Transfer Learning with Dynamic Distribution Adaptation

17 September 2019

Papers citing "Transfer Learning with Dynamic Distribution Adaptation"

20 / 20 papers shown

Title
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 23 3 0 08 Feb 2024
Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 47 9 0 13 Dec 2023
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs Haohui Wang Yuzhen Mao Yujun Yan Yaoqing Yang Jianhui Sun ... Si Zhang Alison Hu Edward Bowen Tyler Cody Dawei Zhou 44 2 0 01 May 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 47 76 0 27 Apr 2023
Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review Hamza Kheddar Yassine Himeur A. Awad AI4CE 24 62 0 19 Apr 2023
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 24 38 0 17 Nov 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang Wei Li Weidong Sun Ran Tao Qian Du 20 188 0 04 Sep 2022
A Transfer Learning-Based Approach to Marine Vessel Re-Identification Guangmiao Zeng Wan-Neng Yu Rongjie Wang Anhui Lin 26 0 0 29 Jul 2022
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 16 4 0 15 May 2022
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation Yong-Jin Liu Chuan-Xian Ren Xiao-Lin Xu Ke-Kun Huang OOD 30 2 0 14 Mar 2022
Domain Adaptation via Prompt Learning Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 33 143 0 14 Feb 2022
FRuDA: Framework for Distributed Adversarial Domain Adaptation Shaoduo Gan Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 19 12 0 26 Dec 2021
TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion Yiheng Sun Tian Lu Cong Wang Yuan Li Huaiyu Fu Jingran Dong Y. Xu 16 2 0 04 Dec 2021
UBR $^2$ S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation Tobias Ringwald Rainer Stiefelhagen 22 0 0 22 Oct 2021
Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search Zhixiong Yue Pengxin Guo Yu Zhang 25 1 0 12 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 55 517 0 31 Aug 2021
AdaRNN: Adaptive Learning and Forecasting of Time Series Yuntao Du Jindong Wang Wenjie Feng Sinno Jialin Pan Tao Qin Renjun Xu Chongjun Wang AI4TS 35 236 0 10 Aug 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 54 1,170 0 02 Mar 2021
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation Wei Wang Baopu Li Shuhui Yang Jing Sun Zhengming Ding Junyang Chen Xiao Dong Zhihui Wang Haojie Li 34 11 0 25 Jan 2021
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 207 820 0 12 Jun 2018