ryu Kun Yuan W. Yin 20 36 0 26 May 2019
Unsupervised Domain Adaptation via Regularized Conditional Alignment Safa Cicek Stefano Soatto OOD 39 118 0 26 May 2019
DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns Feng Yuan Lina Yao B. Benatallah 16 166 0 26 May 2019
Semi-Supervised Learning by Augmented Distribution Alignment Qin Wang Wen Li Luc Van Gool 23 68 0 20 May 2019
PoreNet: CNN-based Pore Descriptor for High-resolution Fingerprint Recognition V. Anand Vivek Kanhangad 11 36 0 16 May 2019
Domain Adaptive Transfer Learning for Fault Diagnosis Qin Wang Gabriel Michau Olga Fink AI4CE 19 112 0 15 May 2019
Approximating the Ideal Observer and Hotelling Observer for binary signal detection tasks by use of supervised learning methods Weimin Zhou Hua Li M. Anastasio 27 65 0 15 May 2019
Virtual Mixup Training for Unsupervised Domain Adaptation Xudong Mao Yun Ma Zhenguo Yang Yangbin Chen Qing Li 38 52 0 10 May 2019
Domain Adversarial Reinforcement Learning for Partial Domain Adaptation Jin Chen Xinxiao Wu Lixin Duan Shenghua Gao OOD 41 43 0 10 May 2019
Joint Segmentation and Path Classification of Curvilinear Structures Agata Mosinska Mateusz Koziñski Pascal Fua 27 28 0 09 May 2019
Domain Agnostic Learning with Disentangled Representations Xingchao Peng Zijun Huang Ximeng Sun Kate Saenko OOD DRL 18 258 0 28 Apr 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection Qi Cai Yingwei Pan Chong-Wah Ngo Xinmei Tian Ling-yu Duan Ting Yao ViT OOD 30 306 0 25 Apr 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation Yingwei Pan Ting Yao Yehao Li Yu Wang Chong-Wah Ngo Tao Mei 38 338 0 25 Apr 2019
Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification K. Drossos P. Magron Tuomas Virtanen 27 37 0 24 Apr 2019
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes Qi. Wang Junyu Gao Xuelong Li 28 192 0 19 Apr 2019
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 77 245 0 18 Apr 2019
Brain Tumor Segmentation on MRI with Missing Modalities Yan Shen Mingchen Gao 19 78 0 15 Apr 2019
Synthetic Examples Improve Generalization for Rare Classes Sara Beery Yang Liu Dan Morris Jim Piavis Ashish Kapoor M. Meister Neel Joshi Pietro Perona 26 95 0 11 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 24 32 0 09 Apr 2019
A Closer Look at Few-shot Classification Wei-Yu Chen Yen-Cheng Liu Z. Kira Y. Wang Jia-Bin Huang 57 1,754 0 08 Apr 2019