Hierarchical Optimization-Derived Learning-Reference-Cited by-同舟云学术

Hierarchical Optimization-Derived Learning

Published:2023-12 Issue:12 Volume:45 Page:14693-14708
ISSN:0162-8828
Container-title:IEEE Transactions on Pattern Analysis and Machine Intelligence
language:
Short-container-title:IEEE Trans. Pattern Anal. Mach. Intell.

Author:

Liu Risheng¹^ORCID,Liu Xuan¹,Zeng Shangzhi²^ORCID,Zhang Jin³^ORCID,Zhang Yixuan⁴^ORCID

Affiliation:

1. DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, China

2. Department of Mathematics and Statistics, University of Victoria, Victoria, BC, Canada

3. Department of Mathematics, SUSTech International Center for Mathematics, Southern University of Science and Technology, National Center for Applied Mathematics Shenzhen, and Peng Cheng Laboratory, Shenzhen, China

4. Department of Applied Mathematics, The Hong Kong Polytechnic University, Hung Hom, Hong Kong SAR, China

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Shenzhen Science and Technology Program

Basic and Applied Basic Research Foundation of Guangdong Province

Natural Science Foundation of Shandong Province

Pacific Institute for the Mathematical Sciences

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Link

http://xplorestaging.ieee.org/ielx7/34/10308548/10251612.pdf?arnumber=10251612

Reference63 articles.

1. Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing

2. Learning to optimize: A primer and a benchmark;Chen;J. Mach. Learn. Res.,2022

3. Optimization-derived learning with essential convergence analysis of training and hyper-training;Liu

4. Hyperparameter Optimization

5. Auto-WEKA

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-10

2. Solving Bilevel Programs Based on Lower-Level Mond-Weir Duality;INFORMS Journal on Computing;2024-02-15