Exploring Structural Sparsity of Deep Networks Via Inverse Scale Spaces

Author:

Fu Yanwei1ORCID,Liu Chen2ORCID,Li Donghao2ORCID,Zhong Zuyuan1,Sun Xinwei1,Zeng Jinshan3ORCID,Yao Yuan2ORCID

Affiliation:

1. School of Data Science, Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai, China

2. Hong Kong University of Science and Technology, Hong Kong

3. School of Computer and Information Engineering, Jiangxi Normal University, Nanchang, China

Funder

HKRGC

National Natural Science Foundation of China

Thousand Talents Plan of Jiangxi Province

Research Grants Council Joint Research Scheme

Hong Kong Research Grant Council

Tencent AI Lab

Si Family Foundation

Microsoft Research Asia

HKRGC Collaborative Research Fund

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

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

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5. Convergence of the linearized Bregman iteration for ℓ₁-norm minimization

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