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Deep Visual Domain Adaptation: A Survey

10 February 2018

Papers citing "Deep Visual Domain Adaptation: A Survey"

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Title
Rethinking Propagation for Unsupervised Graph Domain Adaptation Meihan Liu Zeyu Fang Zhen Zhang Ming Gu Sheng Zhou Xin Eric Wang Jiajun Bu AI4CE 88 16 0 08 Feb 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection Fan Wu Jinling Gao Lanqing Hong Xinbing Wang Cheng Zhou Nanyang Ye 79 10 0 07 Feb 2024
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views Yuji Roh Qingyun Liu Huan Gui Zhe Yuan Yujin Tang ... Liang Liu Shuchao Bi Lichan Hong Ed H. Chi Zhe Zhao 136 2 0 07 Feb 2024
Online Transfer Learning for RSV Case Detection Yiming Sun Yuhe Gao Runxue Bao Gregory F. Cooper J. Espino Harry Hochheiser Marian G. Michaels J. M. Aronis Chenxi Song Ye Ye 67 2 0 03 Feb 2024
Location Agnostic Adaptive Rain Precipitation Prediction using Deep Learning Md Shazid Islam Md Saydur Rahman Md. Ehsanul Haque Farhana Akter Tumpa M. Hossain A. Arabi 67 6 0 02 Feb 2024
Producing Plankton Classifiers that are Robust to Dataset Shift Cheng Chen S. Kyathanahally Marta Reyes Stefanie Merkli E. Merz Emanuele Francazi Marvin Hoege F. Pomati Marco Baity-Jesi 110 3 0 25 Jan 2024
Robustness to distribution shifts of compressed networks for edge devices Lulan Shen Ali Edalati Brett H. Meyer Warren Gross James J. Clark 67 0 0 22 Jan 2024
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images Negar Golestani Aihui Wang Gregory R Bean M. Rusu MedIm 83 1 0 18 Jan 2024
Synthetic Data Generation Framework, Dataset, and Efficient Deep Model for Pedestrian Intention Prediction Muhammad Naveed Riaz Maciej Wielgosz Abel Garcia Romera Antonio M. Lopez 83 4 0 12 Jan 2024
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Serban Stan Mohammad Rostami OOD CLL 58 0 0 02 Jan 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Li Ren Chen Chen Liqiang Wang Kien Hua 98 8 0 01 Jan 2024
Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection H. Sahbi 81 0 0 28 Dec 2023
Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Qiuqiang Kong Feiran Yang Mark D. Plumbley Jun Yang 78 1 0 27 Dec 2023
Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling Leander van den Heuvel Gertjan J. Burghouts David W. Zhang G. Englebienne Sabina B. van Rooij DiffM 63 0 0 19 Dec 2023
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes J. L. Gómez Manuel Silva Antonio Seoane Agnes Borrás Mario Noriega Germán Ros Jose A. Iglesias-Guitian Antonio M. López 3DPC 225 13 0 19 Dec 2023
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization Yanan Wu Zhixiang Chi Yang Wang Konstantinos N. Plataniotis Songhe Feng OOD 91 20 0 15 Dec 2023
Towards Context-Aware Domain Generalization: Understanding the Benefits and Limits of Marginal Transfer Learning Jens Müller Lars Kühmichel Martin Rohbeck Stefan T. Radev Ullrich Kothe OOD 82 0 0 15 Dec 2023
Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 140 10 0 13 Dec 2023
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics Jenny Hamer Eleni Triantafillou B. V. Merrienboer Stefan Kahl Holger Klinck Tom Denton Vincent Dumoulin 73 15 0 12 Dec 2023
Oracle Character Recognition using Unsupervised Discriminative Consistency Network Mei Wang Weihong Deng Sen Su 61 12 0 11 Dec 2023
Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation Houcheng Su Daixian Liu Mengzhu Wang Wei Wang TTA 77 1 0 10 Dec 2023
Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI Pablo Laso Stefano Cerri Annabel Sorby-Adams Jennifer Guo F. Mateen ... J. Wolterink Arman Eshaghi F. Barkhof W. T. Kimberly J. Iglesias 37 15 0 08 Dec 2023
Sound Source Localization for a Source inside a Structure using Ac-CycleGAN S. Kita Choong Sik Park Y. Kajikawa 65 0 0 08 Dec 2023
Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy Wyatt Bridgman Uma Balakrishnan Reese E. Jones Jiefu Chen Xuqing Wu Cosmin Safta Yueqin Huang Mohammad Khalil 28 0 0 07 Dec 2023
Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning Aristotelis Ballas Vasileios Papapanagiotou Christos Diou 52 0 0 01 Dec 2023
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing Lianrui Mu Jianhong Bai Xiaoxuan He Jiangnan Ye Xiaoyu Liang Yuchen Yang Jiedong Zhuang Haoji Hu 87 2 0 30 Nov 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu Oula Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 76 7 0 28 Nov 2023
MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization Can Sun Hao Zheng Zhigang Hu Liu Yang Meiguang Zheng Bo Xu 63 0 0 27 Nov 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval Fan Jiang Tom Drummond Trevor Cohn 97 2 0 27 Nov 2023
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement Avani Gupta Saurabh Saini P. J. Narayanan 97 8 0 26 Nov 2023
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 99 0 0 21 Nov 2023
A2XP: Towards Private Domain Generalization Geunhyeok Yu Hyoseok Hwang 96 0 0 17 Nov 2023
Cross-domain feature disentanglement for interpretable modeling of tumor microenvironment impact on drug response Jia Zhai Hui Liu 37 0 0 15 Nov 2023
Robust and Communication-Efficient Federated Domain Adaptation via Random Features Zhanbo Feng Yuanjie Wang Jie Li Fan Yang Jiong Lou Tiebin Mi Robert C. Qiu Zhenyu Liao 59 3 0 08 Nov 2023
Risk of Transfer Learning and its Applications in Finance Haoyang Cao Haotian Gu Xin Guo Mathieu Rosenbaum 74 0 0 06 Nov 2023
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization Prathmesh Bele Valay Bundele Avigyan Bhattacharya Ankit Jha Gemma Roig Biplab Banerjee 75 5 0 05 Nov 2023
Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets Andrea Roncoli A. Ćiprijanović M. Voetberg F. Villaescusa-Navarro Brian D. Nord AI4CE OOD 81 7 0 02 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Shitian Zhao Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 84 6 0 02 Nov 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 97 18 0 31 Oct 2023
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization Hao Dong Ismail Nejjar Han Sun Eleni Chatzi Olga Fink 99 25 0 30 Oct 2023
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation Jiesi Hu Yanwu Yang Xutao Guo Jinghua Wang Heather Ting Ma MedIm 79 1 0 27 Oct 2023
Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement Xingchen Zhao Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 56 10 0 25 Oct 2023
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 93 12 0 24 Oct 2023
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding Ming Hu Lin Wang Siyuan Yan Don Ma Qingli Ren Peng Xia Wei Feng Peibo Duan Lie Ju Zongyuan Ge 85 15 0 20 Oct 2023
Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models Vishaal Udandarao Max F. Burg Samuel Albanie Matthias Bethge VLM 67 9 0 12 Oct 2023
A Recent Survey of Heterogeneous Transfer Learning Runxue Bao Yiming Sun Yuhe Gao Jindong Wang Qiang Yang Zhi-Hong Mao Ye Ye 86 4 0 12 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 74 2 0 07 Oct 2023
Layer-Adapted Implicit Distribution Alignment Networks for Cross-Corpus Speech Emotion Recognition Yan Zhao Yuan Zong Jincen Wang Hailun Lian Cheng Lu Li Zhao Wenming Zheng CVBM 53 3 0 06 Oct 2023
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images Sireesha Chamarthi Katharina Fogelberg Roman C. Maron T. Brinker Julia Niebling OOD 65 0 0 05 Oct 2023
Prompting-based Temporal Domain Generalization Sepidehsadat Hosseini Mengyao Zhai Hossein Hajimirsadegh Frederick Tung AI4TS AI4CE OOD 70 0 0 03 Oct 2023