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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
Feature-aligned N-BEATS with Sinkhorn divergence Joon-Young Lee Myeongho Jeon Myung-joo Kang Kyung-soon Park AI4TS 55 0 0 24 May 2023
Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation Xiaofeng Liu Jerry L. Prince Fangxu Xing Jiachen Zhuo T. Reese Maureen Stone Xiaofeng Liu Jonghye Woo MedIm 95 8 0 23 May 2023
Adaptive Face Recognition Using Adversarial Information Network Mei Wang Weihong Deng OOD CVBM 65 5 0 23 May 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 82 32 0 22 May 2023
Feasibility of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo 73 5 0 22 May 2023
On the Limitations of Simulating Active Learning Katerina Margatina Nikolaos Aletras 82 11 0 21 May 2023
Learning for Transductive Threshold Calibration in Open-World Recognition Qin Zhang Dongsheng An Tianjun Xiao Tong He Qingming Tang Ying Nian Wu Joseph Tighe Yifan Xing Stefano Soatto 83 0 0 19 May 2023
Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy Stanislav Dereka I. Karpukhin Maksim Zhdanov Sergey Kolesnikov 96 0 0 19 May 2023
Embrace Limited and Imperfect Training Datasets: Opportunities and Challenges in Plant Disease Recognition Using Deep Learning Mingle Xu H. Kim Jucheng Yang A. Fuentes Yao Meng Sook Yoon Taehyun Kim D. Park 75 20 0 19 May 2023
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects Leo Pauly Wassim Rharbaoui Carl Shneider A. Rathinam Vincent Gaudillière Djamila Aouada 90 51 0 12 May 2023
A Multi-modal Approach to Single-modal Visual Place Classification Tomoya Iwasaki Kanji Tanaka Kenta Tsukahara 60 0 0 10 May 2023
Best-Effort Adaptation Pranjal Awasthi Corinna Cortes M. Mohri 86 8 0 10 May 2023
Fashion CUT: Unsupervised domain adaptation for visual pattern classification in clothes using synthetic data and pseudo-labels Enric Moreu Alex Martinelli Martina Naughton Philip Kelly Noel E. O'Connor OOD 69 1 0 09 May 2023
Modelling Concurrency Bugs Using Machine Learning Teodor Rares Begu 34 0 0 08 May 2023
Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval Tan Pan Furong Xu Xudong Yang Sifeng He Cheng-peng Jiang Qingpei Guo Fengyi Zhang Yuan Cheng Lei Yang Wei Chu 105 10 0 04 May 2023
Unpaired Image Translation to Mitigate Domain Shift in Liquid Argon Time Projection Chamber Detector Responses Y. Huang D. Torbunov B. Viren Haiwang Yu Jin-zhi Huang Meifeng Lin Yihui Ren OOD 55 0 0 25 Apr 2023
Multi-Source to Multi-Target Decentralized Federated Domain Adaptation Su Wang Seyyedali Hosseinalipour Christopher G. Brinton 102 6 0 24 Apr 2023
Synthetic Datasets for Autonomous Driving: A Survey Zhihang Song Zimin He Xingyu Li Q. Ma RuiBo Ming ... Huaxin Pei Lihui Peng Jianming Hu Dingyi Yao Yan Zhang 94 46 0 24 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 93 36 0 24 Apr 2023
Addressing distributional shifts in operations management: The case of order fulfillment in customized production J. Senoner Bernhard Kratzwald Milan Kuzmanovic Torbjørn H. Netland Stefan Feuerriegel OOD 79 4 0 24 Apr 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng Xu Ming-Ming Cheng Daniel Gehrig Luc Van Gool 103 74 0 21 Apr 2023
Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review Hamza Kheddar Yassine Himeur A. Awad AI4CE 83 64 0 19 Apr 2023
Heterogeneous Domain Adaptation with Positive and Unlabeled Data Junki Mori Ryo Furukawa Isamu Teranishi Jun Sakuma 49 0 0 17 Apr 2023
Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation Katharina Fogelberg Sireesha Chamarthi Roman C. Maron Julia Niebling T. Brinker OOD 135 14 0 14 Apr 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 104 60 0 13 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 98 17 0 12 Apr 2023
Semantic-Aware Mixup for Domain Generalization C. Xu Xinmei Tian AAML 40 2 0 12 Apr 2023
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation Ziyang Chen Yongsheng Pan Yong-quan Xia MedIm 71 13 0 10 Apr 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 110 4 0 07 Apr 2023
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 106 12 0 06 Apr 2023
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift Patrick M. Jensen Anders B. Dahl Carsten Gundlach Rebecca J Engberg H. Kjer Vedrana Andersen Dahl 54 1 0 04 Apr 2023
CNNs with Multi-Level Attention for Domain Generalization Aristotelis Ballas Christos Diou OOD 92 6 0 02 Apr 2023
CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation Wenqiao Zhang Changshuo Liu Can Cui Beng Chin Ooi CML 58 0 0 30 Mar 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Nazmul Karim Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera Nazanin Rahnavard TTA 91 59 0 30 Mar 2023
Nonlinear Independent Component Analysis for Principled Disentanglement in Unsupervised Deep Learning Aapo Hyvarinen Ilyes Khemakhem H. Morioka CML OOD 120 37 0 29 Mar 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning Won-Yong Cho Jinha Park Taesup Kim CLL 106 6 0 28 Mar 2023
Knowing the Distance: Understanding the Gap Between Synthetic and Real Data For Face Parsing Eli Friedman Assaf Lehr Alexey Gruzdev V. Loginov Max Kogan Moran Rubin Orly Zvitia 50 3 0 27 Mar 2023
Robust Test-Time Adaptation in Dynamic Scenarios Longhui Yuan Binhui Xie Shuangliang Li TTA 101 126 0 24 Mar 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 113 68 0 20 Mar 2023
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection Lianyu Wang Meng Wang Daoqiang Zhang Huazhu Fu 57 18 0 20 Mar 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training Yongyi Su Xun Xu Tianrui Li Kui Jia OOD TTA 71 17 0 20 Mar 2023
Trainable Projected Gradient Method for Robust Fine-tuning Junjiao Tian Xiaoliang Dai Chih-Yao Ma Zecheng He Yen-Cheng Liu Z. Kira 108 41 0 19 Mar 2023
Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain Classification Firas Al-Hindawi M. R. Siddiquee Teresa Wu Hang-Rui Hu Ying Sun 54 5 0 18 Mar 2023
Finding Competence Regions in Domain Generalization Jens Müller Stefan T. Radev R. Schmier Felix Dräxler Carsten Rother Ullrich Kothe 79 4 0 17 Mar 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 130 14 0 15 Mar 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 59 4 0 14 Mar 2023
Meta-learning approaches for few-shot learning: A survey of recent advances Hassan Gharoun Fereshteh Momenifar Fang Chen Amir H. Gandomi OOD VLM 100 56 0 13 Mar 2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues Mohamed Akrout Amal Feriani F. Bellili A. Mezghani Ekram Hossain OOD AI4CE 101 28 0 13 Mar 2023
Modality-Agnostic Debiasing for Single Domain Generalization Sanqing Qu Yingwei Pan Guang-Sheng Chen Ting Yao Changjun Jiang Tao Mei 80 20 0 13 Mar 2023
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images Nicholas Konz Maciej A. Mazurowski MedIm 102 7 0 08 Mar 2023