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self-supervised learning
Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey.
Longlong Jing, Yingli Tian
IEEE Trans Pattern Anal Mach Intell
. 11, 2021.43(11):4037-4058 Print-Electronic
Source:PubMed
PMID:
32386141
doi:10.1109/TPAMI.2020.2992393
Self-supervised Learning: A Succinct Review.
Veenu Rani, Syed Tufael Nabi, Munish Kumar, Ajay Mittal, Krishan Kumar
Arch Comput Methods Eng
. 2023.30(4):2761-2775 Print-Electronic
Source:PubMed
PMID:
36713767
doi:10.1007/s11831-023-09884-2
Self-supervised ARTMAP.
Gregory P Amis, Gail A Carpenter
Neural Netw
. Mar, 2010.23(2):265-82 Print-Electronic
Source:PubMed
PMID:
19699053
doi:10.1016/j.neunet.2009.07.026
Self-Supervised Multimodal Learning: A Survey.
Yongshuo Zong, Oisin Mac Aodha, Timothy Hospedales
IEEE Trans Pattern Anal Mach Intell
. Aug 07, 2024.PP: Print-Electronic
Source:PubMed
PMID:
39110564
doi:10.1109/TPAMI.2024.3429301
Self-supervised representation learning from 12-lead ECG data.
Temesgen Mehari, Nils Strodthoff
Comput Biol Med
. 02, 2022.141:105114 Print-Electronic
Source:PubMed
PMID:
34973584
doi:10.1016/j.compbiomed.2021.105114
Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning.
Lang Huang, Chao Zhang, Hongyang Zhang
IEEE Trans Pattern Anal Mach Intell
. Mar, 2024.46(3):1362-1377 Print-Electronic
Source:PubMed
PMID:
36306295
doi:10.1109/TPAMI.2022.3217792
Unsupervised and self-supervised deep learning approaches for biomedical text mining.
Mohamed Nadif, François Role
Brief Bioinform
. 03 22, 2021.22(2):1592-1603 Print
Source:PubMed
PMID:
33569575
doi:10.1093/bib/bbab016
Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning Model.
Zhihao Bao, Kun Qian, Zhonghao Zhao, Mengkai Sun, Ruolan Huang, Dewen Xu, Bin Hu, Yoshiharu Yamamoto, Bjorn W Schuller
Annu Int Conf IEEE Eng Med Biol Soc
. 07, 2023.2023:1-4 Print
Source:PubMed
PMID:
38082647
doi:10.1109/EMBC40787.2023.10340705
SERE: Exploring Feature Self-Relation for Self-Supervised Transformer.
Zhong-Yu Li, Shanghua Gao, Ming-Ming Cheng
IEEE Trans Pattern Anal Mach Intell
. Dec, 2023.45(12):15619-15631 Print-Electronic
Source:PubMed
PMID:
37647184
doi:10.1109/TPAMI.2023.3309979
Audio-Based Emotion Recognition Using Self-Supervised Learning on an Engineered Feature Space.
Peranut Nimitsurachat, Peter Washington
AI (Basel)
. Mar, 2024.5(1):195-207 Print-Electronic
Source:PubMed
PMID:
38715564
doi:10.3390/ai5010011
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