Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

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Title
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
What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs Zhongling Huang Zongxu Pan Bin Lei 19 151 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
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease N. Khan Marcia Hon Nabila Abraham 14 128 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
Unsupervised Domain Adaptation via Regularized Conditional Alignment Safa Cicek Stefano Soatto OOD 42 118 0 26 May 2019
Learning Smooth Representation for Unsupervised Domain Adaptation Guanyu Cai Lianghua He Mengchu Zhou H. Alhumade D. Hu 27 16 0 26 May 2019
Semi-Supervised Learning by Augmented Distribution Alignment Qin Wang Wen Li Luc Van Gool 26 68 0 20 May 2019
Domain Adaptive Transfer Learning for Fault Diagnosis Qin Wang Gabriel Michau Olga Fink AI4CE 22 112 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
Domain Agnostic Learning with Disentangled Representations Xingchao Peng Zijun Huang Ximeng Sun Kate Saenko OOD DRL 18 258 0 28 Apr 2019
Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks Kyongsik Yun Kevin Yu Joseph Osborne S. Eldin Luan Nguyen Alexander Huyen Thomas Lu GAN 19 19 0 25 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
A Deeper Look at Facial Expression Dataset Bias Shan Li Weihong Deng 27 103 0 25 Apr 2019
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes Qi. Wang Junyu Gao Xuelong Li 31 192 0 19 Apr 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization Junbao Zhuo Shuhui Wang Shuhao Cui Qingming Huang 30 35 0 18 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 24 32 0 09 Apr 2019
Towards Universal Object Detection by Domain Attention Xudong Wang Zhaowei Cai Dashan Gao Nuno Vasconcelos OOD 30 193 0 09 Apr 2019
A Robust Learning Approach to Domain Adaptive Object Detection Mehran Khodabandeh Arash Vahdat Mani Ranjbar W. Macready ObjD OOD TTA 16 245 0 04 Apr 2019
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet Youshan Zhang Brian D. Davison OOD 18 17 0 04 Apr 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yi Yang OOD 22 562 0 03 Apr 2019
Cross-Entropy Adversarial View Adaptation for Person Re-identification Lin Wu Richang Hong Yang Wang Ming Wang GAN 27 80 0 03 Apr 2019
Looking back at Labels: A Class based Domain Adaptation Technique V. Kurmi Vinay P. Namboodiri 30 34 0 02 Apr 2019
Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks Elnaz Soleimani Ehsan Nazerfard GAN 22 120 0 29 Mar 2019
Learning to Transfer Examples for Partial Domain Adaptation Zhangjie Cao Kaichao You Mingsheng Long Jianmin Wang Qiang Yang 27 271 0 28 Mar 2019
Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Qian Wang Penghui Bu T. Breckon 27 56 0 25 Mar 2019
Few-shot Adaptive Faster R-CNN Tao Wang Xiaopeng Zhang Li-xin Yuan Jiashi Feng ObjD 23 131 0 22 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 58 184 0 12 Mar 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 44 538 0 10 Mar 2019
Support and Invertibility in Domain-Invariant Representations Fredrik D. Johansson David Sontag Rajesh Ranganath 22 160 0 08 Mar 2019
Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Subhankar Roy Aliaksandr Siarohin E. Sangineto Samuel Rota Buló N. Sebe Elisa Ricci 39 163 0 07 Mar 2019
Defining Image Memorability using the Visual Memory Schema Erdem Akagündüz A. Bors K. Evans 17 28 0 05 Mar 2019
Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis Cheng Cheng Beitong Zhou Guijun Ma Dongrui Wu Ye Yuan OOD MedIm 30 225 0 02 Mar 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Minyoung Kim Pritish Sahu Behnam Gholami Vladimir Pavlovic OOD 14 45 0 23 Feb 2019
DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching Fereshteh Sadeghi 13 28 0 18 Feb 2019
Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks Jinyong Hou Xuejie Ding Jeremiah D. Deng Stephen Cranefield OOD 32 6 0 17 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 29 0 0 13 Feb 2019
Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues Shanu Kumar Shubham Atreja Anjali Singh Mohit Jain 22 12 0 29 Jan 2019
On Learning Invariant Representation for Domain Adaptation Haiying Zhao Rémi Tachet des Combes Kun Zhang Geoffrey J. Gordon OOD 35 157 0 27 Jan 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 17 308 0 24 Jan 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 31 29 0 22 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 38 319 0 16 Jan 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 15 478 0 16 Jan 2019
Transfer Representation Learning with TSK Fuzzy System Peng Xu Zhaohong Deng Jun Wang Qun Zhang Shitong Wang 11 35 0 09 Jan 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation Guoliang Kang Lu Jiang Yi Yang Alexander G. Hauptmann 14 826 0 04 Jan 2019
On Minimum Discrepancy Estimation for Deep Domain Adaptation Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 18 66 0 02 Jan 2019
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies Alexander Sax Bradley Emi Amir Zamir Leonidas J. Guibas Silvio Savarese Jitendra Malik SSL 39 16 0 31 Dec 2018
Multi-component Image Translation for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 22 68 0 21 Dec 2018