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Shiyu Duan
Shiyu Duan
University of Florida
Zweryfikowany adres z ufl.edu
Tytuł
Cytowane przez
Cytowane przez
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Modularizing deep learning via pairwise learning with kernels
S Duan, S Yu, JC Príncipe
IEEE Transactions on Neural Networks and Learning Systems 33 (4), 1441-1451, 2021
282021
On kernel method–based connectionist models and supervised deep learning without backpropagation
S Duan, S Yu, Y Chen, JC Principe
Neural computation 32 (1), 97-135, 2020
182020
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods
S Duan, JC Príncipe
IEEE Computational Intelligence Magazine 17 (4), 39-51, 2022
11*2022
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression
S Duan, H Chen, J Gu
IEEE Transactions on Image Processing 31, 4405-4416, 2022
82022
Labels, Information, and Computation: Efficient Learning Using Sufficient Labels
S Duan, S Chang, JC Prıncipe
Journal of Machine Learning Research 24 (31), 1-35, 2023
72023
Unifying Kernel Methods and Neural Networks and Modularizing Deep Learning
S Duan
University of Florida, 2020
12020
MACHINE LEARNING DEVELOPMENT USING SUFFICIENTLY-LABELED DATA
JC Principe, S Duan
US Patent App. 17/584,505, 2022
2022
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