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The AIMS Conference Series
Parallel Session 18 :: Friday, 12/20, 14:00-16:00
Special Session 122
Understanding the Learning of Deep Networks: Expressivity, Optimization, and Generalization
Organizer(s): Shijun , Feng-Lei , Juncai
Conference Hall B (C)
14:00-14:30
Gen Li (The Chinese University of Hong Kong, Hong Kong)
Faster Convergence and Acceleration for Diffusion-Based Generative Models
14:30-15:00
Juncai He (The King Abdullah University of Science and Technology, Saudi Arabia)
On the Expressivity of Neural Networks and Its Applications
15:30-16:00
Shijun Zhang (The Hong Kong Polytechnic University, Hong Kong)
Overcoming High-Frequency Challenges: From Shallow to Multi-layer Neural Networks