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Deep Visual Domain Adaptation: A Survey

10 February 2018

Papers citing "Deep Visual Domain Adaptation: A Survey"

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Title
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice V. Kulkarni M. Gawali A. Kharat VLM 108 21 0 03 Feb 2021
Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection Weijie Chen Yilu Guo Shicai Yang Z. Li Zhenxin Ma Binbin Chen Long Zhao Di Xie Shiliang Pu Yueting Zhuang 75 4 0 01 Feb 2021
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning Sangho Lee Jiwan Chung Youngjae Yu Gunhee Kim Thomas Breuel Gal Chechik Yale Song 167 47 0 26 Jan 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 121 27 0 26 Jan 2021
Applications of Deep Learning in Fundus Images: A Review Tao Li Wang Bo Chunyu Hu Hong Kang Hanruo Liu Kai Wang Huazhu Fu 58 259 0 25 Jan 2021
Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks Sven Koehler T. Hussain Zach Blair T. Huffaker Florian Ritzmann ... S. Sarikouch H. Latus G. Greil I. Wolf Sandy Engelhardt 119 8 0 19 Jan 2021
An Empirical Study and Analysis on Open-Set Semi-Supervised Learning Huixiang Luo Hao Cheng Fanxu Meng Yuting Gao Ke Li Mengdan Zhang Xing Sun 74 8 0 19 Jan 2021
Deep Visual Domain Adaptation G. Csurka OOD 206 185 0 28 Dec 2020
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast Juan Eugenio Iglesias Benjamin Billot Yael Balbastre A. Tabari J. Conklin Daniel C. Alexander Polina Golland B. Edlow Bruce Fischl 137 108 0 24 Dec 2020
Flexible deep transfer learning by separate feature embeddings and manifold alignment Samuel Rivera J. Klipfel Deborah Weeks OOD 28 1 0 22 Dec 2020
Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition Eric López-López Carlos V. Regueiro X. M. Pardo CLL 52 21 0 17 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 129 0 0 16 Dec 2020
R-AGNO-RPN: A LIDAR-Camera Region Deep Network for Resolution-Agnostic Detection Ruddy Théodosc Dieumet Denis Thierry Chateau Vincent Frémont P. Checchin 3DPC 34 1 0 10 Dec 2020
Restyling Images with the Bangladeshi Paintings Using Neural Style Transfer: A Comprehensive Experiment, Evaluation, and Human Perspective Manal Ali Hasan Md. Linkon Md. Mahir Labib Marium-E. Jannat Md. Saiful Islam 24 0 0 10 Dec 2020
Deep Learning Methods For Synthetic Aperture Radar Image Despeckling: An Overview Of Trends And Perspectives Giulia Fracastoro E. Magli Giovanni Poggi Giuseppe Scarpa D. Valsesia L. Verdoliva 59 66 0 10 Dec 2020
Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Hui Tang Xiatian Zhu Ke Chen Kui Jia C. L. Philip Chen 53 25 0 08 Dec 2020
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation Bingyu Liu Yuhong Guo Jieping Ye Weihong Deng 57 3 0 07 Dec 2020
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation Aadarsh Sahoo Yikang Shen Rogerio Feris Kate Saenko Abir Das VLM 113 25 0 06 Dec 2020
Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision Mitchell J. P. van Zuijlen Hubert Lin Kavita Bala S. Pont M. Wijntjes 53 13 0 05 Dec 2020
SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning J. Cai B. Cai S. Shen 37 7 0 03 Dec 2020
Unsupervised Neural Domain Adaptation for Document Image Binarization Francisco J. Castellanos Antonio Javier Gallego Jorge Calvo-Zaragoza OOD 38 20 0 02 Dec 2020
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images Philipp Terhörst Daniel Fahrmann Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 83 37 0 02 Dec 2020
Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Qian Wang Fanlin Meng T. Breckon 52 16 0 01 Dec 2020
Model Adaptation for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett OOD MedIm 134 49 0 30 Nov 2020
Batch Normalization Embeddings for Deep Domain Generalization Mattia Segu A. Tonioni Federico Tombari OOD AI4CE 134 137 0 25 Nov 2020
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning Dimitrios Tanoglidis A. Ćiprijanović A. Drlica-Wagner 61 16 0 24 Nov 2020
The Emerging Trends of Multi-Label Learning Weiwei Liu Haobo Wang Xiaobo Shen Ivor W. Tsang 106 270 0 23 Nov 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer A. Tanwani OOD 76 27 0 15 Nov 2020
Localising In Complex Scenes Using Balanced Adversarial Adaptation Gil Avraham Yan Zuo Tom Drummond 28 0 0 09 Nov 2020
Domain adaptation techniques for improved cross-domain study of galaxy mergers A. Ćiprijanović Diana Kafkes S. Jenkins K. Downey G. Perdue Sandeep Madireddy T. Johnston Brian D. Nord OOD 46 10 0 06 Nov 2020
Learning on Attribute-Missing Graphs Xu Chen Siheng Chen Jiangchao Yao Huangjie Zheng Ya Zhang Ivor W Tsang 93 94 0 03 Nov 2020
Domain adaptation under structural causal models Yuansi Chen Peter Buhlmann CML OOD AI4CE 132 40 0 29 Oct 2020
Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos G. Praveen Eric Granger P. Cardinal 33 2 0 28 Oct 2020
An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across EHR Systems Farzaneh Khoshnevisan Min Chi OOD 39 13 0 26 Oct 2020
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions Inigo Alonso L. Riazuelo Luis Montesano Ana C. Murillo 3DPC OOD 134 29 0 23 Oct 2020
Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction Shuxi Zeng Murat Ali Bayir Joel Pfeiffer Denis Xavier Charles Emre Kıcıman TTA 52 18 0 17 Oct 2020
Self-training for Few-shot Transfer Across Extreme Task Differences Cheng Perng Phoo B. Hariharan SSL 128 109 0 15 Oct 2020
Domain Agnostic Learning for Unbiased Authentication Jian Liang Yuren Cao Shuang Li Bing Bai Hao Li Fei Wang Kun Bai OOD 54 0 0 11 Oct 2020
Neural Random Projection: From the Initial Task To the Input Similarity Problem A. Savushkin Nikita Benkovich Dmitry Golubev 18 0 0 09 Oct 2020
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Giovanni Bellitto Federica Proietto Salanitri S. Palazzo Francesco Rundo Daniela Giordano C. Spampinato MDE 155 56 0 02 Oct 2020
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances Hang Du Hailin Shi Dan Zeng Xiaoping Zhang Tao Mei OOD 140 120 0 28 Sep 2020
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Wenshuai Zhao Jorge Peña Queralta Tomi Westerlund OffRL 226 743 0 24 Sep 2020
My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data K. Nikolaidis Stein Kristiansen T. Plagemann V. Goebel Knut Liestøl ... G. Traaen Britt Overland Harriet Akre L. Aakerøy S. Steinshamn OOD 82 1 0 22 Sep 2020
Similarity-based data mining for online domain adaptation of a sonar ATR system Jean de Bodinat Thomas Guerneve Jose Vazquez Marija Jegorova 90 3 0 16 Sep 2020
DAICS: A Deep Learning Solution for Anomaly Detection in Industrial Control Systems Maged AbdelAty Roberto Doriguzzi-Corin Domenico Siracusa 65 43 0 14 Sep 2020
Deep Transparent Prediction through Latent Representation Analysis D. Kollias N. Bouas Y. Vlaxos V. Brillakis M. Seferis I. Kollia L. Sukissian J. Wingate Stefanos D. Kollias 49 88 0 13 Sep 2020
Unsupervised Domain Adaptation For Plant Organ Counting Tewodros Ayalew Jordan R. Ubbens Ian Stavness 79 26 0 02 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 135 270 0 01 Sep 2020
Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy Alvaro Gomariz Tiziano Portenier Patrick M. Helbling S. Isringhausen U. Suessbier C. Nombela-Arrieta O. Goksel 54 13 0 27 Aug 2020
Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Juepeng Zheng Haohuan Fu Weijia Li Wenzhao Wu Yi Zhao Runmin Dong Le Yu 66 67 0 26 Aug 2020