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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
DORO: Distributional and Outlier Robust Optimization Runtian Zhai Chen Dan J. Zico Kolter Pradeep Ravikumar 55 62 0 11 Jun 2021
Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis Julia Rosenzweig E. Brito H. Kobialka Maram Akila Nico M. Schmidt ... Jan David Schneider Fabian Hüger Matthias Rottmann Sebastian Houben Tim Wirtz 34 4 0 10 Jun 2021
An Information-theoretic Approach to Distribution Shifts Marco Federici Ryota Tomioka Patrick Forré OOD 90 20 0 07 Jun 2021
Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners Yabin Zhang Haojian Zhang Bin Deng Shuai Li Kui Jia Lei Zhang 71 25 0 01 Jun 2021
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts Bahar Taşkesen Man-Chung Yue Jose H. Blanchet Daniel Kuhn Viet Anh Nguyen 72 21 0 01 Jun 2021
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos Lukas Hedegaard Alexandros Iosifidis 3DPC 68 15 0 31 May 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 119 183 0 27 May 2021
Adaptive Filters in Graph Convolutional Neural Networks Andrea Apicella Francesco Isgrò A. Pollastro R. Prevete GNN 122 17 0 21 May 2021
Privacy-Preserving Constrained Domain Generalization via Gradient Alignment Chris Xing Tian Haoliang Li Yufei Wang Shiqi Wang 63 4 0 14 May 2021
Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images Yiming Bao Jun Wang Tong Li Linyan Wang Jianwei Xu Juan Ye Xiaobo Li OOD 95 3 0 07 May 2021
Machine Learning Applications for Therapeutic Tasks with Genomics Data Kexin Huang Cao Xiao Lucas Glass C. Critchlow G. Gibson Jimeng Sun LM&MA VLM SyDa 47 27 0 03 May 2021
AI-enabled Efficient and Safe Food Supply Chain I. Kollia J. Stevenson Stefanos D. Kollias 54 31 0 01 May 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 126 58 0 29 Apr 2021
REGRAD: A Large-Scale Relational Grasp Dataset for Safe and Object-Specific Robotic Grasping in Clutter Hanbo Zhang Deyu Yang Han Wang Binglei Zhao Xuguang Lan Jishiyu Ding Nanning Zheng 82 41 0 29 Apr 2021
Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery Can Yaris Kaleb Kassaw Bohao Huang Kyle Bradbury Jordan M. Malof 28 20 0 28 Apr 2021
DANICE: Domain adaptation without forgetting in neural image compression Sudeep Katakol Luis Herranz Feiyu Yang M. Mrak 49 4 0 19 Apr 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers Wenxuan Zhou Fangyu Liu Muhao Chen 56 101 0 18 Apr 2021
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector A. Durrant Milan Markovic David Matthews David May J. Enright Georgios Leontidis FedML 72 72 0 14 Apr 2021
A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds Xiaoyuan Luo Shaolei Liu Kexue Fu Manning Wang Zhijian Song OOD 3DPC 45 11 0 12 Apr 2021
Exploiting Natural Language for Efficient Risk-Aware Multi-robot SaR Planning Vikram Shree B. Asfora Rachel Zheng Samantha Hong Jacopo Banfi M. Campbell 44 10 0 08 Apr 2021
The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions Jennifer J. Sun Tomomi Karigo Dipam Chakraborty Sharada Mohanty Benjamin Wild ... Chen Chen D. Anderson Pietro Perona Yisong Yue Ann Kennedy 119 49 0 06 Apr 2021
Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark Vincent Dumoulin N. Houlsby Utku Evci Xiaohua Zhai Ross Goroshin Sylvain Gelly Hugo Larochelle 80 26 0 06 Apr 2021
Understanding Continual Learning Settings with Data Distribution Drift Analysis Timothée Lesort Massimo Caccia Irina Rish 93 56 0 04 Apr 2021
Confidence Calibration for Domain Generalization under Covariate Shift Yunye Gong Xiaoyu Lin Yi Yao Thomas G. Dietterich Ajay Divakaran Melinda Gervasio 65 27 0 01 Apr 2021
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery Mauro Martini Vittorio Mazzia Aleem Khaliq Marcello Chiaberge 134 40 0 01 Apr 2021
Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training Yoonhyung Kim Changick Kim 119 8 0 01 Apr 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation Vitor Campagnolo Guizilini Jie Li Rares Andrei Ambrus Adrien Gaidon MDE 66 40 0 30 Mar 2021
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption Alexander Bartler Andreas Bühler Felix Wiewel Mario Döbler Binh Yang TTA OOD 86 87 0 30 Mar 2021
Photoacoustic image synthesis with generative adversarial networks Melanie Schellenberg J. Gröhl Kris K. Dreher Jan-Hinrich Nolke Niklas Holzwarth M. Tizabi A. Seitel Lena Maier-Hein GAN MedIm 142 18 0 29 Mar 2021
Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision A. Gurram Ahmet Faruk Tuna Fengyi Shen O. Urfalioglu Antonio M. López MDE 101 42 0 22 Mar 2021
A Batch Normalization Classifier for Domain Adaptation Matthew R. Behrend S. Robinson OOD 26 0 0 22 Mar 2021
Unsupervised Feature Learning for Manipulation with Contrastive Domain Randomization Carmel Rabinovitz Niko A. Grupen Aviv Tamar OOD SSL 52 3 0 20 Mar 2021
Generating Annotated Training Data for 6D Object Pose Estimation in Operational Environments with Minimal User Interaction Paul Koch Marian Schluter Serge Thill 35 0 0 17 Mar 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 124 329 0 15 Mar 2021
In the light of feature distributions: moment matching for Neural Style Transfer Nikolai Kalischek Jan Dirk Wegner Konrad Schindler OOD 122 49 0 12 Mar 2021
Limitations of Post-Hoc Feature Alignment for Robustness Collin Burns Jacob Steinhardt OOD 97 23 0 10 Mar 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection VS Vibashan Vikram Gupta Poojan Oza Vishwanath A. Sindagi Vishal M. Patel 53 187 0 07 Mar 2021
Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation Ping Gong Wenwen Yu Qiuwen Sun Ruohan Zhao Junfeng Hu OOD MedIm 45 6 0 03 Mar 2021
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Manish Sahu Anirban Mukhopadhyay S. Zachow 133 21 0 02 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 268 1,240 0 02 Mar 2021
DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains A. Ćiprijanović Diana Kafkes K. Downey S. Jenkins G. Perdue Sandeep Madireddy T. Johnston Gregory F. Snyder Brian D. Nord 65 26 0 02 Mar 2021
Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge Aneeq Zia Kiran D. Bhattacharyya Xi Liu Ziheng Wang S. Kondo ... Raabid Hussain Lena Maier-Hein Danail Stoyanov Stefanie Speidel A. Jarc 86 20 0 26 Feb 2021
Mitigating Domain Mismatch in Face Recognition Using Style Matching Chun-Hsien Lin Bing-Fei Wu CVBM 54 3 0 26 Feb 2021
Domain Adapting Ability of Self-Supervised Learning for Face Recognition Chun-Hsien Lin Bing-Fei Wu CVBM OOD SSL 47 2 0 26 Feb 2021
Model-Based Domain Generalization Alexander Robey George J. Pappas Hamed Hassani OOD 143 131 0 23 Feb 2021
Learning Deep Features for Shape Correspondence with Domain Invariance Praful Agrawal Ross T. Whitaker Shireen Y. Elhabian OOD 33 3 0 21 Feb 2021
Deep Gait Recognition: A Survey Alireza Sepas-Moghaddam Ali Etemad CVBM 110 181 0 18 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 147 563 0 18 Feb 2021
TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition Jinkai Zheng Xinchen Liu C. Yan Jiyong Zhang Wu Liu Xiaoping Zhang Tao Mei CVBM 68 13 0 09 Feb 2021
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge Chompunuch Sarasaen S. Chatterjee Mario Breitkopf G. Rose A. Nürnberger Oliver Speck SupR 61 35 0 04 Feb 2021