Shiyu Duan

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 10

Top Topics

Deep Architectures

Kernel Machines

Image Compression

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Comput. Intell. Mag.

IEEE Trans. Image Process.

Publications

Shiyu Duan, Spencer Chang, José C. Príncipe
Labels, Information, and Computation: Efficient Learning Using Sufficient Labels. J. Mach. Learn. Res. 24 (2023)
Shiyu Duan, Huaijin G. Chen, Jinwei Gu
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression. IEEE Trans. Image Process. 31 (2022)
Shiyu Duan, Shujian Yu, José C. Príncipe
Modularizing Deep Learning via Pairwise Learning With Kernels. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Shiyu Duan, José C. Príncipe
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods. IEEE Comput. Intell. Mag. 17 (4) (2022)
Shiyu Duan, José C. Príncipe
Labels, Information, and Computation: Efficient, Privacy-Preserving Learning Using Sufficient Labels. CoRR (2021)
Shiyu Duan, José C. Príncipe
Training Deep Architectures Without End-to-End Backpropagation: A Brief Survey. CoRR (2021)
Shiyu Duan, Shujian Yu, Yunmei Chen, José C. Príncipe
On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation. Neural Comput. 32 (1) (2020)
Shiyu Duan, Shujian Yu, José C. Príncipe
Modularizing Deep Learning via Pairwise Learning With Kernels. CoRR (2020)
Shiyu Duan, Huaijin G. Chen, Jinwei Gu
JPAD-SE: High-Level Semantics for Joint Perception-Accuracy-Distortion Enhancement in Image Compression. CoRR (2020)
Shiyu Duan, Yunmei Chen, José C. Príncipe
Learning Multiple Levels of Representations with Kernel Machines. CoRR (2018)
Miao Wang, Mengying Wang, Dongyi Wang, Shiyu Duan, Yisheng Wang, Yanjun Huang, Huiliang Shang
The syndromes of lung cancer and compatibility of medicine in Traditional Chinese Medicine science treatment based on Clustering Algorithm. BIBM (2015)