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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
Learning Target Domain Specific Classifier for Partial Domain Adaptation Chuan-Xian Ren Pengfei Ge Peiyi Yang Shuicheng Yan 164 44 0 25 Aug 2020
DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss G. Albanis N. Zioulis A. Dimou D. Zarpalas P. Daras 3DH 49 10 0 20 Aug 2020
Exploring the Impacts from Datasets to Monocular Depth Estimation (MDE) Models with MineNavi Xiangtong Wang Binbin Liang Menglong Yang W. Li 27 0 0 19 Aug 2020
Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos R Gnana Praveen Eric Granger P. Cardinal 88 21 0 13 Aug 2020
Co-training for On-board Deep Object Detection Gabriel Villalonga A. Peña VLM ObjD 69 4 0 12 Aug 2020
Unified Representation Learning for Cross Model Compatibility Chien-Yi Wang Ya-Liang Chang Shang-Ta Yang Dong Chen S. Lai CVBM 91 29 0 11 Aug 2020
A Novel Method For Designing Transferable Soft Sensors And Its Application Hossein Shahabadi Farahani A. Fatehi Alireza Nadali M. A. Shoorehdeli AAML 26 7 0 05 Aug 2020
Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Tianshui Chen Tao Pu Hefeng Wu Yuan Xie Lingbo Liu Liang Lin 111 103 0 03 Aug 2020
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition Yuan Xie Tianshui Chen Tao Pu Hefeng Wu Liang Lin 74 57 0 03 Aug 2020
Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening Dalu Yang Yehui Yang Tiantian Huang Binghong Wu Lei Wang Yanwu Xu MedIm 40 9 0 31 Jul 2020
What My Motion tells me about Your Pose: A Self-Supervised Monocular 3D Vehicle Detector Cédric Picron Punarjay Chakravarty Tom Roussel Tinne Tuytelaars 24 0 0 29 Jul 2020
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Djebril Mekhazni Amran Bhuiyan G. Ekladious Eric Granger OOD 151 95 0 27 Jul 2020
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Le Thanh Nguyen-Meidine Atif Bela M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 94 84 0 14 Jul 2020
Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing Prem Raj Vinay P. Namboodiri Laxmidhar Behera SSL 41 8 0 09 Jul 2020
Self-Challenging Improves Cross-Domain Generalization Zeyi Huang Haohan Wang Eric Xing Dong Huang OOD 102 635 0 05 Jul 2020
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks H. H. Mao BDL SSL 72 50 0 01 Jul 2020
A Simple Domain Shifting Networkfor Generating Low Quality Images G. Hegde A. Ramesh Kanchana Vaishnavi Gandikota R. Obermaisser Michael Moeller OOD 41 0 0 30 Jun 2020
Adversarial Transfer of Pose Estimation Regression Boris Chidlovskii Assem Sadek GAN 62 12 0 20 Jun 2020
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification V. Syrris O. Pešek P. Soille 24 8 0 18 Jun 2020
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 69 110 0 12 Jun 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images Delong Chen Shunhui Ji Fan Liu Zewen Li Xinyu Zhou MedIm 94 11 0 09 Jun 2020
Deep Learning Based Single Sample Per Person Face Recognition: A Survey Fan Liu Delong Chen Fei Wang Zewen Li Feng Xu CVBM 44 30 0 09 Jun 2020
Ensemble Learning with Statistical and Structural Models Jiaming Mao Jingzhi Xu 27 1 0 07 Jun 2020
Self-Supervised Dynamic Networks for Covariate Shift Robustness Tomer Cohen Noy Shulman Hai Morgenstern Roey Mechrez Erez Farhan OOD 69 4 0 06 Jun 2020
Discriminative Active Learning for Domain Adaptation Fan Zhou Changjian Shui Bincheng Huang Boyu Wang B. Chaib-draa OOD 69 25 0 24 May 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 154 184 0 21 May 2020
DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks Hongwei Huang Weiqi Luo Guoqiang Zeng J. Weng Yue Zhang Anjia Yang AAML 33 25 0 16 May 2020
Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation Le Thanh Nguyen-Meidine Eric Granger M. Kiran Jose Dolz Louis-Antoine Blais-Morin 78 23 0 16 May 2020
Unsupervised Pre-trained Models from Healthy ADLs Improve Parkinson's Disease Classification of Gait Patterns Anirudh Som Narayanan Krishnamurthi M. Buman Pavan Turaga OOD 29 12 0 06 May 2020
Robotic Self-Assessment of Competence Gertjan J. Burghouts A. Huizing Mark Antonius Neerincx 29 7 0 04 May 2020
Deflating Dataset Bias Using Synthetic Data Augmentation Nikita Jaipuria Xianling Zhang Rohan Bhasin Mayar Arafa Punarjay Chakravarty Shubham Shrivastava Sagar Manglani Vidya N. Murali 56 65 0 28 Apr 2020
Structural Regularization Jiaming Mao Z. Zheng 11 3 0 27 Apr 2020
Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol Lukas Hedegaard Morsing Omar Ali Sheikh-Omar Alexandros Iosifidis OOD 57 23 0 23 Apr 2020
Distributed Learning and Inference with Compressed Images Sudeep Katakol Basem Elbarashy Luis Herranz Joost van de Weijer Antonio M. López 21 9 0 22 Apr 2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer Xiaoxu Li Dongliang Chang Zhanyu Ma Zheng-Hua Tan Jing-Hao Xue Jie Cao Jingyi Yu Jun Guo 104 32 0 20 Apr 2020
Automatic Grading of Knee Osteoarthritis on the Kellgren-Lawrence Scale from Radiographs Using Convolutional Neural Networks Sudeep Kondal V. Kulkarni A. Gaikwad A. Kharat Aniruddha Pant MedIm 24 15 0 18 Apr 2020
IDDA: a large-scale multi-domain dataset for autonomous driving Emanuele Alberti A. Tavera Carlo Masone Barbara Caputo 56 47 0 17 Apr 2020
Shortcut Learning in Deep Neural Networks Robert Geirhos J. Jacobsen Claudio Michaelis R. Zemel Wieland Brendel Matthias Bethge Felix Wichmann 229 2,069 0 16 Apr 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 103 902 0 11 Apr 2020
Fingerprint Presentation Attack Detection: A Sensor and Material Agnostic Approach Steven A. Grosz T. Chugh Anil K. Jain AAML OOD 47 25 0 06 Apr 2020
Deeply Aligned Adaptation for Cross-domain Object Detection Minghao Fu Zhenshan Xie Wen Li Lixin Duan OOD ObjD 27 3 0 05 Apr 2020
Unsupervised Domain Adaptation with Progressive Domain Augmentation Kevin Hua Yuhong Guo 34 3 0 03 Apr 2020
Towards Backward-Compatible Representation Learning Yantao Shen Yuanjun Xiong Wei Xia Stefano Soatto 94 81 0 26 Mar 2020
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection Zhonghua Wu Qingyi Tao Guosheng Lin Jianfei Cai ObjD 70 14 0 22 Mar 2020
Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously Qing Tian Songcan Chen Chuang Ma Meng Cao 33 2 0 18 Mar 2020
Teacher-Student Domain Adaptation for Biosensor Models Lawrence Phillips David B. Grimes Yihan Li OOD 37 3 0 17 Mar 2020
Class Conditional Alignment for Partial Domain Adaptation Mohsen Kheirandishfard Fariba Zohrizadeh F. Kamangar 16 1 0 14 Mar 2020
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology Stefan Studer T. Bui C. Drescher A. Hanuschkin Ludwig Winkler S. Peters Klaus-Robert Muller 133 180 0 11 Mar 2020
Supervised Domain Adaptation using Graph Embedding Lukas Hedegaard Omar Ali Sheikh-Omar Alexandros Iosifidis OOD 60 17 0 09 Mar 2020
Towards Fair Cross-Domain Adaptation via Generative Learning Tongxin Wang Zhengming Ding Wei Shao Haixu Tang Kun Huang TTA 86 9 0 04 Mar 2020