Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

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Title
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Qi Dou Cheng Ouyang Cheng Chen Hao Chen Ben Glocker Xiahai Zhuang Pheng-Ann Heng MedIm 26 49 0 19 Dec 2018
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 24 13 0 18 Dec 2018
Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks Stephen James Paul Wohlhart Mrinal Kalakrishnan Dmitry Kalashnikov A. Irpan Julian Ibarz Sergey Levine R. Hadsell Konstantinos Bousmalis 46 444 0 18 Dec 2018
Attentional Road Safety Networks Sonu Gupta Deepak Srivatsav A. V. Subramanyam Ponnurangam Kumaraguru 21 3 0 12 Dec 2018
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Kohei Watanabe Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada MDE 24 11 0 11 Dec 2018
3D Scene Parsing via Class-Wise Adaptation Daichi Ono Hiroyuki Yabe Tsutomu Horikawa 3DV 3DPC 22 0 0 10 Dec 2018
OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Alexandre Ramé Emilien Garreau H. Ben-younes Charles Ollion ObjD 43 17 0 06 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 74 1,754 0 04 Dec 2018
Towards Visual Feature Translation Jie Hu Rongrong Ji Hong Liu Shengchuan Zhang Cheng Deng Q. Tian DiffM 30 13 0 03 Dec 2018
Unsupervised Domain Adaptation using Generative Models and Self-ensembling Eman T. Hassan Xin Chen David J. Crandall OOD 20 7 0 02 Dec 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 40 1,281 0 30 Nov 2018
Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption Yexun Zhang Ya Zhang Yanfeng Wang Qi Tian OOD GAN 24 16 0 30 Nov 2018
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification Jialun Liu GAN OOD 29 25 0 28 Nov 2018
Part-level Car Parsing and Reconstruction from Single Street View Qichuan Geng Hong Zhang Xinyu Huang Sen Wang Feixiang Lu Xinjing Cheng Zhong Zhou Ruigang Yang 3DPC 30 5 0 27 Nov 2018
Characterizing and Avoiding Negative Transfer Zirui Wang Zihang Dai Barnabás Póczós J. Carbonell 23 407 0 24 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 41 446 0 21 Nov 2018
Co-regularized Alignment for Unsupervised Domain Adaptation Abhishek Kumar P. Sattigeri Kahini Wadhawan Leonid Karlinsky Rogerio Feris William T. Freeman G. Wornell OOD 16 157 0 13 Nov 2018
Neural Task Representations as Weak Supervision for Model Agnostic Cross-Lingual Transfer S. Jauhar Michael Gamon Patrick Pantel 18 3 0 02 Nov 2018
Domain Adaptive Segmentation in Volume Electron Microscopy Imaging J. Roels Julian Hennies Yvan Saeys Wilfried Philips Anna Kreshuk 21 41 0 23 Oct 2018
Transfer Metric Learning: Algorithms, Applications and Outlooks Yong Luo Yonggang Wen Ling-Yu Duan Dacheng Tao 28 11 0 09 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 33 104 0 09 Oct 2018
Target Aware Network Adaptation for Efficient Representation Learning Yang Zhong Vladimir Li R. Okada A. Maki 21 6 0 02 Oct 2018
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Bichen Wu Xuanyu Zhou Sicheng Zhao Xiangyu Yue Kurt Keutzer 3DPC 15 617 0 22 Sep 2018
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 32 248 0 06 Sep 2018
Multi-Adversarial Domain Adaptation Zhongyi Pei Zhangjie Cao Mingsheng Long Jianmin Wang OOD TTA 30 855 0 04 Sep 2018
Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery Grégoire Payen de La Garanderie Amir Atapour-Abarghouei T. Breckon 3DPC MDE 24 80 0 19 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 29 71 0 14 Aug 2018
Deep Transfer Learning for EEG-based Brain Computer Interface Chuanqi Tan F. Sun Wenchang Zhang 22 40 0 06 Aug 2018
Leveraging Motion Priors in Videos for Improving Human Segmentation Yu-Ting Chen Wen-Yen Chang Hai Lu Tingfan Wu Min Sun 25 2 0 30 Jul 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification Shan Lin Haoliang Li Chang-Tsun Li Alex C. Kot 24 188 0 04 Jul 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 18 75 0 26 Jun 2018
Constructing Deep Neural Networks by Bayesian Network Structure Learning R. Y. Rohekar Shami Nisimov Yaniv Gurwicz G. Koren Gal Novik BDL 31 26 0 24 Jun 2018
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention Chao Yang Taehwan Kim Ruizhe Wang Hao Peng C.-C. Jay Kuo 28 51 0 16 Jun 2018
Learning Factorized Representations for Open-set Domain Adaptation Mahsa Baktash M. Faraki Tom Drummond Mathieu Salzmann OOD 35 53 0 31 May 2018
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels Or Litany Daniel Freedman NoLa 30 13 0 24 May 2018
Adapted Deep Embeddings: A Synthesis of Methods for $k$ -Shot Inductive Transfer Learning Tyler R. Scott Karl Ridgeway Michael C. Mozer 24 84 0 22 May 2018
DiDA: Disentangled Synthesis for Domain Adaptation Jinming Cao Oren Katzir Peng-Tao Jiang Dani Lischinski Danny Cohen-Or Changhe Tu Yangyan Li 30 35 0 21 May 2018
Algorithms and Theory for Multiple-Source Adaptation Judy Hoffman M. Mohri Ningshan Zhang OOD 19 170 0 20 May 2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation Debasmit Das C.S. George Lee OOD 45 60 0 01 May 2018
Dense Adaptive Cascade Forest: A Self Adaptive Deep Ensemble for Classification Problems Haiyang Wang Yong Tang Ziyang Jia Fei Ye 20 23 0 29 Apr 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 22 499 0 27 Apr 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 19 88 0 25 Apr 2018
Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition Zhenghui Wang Yanru Qu Liheng Chen Jian Shen Weinan Zhang Shaodian Zhang Yimei Gao Gen Gu Ken Chen Yong Yu 30 64 0 24 Apr 2018
Parameter Transfer Unit for Deep Neural Networks Yinghua Zhang Yu Zhang Qiang Yang 19 22 0 23 Apr 2018
CactusNets: Layer Applicability as a Metric for Transfer Learning Edward Collier Robert DiBiano S. Mukhopadhyay 23 19 0 20 Apr 2018
The Limits and Potentials of Deep Learning for Robotics Niko Sünderhauf Oliver Brock Walter J. Scheirer R. Hadsell Dieter Fox ... B. Upcroft Pieter Abbeel Wolfram Burgard Michael Milford Peter Corke 17 522 0 18 Apr 2018
Deep Transfer Network with Joint Distribution Adaptation: A New Intelligent Fault Diagnosis Framework for Industry Application Te Han Chao Liu Wenguang Yang D. Jiang OOD AI4CE 21 435 0 18 Apr 2018
PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities Lan Wang Chenqiang Gao Luyu Yang Yue Zhao W. Zuo Deyu Meng GAN 23 21 0 17 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 24 263 0 16 Apr 2018
Causal Generative Domain Adaptation Networks Biwei Huang Kun Zhang Erdun Gao Clark Glymour Dacheng Tao Kayhan Batmanghelich CML OOD TTA 30 21 0 12 Apr 2018