A Survey of Unsupervised Deep Domain Adaptation

6 December 2018

Papers citing "A Survey of Unsupervised Deep Domain Adaptation"

50 / 130 papers shown

Title
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 24 14 0 17 Nov 2022
Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong Cuiyun Gao Yan Jia Qing Liao Xuan Wang Lei Wang Jing Xiao 34 1 0 10 Nov 2022
Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition Youcheng Huang Wenqiang Lei Jie Fu Jiancheng Lv 11 3 0 07 Nov 2022
Adversarial Domain Adaptation for Action Recognition Around the Clock Anwaar Ulhaq 22 3 0 25 Oct 2022
TTTFlow: Unsupervised Test-Time Training with Normalizing Flow David Osowiechi G. A. V. Hakim Mehrdad Noori Milad Cheraghalikhani Ismail Ben Ayed Christian Desrosiers OOD 27 22 0 20 Oct 2022
Information-Theoretic Analysis of Unsupervised Domain Adaptation Ziqiao Wang Yongyi Mao 38 11 0 03 Oct 2022
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Xiaofeng Liu Fangxu Xing G. El Fakhri Jonghye Woo OOD 37 30 0 16 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 40 37 0 16 Sep 2022
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 24 15 0 26 Aug 2022
Multimodal Across Domains Gaze Target Detection Francesco Tonini Cigdem Beyan Elisa Ricci 3DPC 26 20 0 23 Aug 2022
"Task-relevant autoencoding" enhances machine learning for human neuroscience Seyedmehdi Orouji V. Taschereau-Dumouchel A. Cortese Brian Odegaard Cody Cushing Mouslim Cherkaoui Mitsuo Kawato Hakwan Lau Megan A. K. Peters 11 1 0 17 Aug 2022
Adaptive Domain Generalization via Online Disagreement Minimization X. Zhang Ying-Cong Chen OOD 24 5 0 03 Aug 2022
Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures Leena Mathur R. Adolphs Maja J. Matarić CVBM 35 1 0 31 Jul 2022
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation Xinrong Hu Corey Wang Yiyu Shi MedIm 43 1 0 27 Jul 2022
Domain-invariant Feature Exploration for Domain Generalization Wang Lu Jindong Wang Haoliang Li Yiqiang Chen Xing Xie OOD 30 70 0 25 Jul 2022
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion Imaging Hana Haseljić S. Chatterjee R. Frysch V. Kulvait V. Semshchikov ... Inga Brüsch T. Werncke Oliver Speck A. Nürnberger G. Rose OOD 35 2 0 20 Jul 2022
Invariant Feature Learning for Generalized Long-Tailed Classification Kaihua Tang Mingyuan Tao Jiaxin Qi Zhenguang Liu Hanwang Zhang VLM 32 52 0 19 Jul 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Yuan Yao Fengze Liu Zongwei Zhou Yan Wang Wei Shen Alan L. Yuille Yongyi Lu OOD 21 9 0 06 Jul 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang Ziyuan Zhao Theodoros Tsiligkaridis Marinka Zitnik AI4TS 28 272 0 17 Jun 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Julian Gebele Bonifaz Stuhr Johann Haselberger 26 12 0 16 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 44 1 0 31 May 2022
Towards Robust 3D Object Recognition with Dense-to-Sparse Deep Domain Adaptation P. Murali Cong Wang R. Dahiya Mohsen Kaboli 3DPC 37 4 0 07 May 2022
Disentangled and Side-aware Unsupervised Domain Adaptation for Cross-dataset Subjective Tinnitus Diagnosis Yun Yvonna Li Zhe Liu L. Yao Jessica J.M.Monaghan David Mcalpine 28 7 0 03 May 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation Zheng Chen Durgakant Pushp Lantao Liu 19 6 0 20 Apr 2022
Model-agnostic Multi-Domain Learning with Domain-Specific Adapters for Action Recognition Kazuki Omi Jun Kimata Toru Tamaki 23 7 0 15 Apr 2022
Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices K. Bhardwaj James Diffenderfer B. Kailkhura Maya Gokhale AAML OOD 44 3 0 21 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 36 2 0 09 Mar 2022
Domain-Augmented Domain Adaptation Qiuhao Zeng Tianze Luo Boyu Wang 16 2 0 21 Feb 2022
A Survey on Programmatic Weak Supervision Jieyu Zhang Cheng-Yu Hsieh Yue Yu Chao Zhang Alexander Ratner 24 91 0 11 Feb 2022
Cross-Domain Few-Shot Graph Classification Kaveh Hassani 18 31 0 20 Jan 2022
Deep Optimal Transport for Domain Adaptation on SPD Manifolds Ce Ju Cuntai Guan 48 3 0 15 Jan 2022
Feature matching as improved transfer learning technique for wearable EEG E. Heremans Huy P Phan A. Ansari Pascal Borzée B. Buyse D. Testelmans M. D. Vos OOD 21 10 0 29 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 42 15 0 28 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 24 48 0 30 Nov 2021
Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions Huy P Phan Kaare B. Mikkelsen 19 93 0 03 Nov 2021
Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation Di Jin Bunyamin Sisman Hao Wei Xin Luna Dong Danai Koutra 16 11 0 27 Oct 2021
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity Bernd Gruner Matthias Körschens Björn Barz Joachim Denzler 22 0 0 22 Oct 2021
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation A. Tavera Fabio Cermelli Carlo Masone Barbara Caputo 29 19 0 22 Oct 2021
MixNorm: Test-Time Adaptation Through Online Normalization Estimation Xuefeng Hu M. Uzunbas Sirius Chen Rui Wang Ashish Shah Ram Nevatia Ser-Nam Lim TTA 28 47 0 21 Oct 2021
Dynamic Feature Alignment for Semi-supervised Domain Adaptation Yu Zhang G. Liang Nathan Jacobs 30 10 0 18 Oct 2021
MEMO: Test Time Robustness via Adaptation and Augmentation Marvin Zhang Sergey Levine Chelsea Finn OOD TTA 40 303 0 18 Oct 2021
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis Sumit Shekhar Bhanu Prakash Reddy Guda Ashutosh Chaubey Ishan Jindal Avanish Jain 33 0 0 01 Oct 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li R. L. Jin ViT 59 215 0 13 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption A. Frikha Denis Krompass Volker Tresp OOD 35 1 0 09 Sep 2021
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Nico Messikommer Daniel Gehrig Mathias Gehrig Davide Scaramuzza 28 43 0 06 Sep 2021
Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection Minjie Cai Minyi Luo Xionghu Zhong Hao Chen OOD 27 6 0 28 Aug 2021
Unsupervised Local Discrimination for Medical Images Huai Chen Renzhen Wang Xiuying Wang Jieyu Li Qu Fang Hui Li Jianhao Bai Qing Peng Deyu Meng Lisheng Wang SSL 20 7 0 21 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 24 0 0 14 Aug 2021