Professor Yonina Eldar of the Weizmann Institute of Science delivered the William Mong Distinguished Lecture titled “Model Based Deep Learning: Applications to Imaging and Communications” on June 5, 2024 at Lecture Theatre C, LG1/F, Chow Yei Ching Building, HKU. The talk was facilitated by Professor Kaibin Huang of the Department of Electrical and Electronic Engineering.
During the lecture, Professor Eldar discussed the limitations of deep neural networks due to their lack of interpretability and reliance on large training sets. She also introduced model-based learning approaches that combine parametric models with optimisation tools and classical algorithms to create efficient and interpretable networks from smaller training sets.
Professor David Srolovitz (left) and Professor Yonina Eldar (right).
Professor Yonina Eldar delivered the lecture.