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2020 – today
- 2024
[i6]Shiyu Duan, Runsheng Zhang, Mengmeng Chen, Ziyi Wang, Shixiao Wang:
Efficient and Aesthetic UI Design with a Deep Learning-Based Interface Generation Tree Algorithm. CoRR abs/2410.17586 (2024)- 2023
- [j5]Shiyu Duan, Spencer Chang, José C. Príncipe:
Labels, Information, and Computation: Efficient Learning Using Sufficient Labels. J. Mach. Learn. Res. 24: 31:1-31:35 (2023) - 2022
- [j4]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): 39-51 (2022) - [j3]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: 4405-4416 (2022) - [j2]Shiyu Duan, Shujian Yu, José C. Príncipe:
Modularizing Deep Learning via Pairwise Learning With Kernels. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1441-1451 (2022) - 2021
- [i5]Shiyu Duan, José C. Príncipe:
Training Deep Architectures Without End-to-End Backpropagation: A Brief Survey. CoRR abs/2101.03419 (2021) - [i4]Shiyu Duan, José C. Príncipe:
Labels, Information, and Computation: Efficient, Privacy-Preserving Learning Using Sufficient Labels. CoRR abs/2104.09015 (2021) - 2020
- [j1]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): 97-135 (2020) - [i3]Shiyu Duan, Shujian Yu, José C. Príncipe:
Modularizing Deep Learning via Pairwise Learning With Kernels. CoRR abs/2005.05541 (2020) - [i2]Shiyu Duan, Huaijin G. Chen, Jinwei Gu:
JPAD-SE: High-Level Semantics for Joint Perception-Accuracy-Distortion Enhancement in Image Compression. CoRR abs/2005.12810 (2020)
2010 – 2019
- 2018
- [i1]Shiyu Duan, Yunmei Chen, José C. Príncipe:
Learning Multiple Levels of Representations with Kernel Machines. CoRR abs/1802.03774 (2018) - 2015
- [c1]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: 1070-1077
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