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A review of domain adaptation without target labels

16 January 2019

Papers citing "A review of domain adaptation without target labels"

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Title
Federated Learning for Medical Image Analysis: A Survey Hao Guan Pew-Thian Yap Andrea Bozoki Mingxia Liu FedML OOD 126 136 0 09 Jun 2023
Federated Learning under Covariate Shifts with Generalization Guarantees Ali Ramezani-Kebrya Fanghui Liu Thomas Pethick Grigorios G. Chrysos Volkan Cevher FedML OOD 99 8 0 08 Jun 2023
Unsupervised Cross-Domain Soft Sensor Modelling via Deep Physics-Inspired Particle Flow Bayes Junn Yong Loo Ze Yang Ding Surya G. Nurzaman C. Ting Vishnu Monn Baskaran Chee Pin Tan OOD 97 0 0 08 Jun 2023
Federated Domain Generalization: A Survey Ying Li Xingwei Wang Rongfei Zeng Praveen Kumar Donta Ilir Murturi Min Huang Schahram Dustdar OOD FedML AI4CE 110 31 0 02 Jun 2023
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models Qinglong Tian Xin Zhang Jiwei Zhao VLM 65 9 0 30 May 2023
Cross-Domain Policy Adaptation via Value-Guided Data Filtering Kang Xu Chenjia Bai Xiaoteng Ma Dong Wang Bingyan Zhao Zhen Wang Xuelong Li Wei Li 94 18 0 28 May 2023
MLHOps: Machine Learning for Healthcare Operations Kristoffer Larsen Vallijah Subasri A. Krishnan Cláudio Tinoco Mesquita Diana Paez Laleh Seyyed-Kalantari Amalia Peix LM&MA AI4TS VLM 64 2 0 04 May 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 112 4 0 07 Apr 2023
Multi-Domain Norm-referenced Encoding Enables Data Efficient Transfer Learning of Facial Expression Recognition M. Stettler Alexander Lappe N. Taubert M. Giese 3DH 45 0 0 05 Apr 2023
Towards Efficient Task-Driven Model Reprogramming with Foundation Models Shoukai Xu Jiangchao Yao Ran Luo Shuhai Zhang Zihao Lian Mingkui Tan Bo Han Yaowei Wang 95 6 0 05 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 138 243 0 27 Mar 2023
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng César Quilodrán-Casas Said Ouala A. Farchi Che Liu ... Weiping Ding Yike Guo A. Carrassi Marc Bocquet Rossella Arcucci AI4CE 81 136 0 18 Mar 2023
Bayesian Quantification with Black-Box Estimators Albert Ziegler Paweł Czyż UQCV 52 0 0 17 Feb 2023
Zero-Shot Anomaly Detection via Batch Normalization Aodong Li Chen Qiu Marius Kloft Padhraic Smyth Maja R. Rudolph Stephan Mandt 145 0 0 15 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 85 2 0 10 Feb 2023
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains Kevin Thandiackal Luigi Piccinelli Pushpak Pati O. Goksel CLL OOD MedIm 79 7 0 02 Feb 2023
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 82 12 0 03 Jan 2023
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 84 15 0 17 Nov 2022
Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning Alex J. Chan M. Schaar OOD 73 1 0 11 Oct 2022
On The Effects Of Data Normalisation For Domain Adaptation On EEG Data Andrea Apicella Francesco Isgrò A. Pollastro R. Prevete OOD 58 43 0 03 Oct 2022
DomainATM: Domain Adaptation Toolbox for Medical Data Analysis Hao Guan Mingxia Liu OOD 44 11 0 24 Sep 2022
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study Yongtao Wu Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos Volkan Cevher 85 11 0 16 Sep 2022
Unsupervised Domain Adaptation for Extra Features in the Target Domain Using Optimal Transport Toshimitsu Aritake H. Hino OT 53 1 0 10 Sep 2022
Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation Satoshi Kondo OOD 90 4 0 03 Sep 2022
Multi-Modality Cardiac Image Computing: A Survey Lei Li Wangbin Ding Liqun Huang Xiahai Zhuang Vicente Grau 68 31 0 26 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 113 207 0 15 Aug 2022
Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures Leena Mathur R. Adolphs Maja J. Matarić CVBM 88 1 0 31 Jul 2022
Feed-Forward Latent Domain Adaptation Ondrej Bohdal Da Li S. Hu Timothy M. Hospedales OOD 69 1 0 15 Jul 2022
Multi-level Domain Adaptation for Lane Detection Chenguang Li Boheng Zhang Jia Shi Guangliang Cheng 55 11 0 21 Jun 2022
GoToNet: Fast Monocular Scene Exposure and Exploration Tom Avrech Evgenii Zheltonozhskii Chaim Baskin Ehud Rivlin 57 0 0 13 Jun 2022
Open-environment Machine Learning Zhi Zhou VLM 119 141 0 01 Jun 2022
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment Jinhong Deng Xiaoyue Zhang Wen Li Lixin Duan 85 9 0 01 Jun 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 80 1 0 31 May 2022
EllSeg-Gen, towards Domain Generalization for head-mounted eyetracking Rakshit Kothari Reynold J. Bailey Christopher Kanan J. Pelz Gabriel J. Diaz OOD 57 10 0 04 May 2022
A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis Sandra Wankmüller 75 3 0 03 May 2022
Meta Learning for Natural Language Processing: A Survey Hung-yi Lee Shang-Wen Li Ngoc Thang Vu 95 45 0 03 May 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
Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation Tingting Cheng Jerry Chang Ching-Chun Huang Chin-Yu Kuo Yun-Chien Cheng 47 7 0 08 Apr 2022
Jacobian Norm for Unsupervised Source-Free Domain Adaptation Weikai Li Meng Cao Songcan Chen 78 7 0 07 Apr 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 121 20 0 31 Mar 2022
Enhancing Classifier Conservativeness and Robustness by Polynomiality Ziqi Wang Marco Loog AAML 46 3 0 23 Mar 2022
Feature Distribution Matching for Federated Domain Generalization Yuwei Sun Ng Chong H. Ochiai OOD 92 30 0 22 Mar 2022
Causal Domain Adaptation with Copula Entropy based Conditional Independence Test Jian Ma TTA OOD CML 38 0 0 27 Feb 2022
Automated Extraction of Energy Systems Information from Remotely Sensed Data: A Review and Analysis Simiao Ren Wei Hu Kyle Bradbury D. Harrison-Atlas L. M. Valeri Brian Murray Jordan M. Malof 51 30 0 18 Feb 2022
Active Learning Over Multiple Domains in Natural Language Tasks Shayne Longpre Julia Reisler E. G. Huang Yi Lu Andrew J. Frank Nikhil Ramesh Chris DuBois OOD 97 13 0 01 Feb 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 119 48 0 31 Dec 2021
MVDG: A Unified Multi-view Framework for Domain Generalization Jian Zhang Lei Qi Yinghuan Shi Yang Gao 68 31 0 23 Dec 2021
Climate-Invariant Machine Learning Tom Beucler Pierre Gentine J. Yuval Ankitesh Gupta Liran Peng ... F. Ahmed P. O’Gorman J. Neelin N. Lutsko Michael S. Pritchard OOD AI4CE 92 67 0 14 Dec 2021
Hierarchical Optimal Transport for Unsupervised Domain Adaptation Mourad El Hamri Younès Bennani Issam Falih Hamid Ahaggach OT 64 18 0 03 Dec 2021