Transfer Adaptation Learning: A Decade Survey

12 March 2019

Lei Zhang

Xinbo Gao

Papers citing "Transfer Adaptation Learning: A Decade Survey"

24 / 24 papers shown

Title
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 Feb 2024
DAPlankton: Benchmark Dataset for Multi-instrument Plankton Recognition via Fine-grained Domain Adaptation Daniel Batrakhanov T. Eerola K. Kraft Lumi Haraguchi L. Lensu S. Suikkanen María Teresa Camarena-Gómez Jukka Seppälä Heikki Kälviäinen 26 3 0 08 Feb 2024
A Recent Survey of Heterogeneous Transfer Learning Runxue Bao Yiming Sun Yuhe Gao Jindong Wang Qiang Yang Zhi-Hong Mao Ye Ye 27 4 0 12 Oct 2023
Selective Pre-training for Private Fine-tuning Da Yu Sivakanth Gopi Janardhan Kulkarni Zinan Lin Saurabh Naik Tomasz Religa Jian Yin Huishuai Zhang 35 19 0 23 May 2023
A Survey on Class Imbalance in Federated Learning Jing Zhang Chuanwen Li Jianzgong Qi Jiayuan He FedML 47 13 0 21 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 35 50 0 13 Feb 2023
Domain-Generalizable Multiple-Domain Clustering Amit Rozner Barak Battash Lior Wolf Ofir Lindenbaum SSL OOD 32 7 0 31 Jan 2023
On-device Training: A First Overview on Existing Systems Shuai Zhu Thiemo Voigt Jeonggil Ko Fatemeh Rahimian 34 14 0 01 Dec 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 24 56 0 15 Nov 2022
Renewing Iterative Self-labeling Domain Adaptation with Application to the Spine Motion Prediction Gecheng Chen Yu Zhou Xudong Zhang Rui Tuo 22 1 0 14 Nov 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 33 2 0 09 Mar 2022
Playful Interactions for Representation Learning Sarah Young Jyothish Pari Pieter Abbeel Lerrel Pinto SSL 44 14 0 19 Jul 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 45 529 0 18 Feb 2021
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 39 264 0 01 Sep 2020
Federated and continual learning for classification tasks in a society of devices F. Casado Dylan Lema R. Iglesias Carlos V. Regueiro S. Barro FedML 19 2 0 12 Jun 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 166 198 0 23 Mar 2020
Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning Lei Tian Yongqiang Tang Liangchen Hu Zhida Ren Wensheng Zhang 45 62 0 20 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 135 284 0 20 Mar 2020
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 53 270 0 13 Mar 2020
Probability Weighted Compact Feature for Domain Adaptive Retrieval Fuxiang Huang Lei Zhang Yang Yang Xichuan Zhou 35 33 0 06 Mar 2020
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks Peixiang Zhong Di Wang C. Miao 39 513 0 18 Jul 2019
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 136 154 0 03 May 2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation Debasmit Das C.S. George Lee OOD 26 60 0 01 May 2018
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 94 233 0 28 Feb 2017