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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
Contrastive Learning for Cross-Domain Open World Recognition Francesco Cappio Borlino S. Bucci Tatiana Tommasi SSL 65 3 0 17 Mar 2022
Deep vanishing point detection: Geometric priors make dataset variations vanish Yancong Lin R. Wiersma S. Pintea Klaus Hildebrandt E. Eisemann Jan van Gemert AAML 3DPC 88 24 0 16 Mar 2022
CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection Jens Lemmens Jens Van Nooten Tim Kreutz Walter Daelemans 58 6 0 14 Mar 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains Lei Fan Yiwen Ding Dongdong Fan Donglin Di Maurice Pagnucco Yang Song AI4TS 80 22 0 10 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 83 2 0 09 Mar 2022
Self-Supervised Domain Calibration and Uncertainty Estimation for Place Recognition Pierre-Yves Lajoie Giovanni Beltrame UQCV 76 9 0 08 Mar 2022
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation Alvaro Gomariz Huanxiang Lu Yun Yvonna Li Thomas Albrecht Andreas Maunz Fethallah Benmansour A. Valcarcel Jennifer Luu Daniela Ferrara O. Goksel 63 12 0 07 Mar 2022
Towards IID representation learning and its application on biomedical data Jiqing Wu I. Zlobec Maxime W. Lafarge Yukun He V. Koelzer OOD CML 41 4 0 01 Mar 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 121 28 0 26 Feb 2022
Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data K. Nguyen A. Montillo FedML AAML 72 10 0 23 Feb 2022
Augmentation based unsupervised domain adaptation Mauricio Orbes-Arteaga Thomas Varsavsky Lauge Sørensen Mads Nielsen A. Pai Sebastien Ourselin Marc Modat Jorge Cardoso OOD 42 3 0 23 Feb 2022
Deep learning based domain adaptation for mitochondria segmentation on EM volumes Daniel Franco-Barranco Julio Pastor-Tronch Aitor González-Marfil A. Muñoz-Barrutia Ignacio Arganda-Carreras 27 15 0 22 Feb 2022
Domain Randomization for Object Counting Enric Moreu Kevin McGuinness Diego Ortego Noel E. O'Connor 56 4 0 17 Feb 2022
Similarity learning for wells based on logging data Evgenia Romanenkova Alina Rogulina A. Shakirov N. Stulov Alexey Zaytsev L. Ismailova D. Kovalev Klemens Katterbauer A. Alshehri 49 16 0 11 Feb 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Shogo Sagawa H. Hino CLL 70 6 0 09 Feb 2022
Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification Gustavo de Rosa Mateus Roder João Paulo Papa 23 1 0 08 Feb 2022
Network Comparison Study of Deep Activation Feature Discriminability with Novel Objects Michael Karnes Alper Yilmaz 45 0 0 08 Feb 2022
Robotic Grasping from Classical to Modern: A Survey Hanbo Zhang Jian Tang Shiguang Sun Xuguang Lan 93 41 0 08 Feb 2022
Accurate super-resolution low-field brain MRI Juan Eugenio Iglesias Riana L. Schleicher Sean Laguna Benjamin Billot P. Schaefer Brenna N. Mckaig J. Goldstein Kevin N. Sheth Matthew S. Rosen W. T. Kimberly 63 6 0 07 Feb 2022
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation Marco Rosano Antonino Furnari Luigi Gulino C. Santoro G. Farinella EgoV 88 5 0 02 Feb 2022
Self-Supervised Moving Vehicle Detection from Audio-Visual Cues Jannik Zürn Wolfram Burgard SSL 87 8 0 30 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 118 23 0 27 Jan 2022
Inter-Semantic Domain Adversarial in Histopathological Images Nicolas Dumas V. Derangère L. Arnould S. Ladoire Louis-Oscar Morel Nathan Vinçon OOD MedIm 35 0 0 22 Jan 2022
Deep Optimal Transport for Domain Adaptation on SPD Manifolds Ce Ju Cuntai Guan 145 3 0 15 Jan 2022
Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning Eduardo R. Corral-Soto Mrigank Rochan Yan He Shubhra Aich Yang Liu Liu Bingbing 85 0 0 14 Jan 2022
Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Kowshik Thopalli Jayaraman J. Thiagarajan Rushil Anirudh Pavan Turaga 56 0 0 05 Jan 2022
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations Xiaoqian Ruan Gaoang Wang 72 2 0 31 Dec 2021
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 119 48 0 31 Dec 2021
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification A. Ćiprijanović Diana Kafkes Gregory F. Snyder F. Sánchez G. Perdue K. Pedro Brian D. Nord Sandeep Madireddy Stefan M. Wild AAML 82 17 0 28 Dec 2021
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Kowshik Thopalli Sameeksha Katoch Pavan Turaga Jayaraman J. Thiagarajan OOD 40 0 0 17 Dec 2021
Quantitative analysis of visual representation of sign elements in COVID-19 context María Jesús Cano-Martínez Miguel Carrasco Joaquín Sandoval César González-Martín 57 4 0 15 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 85 45 0 13 Dec 2021
Specificity-Preserving Federated Learning for MR Image Reconstruction Chun-Mei Feng Yu-bao Yan Shanshan Wang Yong Xu Ling Shao Huazhu Fu OOD 131 80 0 09 Dec 2021
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey Xun Chen Chang Li Aiping Liu Martin J. McKeown Ruobing Qian Z. J. Wang 75 73 0 08 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 144 40 0 06 Dec 2021
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Lukas Bommes M. Hoffmann C. Buerhop‐Lutz Tobias Pickel J. Hauch Christoph J. Brabec Andreas Maier I. M. Peters 103 33 0 06 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 89 5 0 03 Dec 2021
Querying Labelled Data with Scenario Programs for Sim-to-Real Validation Edward Kim Jay Shenoy Sebastian Junges Daniel J. Fremont Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia 78 3 0 01 Dec 2021
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective Yuejiang Liu Riccardo Cadei Jonas Schweizer Sherwin Bahmani Alexandre Alahi OOD TTA 106 53 0 29 Nov 2021
Evolutionary Multitask Optimization: Fundamental Research Questions, Practices, and Directions for the Future E. Osaba Javier Del Ser Ponnuthurai Nagaratnam Suganthan 79 17 0 29 Nov 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 73 7 0 27 Nov 2021
Failure Modes of Domain Generalization Algorithms T. Galstyan Hrayr Harutyunyan Hrant Khachatrian Greg Ver Steeg Aram Galstyan OOD 72 11 0 26 Nov 2021
Combining Data-driven Supervision with Human-in-the-loop Feedback for Entity Resolution Wenpeng Yin Shelby Heinecke Jia Li N. Keskar Michael J. Jones Shouzhong Shi Stanislav Georgiev Kurt Milich Joseph Esposito Caiming Xiong 51 2 0 20 Nov 2021
Deep Domain Adaptation for Pavement Crack Detection Huijun Liu Chu-Ya Yang Aocheng Li Sheng Huang Xin Feng Zhimin Ruan Yongxin Ge 65 26 0 19 Nov 2021
Improving Compound Activity Classification via Deep Transfer and Representation Learning Vishal Dey R. Machiraju Xia Ning AAML 117 3 0 14 Nov 2021
On the Statistical Benefits of Curriculum Learning Ziping Xu Ambuj Tewari 56 9 0 13 Nov 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Aadarsh Sahoo Rutav Shah Yikang Shen Kate Saenko Abir Das 69 65 0 28 Oct 2021
Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning J. Abeßer Meinard Muller 44 2 0 26 Oct 2021
Domain Adaptation for Rare Classes Augmented with Synthetic Samples Tuhinanksu Das Robert-Jan Bruintjes A. Lengyel Jan van Gemert S. Rodrigues 36 5 0 23 Oct 2021
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity Bernd Gruner Matthias Körschens Björn Barz Joachim Denzler 105 0 0 22 Oct 2021