A Brief Review of Domain Adaptation

7 October 2020

Papers citing "A Brief Review of Domain Adaptation"

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Title
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models S. Shoushtari Edward P. Chandler Yuanhao Wang M. Salman Asif Ulugbek S. Kamilov DiffM 7 0 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 131 0 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 47 0 0 23 Apr 2025
Automated Measurement of Eczema Severity with Self-Supervised Learning Neelesh Kumar Oya Aran 19 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 29 0 0 13 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 48 0 0 03 Apr 2025
GMapLatent: Geometric Mapping in Latent Space Wei Zeng Xuebin Chang Jianghao Su X. Gu Jian Sun Zongben Xu 49 0 0 30 Mar 2025
Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification Zequn Zeng Yudi Su Jianqiao Sun Tiansheng Wen Hao Zhang Zhengjue Wang Bo Chen Hongwei Liu Jiawei Ma VLM 60 0 0 24 Mar 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? Yuechen Xie Jie Song Huiqiong Wang Mingli Song 55 0 0 12 Mar 2025
Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis W. Wu Hao Zhang Zhisen Wei Xiao-Yuan Jing Qinghua Zhang Songsong Wu 43 0 0 11 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 Y. Wang 45 0 0 10 Mar 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 135 1 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 45 0 0 08 Mar 2025
Similarity-Based Domain Adaptation with LLMs Jie He Wendi Zhou Xiang Li Jeff Z. Pan 49 0 0 07 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 52 0 0 07 Mar 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 45 0 0 21 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 65 0 0 15 Feb 2025
Nested subspace learning with flags Tom Szwagier Xavier Pennec 53 0 0 09 Feb 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education Yanhao Jia Xinyi Wu Hao Li Qinglin Zhang Yuxiao Hu Shuai Zhao Wenqi Fan 48 2 0 09 Feb 2025
GDO: Gradual Domain Osmosis Zixi Wang Yubo Huang 160 0 0 31 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 51 1 0 28 Jan 2025
Evolution and The Knightian Blindspot of Machine Learning Joel Lehman Elliot Meyerson Tarek El-Gaaly Kenneth O. Stanley Tarin Ziyaee 86 1 0 22 Jan 2025
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification Shrihan Agarwal A. Ćiprijanović Brian D. Nord OOD 43 0 0 08 Jan 2025
Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-based Indoor Localization Son Minh Nguyen Linh Duy Tran Duc Viet Le Paul J. M Havinga 67 0 0 13 Dec 2024
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning Hui-Yue Yang Hui Chen Ao Wang Kai Chen Zijia Lin Yongliang Tang Pengcheng Gao Yuming Quan J. Han Guiguang Ding VLM 80 2 0 26 Nov 2024
Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions Mai Elkady Thu Bui Bruno Ribeiro David I. Inouye 62 0 0 20 Nov 2024
Theoretically Guaranteed Distribution Adaptable Learning Chao Xu Xijia Tang Guoqing Liu Yuhua Qian Chenping Hou OOD 39 0 0 05 Nov 2024
AI-Driven Human-Autonomy Teaming in Tactical Operations: Proposed Framework, Challenges, and Future Directions D. Hagos Hassan El Alami D. Rawat 29 1 0 28 Oct 2024
Revisiting Technical Bias Mitigation Strategies Abdoul Jalil Djiberou Mahamadou Artem A. Trotsyuk 31 0 0 22 Oct 2024
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Paxson Swierc Marcos Tamargo-Arizmendi A. Ćiprijanović Brian D. Nord 33 1 0 21 Oct 2024
SYNOSIS: Image synthesis pipeline for machine vision in metal surface inspection Juraj Fulir Natascha Jeziorski Lovro Bosnar Hans Hagen C. Redenbach Petra Gospodnetić Tobias Herrfurth Marcus Trost Thomas Gischkat 37 0 0 18 Oct 2024
Ensemble-based, large-eddy reconstruction of wind turbine inflow in a near-stationary atmospheric boundary layer through generative artificial intelligence A. Rybchuk Luis A. Martínez-Tossas Stefano Letizia N. Hamilton Andy Scholbrock Emina Maric Daniel R. Houck Thomas G. Herges Nathaniel B. de Velder P. Doubrawa AI4CE 30 0 0 17 Oct 2024
Deep Transfer Learning: Model Framework and Error Analysis Yuling Jiao Huazhen Lin Yuchen Luo Jerry Zhijian Yang 44 1 0 12 Oct 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection Haoyue Bai Jifan Zhang Robert Nowak 30 6 0 10 Oct 2024
Generalizing to any diverse distribution: uniformity, gentle finetuning and rebalancing Andreas Loukas Karolis Martinkus Ed Wagstaff Kyunghyun Cho OOD 28 1 0 08 Oct 2024
Domains as Objectives: Domain-Uncertainty-Aware Policy Optimization through Explicit Multi-Domain Convex Coverage Set Learning Wendyam Eric Lionel Ilboudo Taisuke Kobayashi Takamitsu Matsubara 25 0 0 07 Oct 2024
ReFine: Boosting Time Series Prediction of Extreme Events by Reweighting and Fine-tuning Jimeng Shi Azam Shirali Giri Narasimhan AI4TS 41 0 0 21 Sep 2024
Adaptative Context Normalization: A Boost for Deep Learning in Image Processing Bilal Faye Hanane Azzag M. Lebbah D. Bouchaffra OOD 34 0 0 07 Sep 2024
Unsupervised Adaptive Normalization Bilal Faye Hanane Azzag M. Lebbah Fangchen Fang 26 0 0 07 Sep 2024
Contrastive Learning-based User Identification with Limited Data on Smart Textiles Yunkang Zhang Ziyu Wu Zhen Liang Fangting Xie Quan Wan Mingjie Zhao Xiaohui Cai 33 0 0 06 Sep 2024
Counterfactual Fairness by Combining Factual and Counterfactual Predictions Zeyu Zhou Tianci Liu Ruqi Bai Jing Gao Murat Kocaoglu David I. Inouye 49 2 0 03 Sep 2024
Diffusion based multi-domain neuroimaging harmonization method with preservation of anatomical details Haoyu Lan Bino A. Varghese Nasim Sheikh-Bahaei Farshid Sepehrband A. Toga Jeiran Choupan DiffM MedIm 29 0 0 01 Sep 2024
CathAction: A Benchmark for Endovascular Intervention Understanding Baoru Huang Tuan Vo Chayun Kongtongvattana G. Dagnino Dennis Kundrat ... Francisco Vasconcelos Danail Stoyanov Daniel Elson Ferdinando Rodriguez y Baena Anh Nguyen 44 2 0 23 Aug 2024
Domain Adaptation for Offline Reinforcement Learning with Limited Samples Weiqin Chen Sandipan Mishra Santiago Paternain OffRL 38 2 0 22 Aug 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach Yarin Bar Shalev Shaer Yaniv Romano TTA OOD 58 3 0 14 Aug 2024
Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi Hamza Kheddar Yassine Himeur A. Boukabou Shadi Atalla W. Mansoor Hussain Al-Ahmad 40 5 0 08 Aug 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yongcan Yu Lijun Sheng Ran He Jian Liang TTA 42 2 0 22 Jul 2024
Domain Generalization for 6D Pose Estimation Through NeRF-based Image Synthesis Antoine Legrand R. Detry Christophe De Vleeschouwer 37 1 0 15 Jul 2024
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Wenhao Xu Wenming Weng Yueyi Zhang Zhiwei Xiong VLM 39 0 0 09 Jul 2024
Towards Training Music Taggers on Synthetic Data N. Kroher Steven Manangu A. Pikrakis 52 1 0 02 Jul 2024