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Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

48 / 1,998 papers shown

Title
Correlation Alignment for Unsupervised Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 164 449 0 06 Dec 2016
Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors Piotr Koniusz Yusuf Tas Fatih Porikli OOD 206 123 0 24 Nov 2016
Deep Transfer Learning for Person Re-identification Mengyue Geng Yaowei Wang Tao Xiang Yonghong Tian 230 313 0 16 Nov 2016
Beyond Fine Tuning: A Modular Approach to Learning on Small Data Ark Anderson Kyle Shaffer A. Yankov Court D. Corley Nathan Oken Hodas 113 15 0 06 Nov 2016
Cross-Modal Scene Networks Y. Aytar Lluis Castrejon Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL 165 115 0 27 Oct 2016
Sim-to-Real Robot Learning from Pixels with Progressive NetsConference on Robot Learning (CoRL), 2016 Andrei A. Rusu Matej Vecerík Thomas Rothörl N. Heess Razvan Pascanu R. Hadsell 290 549 0 13 Oct 2016
Domain Separation NetworksNeural Information Processing Systems (NeurIPS), 2016 Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 542 1,539 0 22 Aug 2016
Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks Jinghua Wang Zhenhua Wang Dacheng Tao Simon See G. Wang MDE 144 159 0 03 Aug 2016
Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations P. Schüffler Judy Sarungbam Hassan Muhammad E. Reznik S. Tickoo Thomas J. Fuchs 86 5 0 02 Aug 2016
Learning Transferable Policies for Monocular Reactive MAV Control S. Daftry J. Andrew Bagnell Martial Hebert 152 87 0 01 Aug 2016
Learning Aligned Cross-Modal Representations from Weakly Aligned Data Lluis Castrejon Y. Aytar Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL DRL AI4TS 159 177 0 25 Jul 2016
Learning the Roots of Visual Domain Shift Tatiana Tommasi Martina Lanzi P. Russo Barbara Caputo ObjD OOD FAtt 156 37 0 20 Jul 2016
Deep Reconstruction-Classification Networks for Unsupervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2016 Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi Wen Li 279 895 0 12 Jul 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 436 3,561 0 06 Jul 2016
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network Ehsan Hosseini-Asl G. Gimel'farb A. El-Baz MedIm 198 177 0 02 Jul 2016
Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional NetworkInternational Conference on Information Photonics (ICIP), 2016 Ehsan Hosseini-Asl R. Keynton A. El-Baz MedIm 202 293 0 02 Jul 2016
Learning without ForgettingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 Zhizhong Li Derek Hoiem CLL OOD SSL 975 5,040 0 29 Jun 2016
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances F. Liu Jinying Chen Abhyuday N. Jagannatha Hong-ye Yu 155 60 0 26 Jun 2016
Online and Offline Handwritten Chinese Character Recognition: A Comprehensive Study and New Benchmark Xu-Yao Zhang Yoshua Bengio Cheng-Lin Liu 3DV 160 287 0 18 Jun 2016
Uncertain programming model for multi-item solid transportation problemInternational Journal of Machine Learning and Cybernetics (IJMLC), 2016 Hasan Dalman 395 811 0 31 May 2016
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Sai Li TTA 415 2,648 0 21 May 2016
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks Jun-Cheng Chen Rajeev Ranjan Swami Sankaranarayanan Amit Kumar Ching-Hui Chen Vishal M. Patel Carlos D. Castillo Rama Chellappa CVBM 256 101 0 09 May 2016
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification Tong Xiao Jiaming Song Wanli Ouyang Xiaogang Wang OOD 195 990 0 26 Apr 2016
Triplet Probabilistic Embedding for Face Verification and Clustering S. Sankaranarayanan A. Alavi Carlos D. Castillo Rama Chellappa CVBM 3DH 294 220 0 19 Apr 2016
Synthesizing Training Images for Boosting Human 3D Pose Estimation Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 362 296 0 10 Apr 2016
Adapting Models to Signal Degradation using Distillation Jong-Chyi Su Subhransu Maji 234 32 0 01 Apr 2016
Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric Label Sets Ayush Mittal Anant Raj Vinay P. Namboodiri Tinne Tuytelaars 109 2 0 26 Mar 2016
Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Rahaf Aljundi Tinne Tuytelaars 87 28 0 23 Mar 2016
BreakingNews: Article Annotation by Image and Text Processing Arnau Ramisa F. Yan Francesc Moreno-Noguer K. Mikolajczyk 194 113 0 23 Mar 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 206 463 0 21 Mar 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 300 643 0 15 Mar 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Sai Li OOD 238 1,563 0 14 Feb 2016
Unsupervised Transductive Domain Adaptation Ozan Sener Hyun Oh Song Ashutosh Saxena Silvio Savarese OOD 258 6 0 10 Feb 2016
Triplet Similarity Embedding for Face Verification S. Sankaranarayanan A. Alavi Rama Chellappa 3DH CVBM 171 63 0 10 Feb 2016
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation Guosen Xie Xu-Yao Zhang Shuicheng Yan Cheng-Lin Liu ObjD 188 156 0 29 Jan 2016
Adapting Deep Visuomotor Representations with Weak Pairwise Constraints Eric Tzeng Coline Devin Judy Hoffman Chelsea Finn Pieter Abbeel Sergey Levine Kate Saenko Trevor Darrell OOD 316 143 0 23 Nov 2015
Transfer Learning for Speech and Language Processing Dong Wang Tianshi Zheng 157 229 0 19 Nov 2015
Return of Frustratingly Easy Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 193 1,954 0 17 Nov 2015
When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks Ilja Kuzborskij Fabio Maria Carlucci Barbara Caputo 149 7 0 12 Nov 2015
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 764 657 0 03 Nov 2015
Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization Muhammad Ghifary David Balduzzi W. Kleijn Mengjie Zhang 274 467 0 15 Oct 2015
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 347 1,396 0 08 Oct 2015
Subspace Alignment Based Domain Adaptation for RCNN DetectorBritish Machine Vision Conference (BMVC), 2015 Anant Raj Vinay P. Namboodiri Tinne Tuytelaars ObjD 169 73 0 20 Jul 2015
Cross Modal Distillation for Supervision Transfer Saurabh Gupta Judy Hoffman Jitendra Malik 411 573 0 02 Jul 2015
Learning Multiple Tasks with Multilinear Relationship Networks Mingsheng Long Zhangjie Cao Jianmin Wang Philip S. Yu 302 98 0 06 Jun 2015
Domain-Adversarial Training of Neural NetworksJournal of machine learning research (JMLR), 2015 Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 980 10,543 0 28 May 2015
Unsupervised Domain Adaptation by BackpropagationInternational Conference on Machine Learning (ICML), 2014 Yaroslav Ganin Victor Lempitsky OOD 512 6,543 0 26 Sep 2014
Scalable Greedy Algorithms for Transfer LearningComputer Vision and Image Understanding (CVIU), 2014 Ilja Kuzborskij Francesco Orabona Barbara Caputo 202 14 0 06 Aug 2014