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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
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 107 86 0 24 Nov 2021
A Dataset Perspective on Offline Reinforcement Learning Kajetan Schweighofer Andreas Radler Marius-Constantin Dinu M. Hofmarcher Vihang Patil Angela Bitto-Nemling Hamid Eghbalzadeh Sepp Hochreiter OffRL 61 18 0 08 Nov 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 58 15 0 21 Oct 2021
Knothe-Rosenblatt transport for Unsupervised Domain Adaptation Aladin Virmaux Illyyne Saffar Jianfeng Zhang Balázs Kégl OOD 34 0 0 06 Oct 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 50 10 0 27 Sep 2021
Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Jin Hong S. Yu Weitian Chen OOD MedIm 63 83 0 13 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 80 257 0 08 Sep 2021
Direct domain adaptation through reciprocal linear transformations T. Alkhalifah O. Ovcharenko OOD 131 5 0 17 Aug 2021
Learning Transferable Parameters for Unsupervised Domain Adaptation Zhongyi Han Haoliang Sun Yilong Yin OOD 87 47 0 13 Aug 2021
Towards to Robust and Generalized Medical Image Segmentation Framework Yurong Chen OOD 55 3 0 09 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 141 50 0 08 Aug 2021
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation Haonan Peng Shan Lin Daniel King Yun-Hsuan Su Randall Bly K. Moe Blake Hannaford MedIm 83 6 0 07 Aug 2021
Preventing dataset shift from breaking machine-learning biomarkers Jéroome Dockes Gaël Varoquaux J B Poline OOD 71 65 0 21 Jul 2021
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions Eike Petersen Yannik Potdevin Esfandiar Mohammadi Stephan Zidowitz Sabrina Breyer ... Sandra Henn Ludwig Pechmann M. Leucker P. Rostalski Christian Herzog FaML AILaw OOD 105 23 0 20 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 101 11 0 16 Jul 2021
fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering Xiao-Lei Zhang 43 0 0 05 Jul 2021
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models Riza Ozccelik Alperen Baug Berk Atil Melih Barsbey Arzucan Özgür Elif Özkirimli AI4CE 44 0 0 04 Jul 2021
Ensembling Shift Detectors: an Extensive Empirical Evaluation Simona Maggio L. Dreyfus-Schmidt AI4TS 102 3 0 28 Jun 2021
A hybrid model-based and learning-based approach for classification using limited number of training samples Alireza Nooraiepour W. Bajwa N. Mandayam 48 4 0 25 Jun 2021
Stratified Learning: A General-Purpose Statistical Method for Improved Learning under Covariate Shift Maximilian Autenrieth David van Dyk R. Trotta D. Stenning OOD 23 3 0 21 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
Out-of-Distribution Generalization in Kernel Regression Abdulkadir Canatar Blake Bordelon Cengiz Pehlevan OODD OOD 55 13 0 04 Jun 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
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Emanuela Haller Elena Burceanu Marius Leordeanu SSL 46 2 0 26 Mar 2021
Self-Labeling of Fully Mediating Representations by Graph Alignment M. Oldenhof Adam Arany Yves Moreau Jaak Simm 25 2 0 25 Mar 2021
A Batch Normalization Classifier for Domain Adaptation Matthew R. Behrend S. Robinson OOD 26 0 0 22 Mar 2021
The Shape of Learning Curves: a Review T. Viering Marco Loog 80 135 0 19 Mar 2021
Scalable Causal Domain Adaptation Mohammad Ali Javidian O. Pandey Pooyan Jamshidi CML 65 4 0 27 Feb 2021
A microservice-based framework for exploring data selection in cross-building knowledge transfer Mouna Labiadh C. Obrecht Catarina Ferreira da Silva P. Ghodous 48 4 0 23 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 147 563 0 18 Feb 2021
Invariant Feature Learning for Sensor-based Human Activity Recognition Yujiao Hao Boyu Wang Rong Zheng 81 20 0 14 Dec 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 85 17 0 17 Nov 2020
Learning causal representations for robust domain adaptation shuai Yang Kui Yu Fuyuan Cao Lin Liu Hongya Wang Jiuyong Li OOD CML TTA 71 44 0 12 Nov 2020
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition Elnaz Soleimani G. Khodabandelou A. Chibani Y. Amirat 54 1 0 11 Nov 2020
Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations Youssef Beauferris Jonas Teuwen D. Karkalousos N. Moriakov M. Caan ... Mike Lasby N. Nogovitsyn W. Loos Richard Frayne Roberto Souza OOD 55 37 0 10 Nov 2020
Teacher-Student Consistency For Multi-Source Domain Adaptation Ohad Amosy Gal Chechik TTA 18 0 0 20 Oct 2020
Respecting Domain Relations: Hypothesis Invariance for Domain Generalization Ziqi Wang Marco Loog Jan van Gemert OOD 76 51 0 15 Oct 2020
Cross-Domain Few-Shot Learning by Representation Fusion Thomas Adler Johannes Brandstetter Michael Widrich Andreas Mayr David P. Kreil Michael K Kopp Günter Klambauer Sepp Hochreiter OOD 101 45 0 13 Oct 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 87 7 0 25 Sep 2020
Transformer Based Multi-Source Domain Adaptation Dustin Wright Isabelle Augenstein 88 53 0 16 Sep 2020
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models Adrian Galdran André Anjos José Dolz H. Chakor H. Lombaert Ismail Ben Ayed SSeg 43 18 0 03 Sep 2020
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Weikai Li Songcan Chen 65 27 0 01 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 135 270 0 01 Sep 2020
Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview P. Bell Joachim Fainberg Ondˇrej Klejch Jinyu Li Steve Renals P. Swietojanski 122 78 0 14 Aug 2020
Generalized Zero-Shot Domain Adaptation via Coupled Conditional Variational Autoencoders Qian Wang T. Breckon 67 12 0 03 Aug 2020
Domain Adaptation for Robust Workload Level Alignment Between Sessions and Subjects using fNIRS Boyang Lyu Thao Pham Giles Blaney Z. Haga A. Sassaroli S. Fantini Shuchin Aeron 21 20 0 02 Jul 2020
Unsupervised Calibration under Covariate Shift Anusri Pampari Stefano Ermon 129 18 0 29 Jun 2020
Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift Alex J. Chan Ahmed Alaa Zhaozhi Qian M. Schaar UQCV BDL OOD 86 39 0 26 Jun 2020
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Rosanna Turrisi Rémi Flamary A. Rakotomamonjy Massimiliano Pontil OT 65 32 0 23 Jun 2020
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Xiang Jiang Qicheng Lao Stan Matwin Mohammad Havaei 83 112 0 09 Jun 2020