A Brief Review of Domain Adaptation

7 October 2020

Papers citing "A Brief Review of Domain Adaptation"

50 / 221 papers shown

Title
Machine and Deep Learning for Indoor UWB Jammer Localization Hamed Fard Mahsa Kholghi Benedikt Groß Gerhard Wunder AAML 12 0 0 03 Nov 2025
Saliency-Guided Domain Adaptation for Left-Hand Driving in Autonomous Steering Zahra Mehraban Sebastien Glaser Michael Milford Ronald Schroeter 0 0 0 03 Nov 2025
Test-Time Tuned Language Models Enable End-to-end De Novo Molecular Structure Generation from MS/MS Spectra Laura Mismetti Marvin Alberts Andreas Krause Mara Graziani 0 0 0 27 Oct 2025
Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact Prediction Jannis Fleckenstein David Kreismann Tamara Rosemary Govindasamy Thomas Brunschwiler Etienne Vos Mattia Rigotti AI4CE 24 0 0 21 Oct 2025
Latent Uncertainty Representations for Video-based Driver Action and Intention Recognition Koen Vellenga H. Steinhauer Jonas Andersson Anders Sjögren 48 0 0 06 Oct 2025
Predictive Coding-based Deep Neural Network Fine-tuning for Computationally Efficient Domain Adaptation Matteo Cardoni Sam Leroux 16 0 0 24 Sep 2025
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training Shuo Cheng Liqian Ma Zhenyang Chen Ajay Mandlekar Caelan Reed Garrett Danfei Xu OOD 56 0 0 23 Sep 2025
Regularizing Extrapolation in Causal Inference David Arbour Harsh Parikh Bijan Niknam Elizabeth A. Stuart Kara E. Rudolph Avi Feller 69 0 0 21 Sep 2025
Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model David Kreismann AI4CE 12 0 0 20 Sep 2025
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025 Gianlucca L. Zuin Adriano Veloso 36 0 0 11 Sep 2025
HyperTTA: Test-Time Adaptation for Hyperspectral Image Classification under Distribution Shifts Xia Yue Anfeng Liu Ning Chen Chenjia Huang Hui Liu Zhou Huang Leyuan Fang 53 0 0 10 Sep 2025
Domain Adaptation Techniques for Natural and Medical Image ClassificationInformation Sciences (Inf. Sci.), 2025 Ahmad Chaddad Yihang Wu R. Kateb Christian Desrosiers OOD 88 0 0 28 Aug 2025
RICO: Two Realistic Benchmarks and an In-Depth Analysis for Incremental Learning in Object Detection Matthias Neuwirth-Trapp Maarten Bieshaar Danda Pani Paudel Luc Van Gool 73 1 0 19 Aug 2025
EvoPSF: Online Evolution of Autonomous Driving Models via Planning-State Feedback Jiayue Jin Lang Qian Jingyu Zhang Chuanyu Ju Liang Song 28 0 0 15 Aug 2025
ETA: Energy-based Test-time Adaptation for Depth Completion Younjoon Chung Hyoungseob Park Patrick Rim Xiaoran Zhang Jihe He Ziyao Zeng Safa Cicek Byung-Woo Hong James S. Duncan Alex Wong TTA 190 1 0 08 Aug 2025
Handling Out-of-Distribution Data: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 L. Tamang Mohamed Reda Bouadjenek Richard Dazeley S. Aryal OOD OODD 122 3 0 25 Jul 2025
An Investigation of Test-time Adaptation for Audio Classification under Background Noise Weichuang Shao I. Liao Tomas Henrique Bode Maul T. Chandesa 70 0 0 21 Jul 2025
$A robust and versatile deep learning model for prediction of the arterial input function in dynamic small animal $\left[^{18}\text{F}\right]$FDG PET imaging$ A robust and versatile deep learning model for prediction of the arterial input function in dynamic small animal $\left[^{18}\text{F}\right]$ FDG PET imaging Christian Salomonsen L. Luppino Fredrik Aspheim Kristoffer Wickstrøm Elisabeth Wetzer Michael C. Kampffmeyer Rodrigo Berzaghi Rune Sundset Robert Jenssen Samuel Kuttner MedIm 53 1 0 03 Jul 2025
Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com Sergei Krutikov Bulat Khaertdinov Rodion Kiriukhin Shubham Agrawal Mozhdeh Ariannezhad Kees Jan de Vries LMTD 154 0 0 01 Jul 2025
Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series AnalysisACM Conference on Health, Inference, and Learning (CHIL), 2025 YongKyung Oh Alex Bui OOD AI4TS 64 0 0 27 Jun 2025
Real-Time Per-Garment Virtual Try-On with Temporal Consistency for Loose-Fitting Garments Zaiqiang Wu I-Chao Shen Takeo Igarashi 155 0 0 14 Jun 2025
Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting FrameworkInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Xiao Wei Xiaobao Wang Ning Zhuang Chenyang Wang L. Wang Jianwu Dang 82 1 0 10 Jun 2025
UniRes: Universal Image Restoration for Complex Degradations Mo Zhou Keren Ye M. Delbracio P. Milanfar Vishal M. Patel Hossein Talebi 110 2 0 05 Jun 2025
The Promise of Spiking Neural Networks for Ubiquitous Computing: A Survey and New Perspectives Hemanth Sabbella Archit Mukherjee Thivya Kandappu Sounak Dey Arpan Pal Archan Misra Dong Ma AI4TS 124 0 0 02 Jun 2025
Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data Yang Sui Qi Xu Y. Bai Annie Qu 127 2 0 30 May 2025
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models Shirin Shoushtari Edward P. Chandler Yuanhao Wang M. Salman Asif Ulugbek S. Kamilov DiffM 410 2 0 16 May 2025
Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks Christos Plachouras Julien Guinot George Fazekas Elio Quinton Emmanouil Benetos Johan Pauwels 685 3 0 09 May 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 167 0 0 23 Apr 2025
Automated Measurement of Eczema Severity with Self-Supervised Learning Neelesh Kumar Oya Aran 156 0 0 21 Apr 2025
Comorbidity-Informed Transfer Learning for Neuro-developmental Disorder Diagnosis Xin Wen Shijie Guo Wenbo Ning Rui Cao Jie Xiang Xiaobo Liu Jintai Chen 84 0 0 13 Apr 2025
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation Sheng Lian Dengfeng Pan Jianlong Cai Guang-Yong Chen Zhun Zhong Shaozi Li Shen Zhao Shuo Li 142 0 0 04 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 309 4 0 03 Apr 2025
GMapLatent: Geometric Mapping in Latent Space Wei Zeng Xuebin Chang Jianghao Su X. Gu Jian Sun Zongben Xu 165 0 0 30 Mar 2025
Explaining Domain Shifts in Language: Concept erasing for Interpretable Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2025 Zequn Zeng Yudi Su Jianqiao Sun Tiansheng Wen Hao Zhang Zhengjue Wang Bo Chen Hongwei Liu Jiawei Ma VLM 258 0 0 24 Mar 2025
AI-Powered Prediction of Nanoparticle Pharmacokinetics: A Multi-View Learning ApproachMaterials Today Communications (MTC), 2025 Amirhossein Khakpour Lucia Florescu Richard Tilley Haibo Jiang K. Swaminathan Iyer Gustavo Carneiro 99 4 0 18 Mar 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training?Computer Vision and Pattern Recognition (CVPR), 2025 Yuechen Xie Jie Song Huiqiong Wang Weilong Dai 138 1 0 12 Mar 2025
Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis Wei Wu Hao Zhang Zhisen Wei Xiao-Yuan Jing Qinghua Zhang Songsong Wu 130 0 0 11 Mar 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 775 26 0 10 Mar 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision Shaobin Zhuang Yiwei Guo Yanbo Ding Kunchang Li Xinyuan Chen Yaohui Wang Fangyikang Wang Ying Zhang Chen Li Yijiao Wang 152 2 0 10 Mar 2025
GrInAdapt: Scaling Retinal Vessel Structural Map Segmentation Through Grounding, Integrating and Adapting Multi-device, Multi-site, and Multi-modal Fundus Domains Zixuan Liu Aaron Honjaya Yuekai Xu Yi Zhang Hefu Pan Xin Wang Linda Shapiro Sheng Wang Ruikang K Wang OOD 130 0 0 08 Mar 2025
Similarity-Based Domain Adaptation with LLMs Jie He Wendi Zhou Xiang Li Jeff Z. Pan 157 0 0 07 Mar 2025
Generalizable Image Repair for Robust Visual Control Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 172 0 0 07 Mar 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data AnnotationInternational Conference on Intelligent User Interfaces (IUI), 2025 Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 204 4 0 21 Feb 2025
Unsupervised Structural-Counterfactual Generation under Domain Shift Krishn Vishwas Kher Lokesh Venkata Siva Maruthi Badisa Saksham Mittal Kusampudi Venkata Datta Sri Harsha Chitneedi Geetha Sowmya SakethaNath Jagarlapudi OOD CML 107 0 0 17 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution ShiftsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 310 2 0 15 Feb 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's EducationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yanhao Jia Xinyi Wu Hao Li Qinglin Zhang Yuxiao Hu Shuai Zhao Wenqi Fan 378 13 0 09 Feb 2025
Nested subspace learning with flags Tom Szwagier Xavier Pennec 198 2 0 09 Feb 2025
GDO:Gradual Domain Osmosis Zixi Wang Yushe Cao 774 0 0 31 Jan 2025
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imageryBrain Informatics (BI), 2024 Alexander Olza David Soto Roberto Santana 199 0 0 28 Jan 2025
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application Gonzalo Iñaki Quintana Laurence Vancamberg Vincent Jugnon Agnès Desolneux Mathilde Mougeot MedIm 221 2 0 28 Jan 2025