v1v2v3v4 (latest)

Deep Visual Domain Adaptation: A Survey

10 February 2018

Papers citing "Deep Visual Domain Adaptation: A Survey"

50 / 736 papers shown

Title
A neural network model of perception and reasoning Paul J. Blazek Milo M. Lin LRM 11 1 0 26 Feb 2020
Deep Domain Adaptive Object Detection: a Survey Wanyi Li Fuyu Li Yongkang Luo Peng Wang Jia sun ObjD 76 60 0 17 Feb 2020
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions W. Boerdijk M. Sundermeyer M. Durner Rudolph Triebel 66 9 0 11 Feb 2020
Targeted display advertising: the case of preferential attachment Saurav Manchanda Pranjul Yadav Khoa D. Doan S. Keerthi 29 1 0 07 Feb 2020
Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Akash Kumar Arnav Bhavasar 43 6 0 03 Feb 2020
Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging Mamatha Thota Stefanos D. Kollias M. Swainson Georgios Leontidis 59 4 0 28 Jan 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 92 114 0 13 Jan 2020
Incremental Unsupervised Domain-Adversarial Training of Neural Networks Antonio Javier Gallego Jorge Calvo-Zaragoza Robert B. Fisher CLL OOD 43 35 0 13 Jan 2020
Virtual to Real adaptation of Pedestrian Detectors Luca Ciampi Nicola Messina Fabrizio Falchi Claudio Gennaro Giuseppe Amato 110 35 0 09 Jan 2020
Deep Transfer Convolutional Neural Network and Extreme Learning Machine for Lung Nodule Diagnosis on CT images Xufeng Huang Qiang Lei Tingli Xie Yiming Zhang Zhen Hu Qi Zhou MedIm 45 80 0 05 Jan 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 162 582 0 28 Dec 2019
Smart Home Appliances: Chat with Your Fridge Denis A. Gudovskiy Gyuri Han Takuya Yamaguchi Sotaro Tsukizawa LRM 26 4 0 19 Dec 2019
Towards Robust Learning with Different Label Noise Distributions Diego Ortego Eric Arazo Paul Albert Noel E. O'Connor Kevin McGuinness NoLa 55 25 0 18 Dec 2019
Improving land cover segmentation across satellites using domain adaptation Nadir Bengana J. Heikkilä 62 25 0 25 Nov 2019
Active Learning for Deep Detection Neural Networks H. H. Aghdam Abel Gonzalez-Garcia Joost van de Weijer Antonio M. López VLM ObjD 95 140 0 20 Nov 2019
Deep Learning based HEp-2 Image Classification: A Comprehensive Review Saimunur Rahman Lei Wang Changming Sun Luping Zhou VLM 36 33 0 20 Nov 2019
Graph Domain Adaptation with Localized Graph Signal Representations Yusuf Yigit Pilavci Eylem Tugçe Güneyi Cemil Cengiz Elif Vural OOD 26 3 0 07 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 192 4,501 0 07 Nov 2019
Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning Ignasi Mas J. Morros Verónica Vilaplana 35 2 0 01 Nov 2019
Deep causal representation learning for unsupervised domain adaptation Raha Moraffah Kai Shu A. Raglin Huan Liu CML OOD 94 11 0 28 Oct 2019
Class-imbalanced Domain Adaptation: An Empirical Odyssey Shuhan Tan Xingchao Peng Kate Saenko OOD 67 11 0 23 Oct 2019
Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos R Gnana Praveen Eric Granger P. Cardinal 95 26 0 17 Oct 2019
Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI Eunjin Jeon Wonjun Ko Jee Seok Yoon Heung-Il Suk OOD 32 0 0 17 Oct 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 97 448 0 01 Oct 2019
Predicting with High Correlation Features Devansh Arpit Caiming Xiong R. Socher OODD OOD 58 7 0 01 Oct 2019
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 80 238 0 26 Sep 2019
Matching Embeddings for Domain Adaptation M. Pérez-Carrasco Guillermo Cabrera-Vives P. Protopapas N. Astorga Marouan Belhaj GAN DRL 22 1 0 25 Sep 2019
Forward-Backward Splitting for Optimal Transport based Problems Guillermo Ortiz-Jiménez Mireille El Gheche E. Simou Hermina Petric Maretic P. Frossard OT 54 7 0 20 Sep 2019
Towards Shape Biased Unsupervised Representation Learning for Domain Generalization Nader Asadi Amir M. Sarfi M. Hosseinzadeh Zahra Karimpour M. Eftekhari OOD SSL 65 25 0 18 Sep 2019
Using Latent Codes for Class Imbalance Problem in Unsupervised Domain Adaptation Boris Chidlovskii 33 2 0 17 Sep 2019
Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution Quanyu Dai Xiao-Ming Wu Jiaren Xiao Xiao Shen Dan Wang OOD 113 94 0 04 Sep 2019
Texture Underfitting for Domain Adaptation Jan-Nico Zaech Dengxin Dai Martin Hahner Luc Van Gool SSeg OOD 43 6 0 29 Aug 2019
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation Junlin Yang Nicha Dvornek Fan Zhang Juntang Zhuang Julius Chapiro Mingde Lin James S. Duncan FedML OOD MedIm 72 17 0 27 Aug 2019
PixelVAE++: Improved PixelVAE with Discrete Prior Hossein Sadeghi Evgeny Andriyash W. Vinci L. Buffoni Mohammad H. Amin BDL DRL 53 33 0 26 Aug 2019
Learning to Discover Novel Visual Categories via Deep Transfer Clustering Kai Han Andrea Vedaldi Andrew Zisserman SSL 92 304 0 26 Aug 2019
Synthetic Elastography using B-mode Ultrasound through a Deep Fully-Convolutional Neural Network R. Wildeboer R. V. Sloun C. Mannaerts P. H. Moraes Georg Salomon M. C. Chammas H. Wijkstra M. Mischi 27 14 0 09 Aug 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 125 848 0 08 Aug 2019
Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation Junlin Yang Nicha Dvornek Fan Zhang Julius Chapiro Mingde Lin James S. Duncan DRL OOD 64 135 0 31 Jul 2019
Self-supervised Domain Adaptation for Computer Vision Tasks Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 86 134 0 25 Jul 2019
Bringing Giant Neural Networks Down to Earth with Unlabeled Data Yehui Tang Shan You Chang Xu Boxin Shi Chao Xu 83 11 0 13 Jul 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 74 17 0 09 Jul 2019
Improving the generalizability of convolutional neural network-based segmentation on CMR images Chen Chen Wenjia Bai R. Davies A. Bhuva C. Manisty ... S. Petersen E. Lukaschuk Stefan K. Piechnik S. Neubauer Daniel Rueckert 81 120 0 02 Jul 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 137 1,614 0 18 Jun 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers Alex X. Lu Amy X. Lu W. Schormann Marzyeh Ghassemi D. Andrews Alan M. Moses OOD 52 20 0 17 Jun 2019
Attending to Discriminative Certainty for Domain Adaptation V. Kurmi Shanu Kumar Vinay P. Namboodiri OOD 78 108 0 08 Jun 2019
Recent Advances in Imitation Learning from Observation F. Torabi Garrett A. Warnell Peter Stone 103 164 0 30 May 2019
$d$ -SNE: Domain Adaptation using Stochastic Neighborhood Embedding Xiang Xu Xiong Zhou Ragav Venkatesan Gurumurthy Swaminathan Orchid Majumder 88 121 0 29 May 2019
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang Songwei Ge Eric Xing Zachary Chase Lipton OOD 131 971 0 29 May 2019
Unsupervised Domain Adaptation via Regularized Conditional Alignment Safa Cicek Stefano Soatto OOD 126 118 0 26 May 2019
Domain Adaptation for Vehicle Detection from Bird's Eye View LiDAR Point Cloud Data Khaled Saleh A. Abobakr Mohammed Attia Julie Iskander D. Nahavandi M. Hossny 3DPC 53 74 0 22 May 2019