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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
$Multi-step domain adaptation by adversarial attack to $\mathcal{H} Δ\mathcal{H}$-divergence$ Multi-step domain adaptation by adversarial attack to $\mathcal{H} Δ\mathcal{H}$ -divergence Arip Asadulaev Alexander Panfilov Andrey Filchenkov AAML 26 0 0 18 Jul 2022
Prior Knowledge Guided Unsupervised Domain Adaptation Tao Sun Cheng Lu Haibin Ling 68 31 0 18 Jul 2022
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network Guimei Cao Zhanzhan Cheng Yunlu Xu Duo Li Shiliang Pu Yi Niu Leilei Gan CLL 77 2 0 14 Jul 2022
Domain Alignment Meets Fully Test-Time Adaptation Kowshik Thopalli Pavan Turaga Jayaraman J. Thiagarajan OOD TTA 52 4 0 09 Jul 2022
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space Wenqi Shao Xun Zhao Yixiao Ge Zhaoyang Zhang Lei Yang Xiaogang Wang Ying Shan Ping Luo 81 26 0 07 Jul 2022
Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts Alexander Bigalke Lasse Hansen M. Heinrich OOD 67 9 0 01 Jul 2022
Towards out of distribution generalization for problems in mechanics Lingxiao Yuan Harold S. Park Emma Lejeune OOD AI4CE 88 18 0 29 Jun 2022
Multi-level Domain Adaptation for Lane Detection Chenguang Li Boheng Zhang Jia Shi Guangliang Cheng 58 11 0 21 Jun 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation Tao Sun Mattia Segu Janis Postels Yuxuan Wang Luc Van Gool Bernt Schiele F. Tombari Feng Yu TTA 123 161 0 16 Jun 2022
A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Delong Chen Ruizhi Zhou Ya‐Jun Pan Fan Liu AI4CE 25 0 0 16 Jun 2022
Domain Generalization via Selective Consistency Regularization for Time Series Classification Wenyu Zhang Mohamed Ragab Chuan-Sheng Foo OOD AI4TS 116 2 0 16 Jun 2022
On the Permanence of Backdoors in Evolving Models Huiying Li A. Bhagoji Yuxin Chen Haitao Zheng Ben Y. Zhao AAML 81 2 0 08 Jun 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Yongyi Su Xun Xu Kui Jia TTA OOD 99 46 0 06 Jun 2022
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models J. L. Gómez Gabriel Villalonga Antonio M. López 81 12 0 31 May 2022
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification Wenshuo Zhou Dalu Yang Binghong Wu Yehui Yang Junde Wu Xiaorong Wang Lei Wang Haifeng Huang Yanwu Xu OOD 85 1 0 31 May 2022
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation Birk Torpmann-Hagen Vajira Thambawita K. Glette Pål Halvorsen Michael A. Riegler 54 3 0 30 May 2022
Neural Optimal Transport with General Cost Functionals Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 124 34 0 30 May 2022
Cycle Label-Consistent Networks for Unsupervised Domain Adaptation Mei Wang Weihong Deng 49 7 0 27 May 2022
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 85 49 0 27 May 2022
Towards Model Generalization for Monocular 3D Object Detection Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang 110 7 0 23 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks Guangji Bai Ling-Hao Chen Liang Zhao OOD AI4TS AI4CE 86 31 0 21 May 2022
Deep transfer learning for image classification: a survey J. Plested Tom Gedeon OOD 78 39 0 20 May 2022
Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi Laura J. Culp Jan Freyberg Basil Mustafa Sebastien Baur ... Geoffrey E. Hinton N. Houlsby Alan Karthikesalingam Mohammad Norouzi Vivek Natarajan OOD 127 61 0 19 May 2022
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision Alexander Bartler Florian Bender Felix Wiewel B. Yang TTA 83 9 0 18 May 2022
Quantum Transfer Learning for Wi-Fi Sensing T. Koike-Akino Peng Wang Ye Wang 76 17 0 17 May 2022
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition Mei Wang Weihong Deng Chenguang Liu 114 27 0 13 May 2022
Transfer Learning Based Efficient Traffic Prediction with Limited Training Data Sajal Saha Anwar Haque Greg Sidebottom AI4TS 13 2 0 09 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization Weiyi Yu Zhizhong Huang Junping Zhang Hongming Shan OOD MedIm 72 27 0 09 May 2022
Towards Robust 3D Object Recognition with Dense-to-Sparse Deep Domain Adaptation P. Murali Cong Wang R. Dahiya Mohsen Kaboli 3DPC 56 5 0 07 May 2022
Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime Xun Xu Jingyi Liao Lile Cai M. Nguyen Kangkang Lu Wanyue Zhang Yasin Yazici Chuan-Sheng Foo 133 6 0 06 May 2022
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Ilke Çugu Massimiliano Mancini Yanbei Chen Zeynep Akata OOD 69 49 0 27 Apr 2022
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Shahaf Ettedgui Shady Abu Hussein Raja Giryes 65 16 0 25 Apr 2022
Loss-based Sequential Learning for Active Domain Adaptation Kyeongtak Han Youngeun Kim Dongyoon Han Sungeun Hong 56 0 0 25 Apr 2022
Selective Cross-Task Distillation Su Lu Han-Jia Ye De-Chuan Zhan 109 0 0 25 Apr 2022
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 97 19 0 20 Apr 2022
Model-agnostic Multi-Domain Learning with Domain-Specific Adapters for Action Recognition Kazuki Omi Jun Kimata Toru Tamaki 76 8 0 15 Apr 2022
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Wenju Zhang Xiang Zhang Qing Liao L. Lan Mengzhu Wang Wei Wang Baoyun Peng Zhengming Ding 45 0 0 12 Apr 2022
Few-Shot Object Detection in Unseen Domains Karim Guirguis George Eskandar Matthias Kayser Bin Yang Jürgen Beyerer 101 1 0 11 Apr 2022
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology Maximilian Springenberg A. Frommholz M. Wenzel Eva Weicken Jackie Ma Nils Strodthoff MedIm 75 46 0 11 Apr 2022
Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Lin Chen H. Chen Zhixiang Wei Xin Jin Xiao Tan Yi Jin Enhong Chen 88 107 0 08 Apr 2022
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization Mingxin Zhang Z. Fan Ryosuke Shibasaki Xuan Song 27 25 0 06 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 110 39 0 02 Apr 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 97 26 0 30 Mar 2022
Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation Wenbin Zhu Chien-Yi Wang Kuan-Lun Tseng S. Lai Baoyuan Wang CVBM 69 9 0 27 Mar 2022
Audio-Adaptive Activity Recognition Across Video Domains Yun C. Zhang Hazel Doughty Ling Shao Cees G. M. Snoek 71 42 0 27 Mar 2022
Analysis of the use of color and its emotional relationship in visual creations based on experiences during the context of the COVID-19 pandemic César González-Martín Miguel Carrasco Germán Oviedo 73 3 0 25 Mar 2022
Visuo-Haptic Object Perception for Robots: An Overview Nicolás Navarro-Guerrero Sibel Toprak Josip Josifovski L. Jamone 75 41 0 22 Mar 2022
FAR: Fourier Aerial Video Recognition D. Kothandaraman Tianrui Guan Xijun Wang Sean Hu Ming-Shun Lin Tianyi Zhou 66 13 0 21 Mar 2022
AdaVocoder: Adaptive Vocoder for Custom Voice Xin Yuan Yongbin Feng Mingming Ye Cheng Tuo Minghang Zhang 117 3 0 18 Mar 2022
Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation Benedikt T. Imbusch Max Schwarz Sven Behnke 63 11 0 17 Mar 2022