2019 IEEE CAS Singapore Chapter Workshop
Graduate Student Workshop on "Machine learning and its applications"
co-organized by
IEEE Circuits and Systems Singapore Chapter
School of EEE, NTU
Teochew Doctorate Society, Singapore
Sponsored by the IEEE Circuits and Systems Society for Outreach Projects
Date: 6 August 2019
Time: 08.45am to 04.50pm
Venue: MLDA@EEE (S2.1-B4-01), NTU (Location Map)
Programme:
Breakfast ( 8 : 45 am - 9 : 15 am )
Welcome Address - Zhiping Lin, IEEE CASS Singapore Chapter Chair ( 9 : 15 am - 9 : 20 am )
Opening Address - Yap Peng Tan, Chair of School of EEE, NTU ( 9 : 20 am - 9 : 25 am )
Session I (A and B) ( 9 : 25 am - 12 : 00 pm ), chaired by Zhiping Lin - Associate Professor, School of EEE, NTU
( 9 : 25 am - 10 : 00 am ) Title: Selective Listening at Cocktail Party
Haizhou Li - President, Teochew Doctorate Society, Singapore; Professor, National University of Singapore
( 10 : 00 am - 10 : 30 am ) Title: When Deep Learning Meets IC Fabrication: A Data-Driven Approach for IC Design for Manufacturability
Chia-Wen Lin - Professor, National Tsing Hua University, Taiwan
( 10 : 30 am - 11 : 00 am ) Title: Deep Learning for In-Loop Filter Design in HEVC
Ce Zhu - Professor, University of Electronic Science and Technology of China, Chengdu, China
( 11 : 00 am - 11 : 30 am ) Title: Machine Learning in Perceptual Visual Signal Evaluation
Weisi Lin - Professor, Nanyang Technological University, Singapore
( 11 : 30 am - 12 : 00 pm ) Title: An Analytic Approach to Network Learning
Kar-Ann Toh - Professor, Yonsei University, South Korea
Lunch ( 12 : 00 pm - 1 : 00 pm )
Session II (C and D) ( 1 : 00 pm - 3 : 00 pm ), chaired by Arindam Basu - Associate Professor, School of EEE, NTU
( 1 : 00 pm - 1 : 30 pm ) Title: Machine Learning of Neuroimaging for Understanding and Diagnosis of Brain Diseases
Zhiguo Zhang - Professor, Shenzhen University, China
( 1 : 30 pm - 2 : 00 pm ) Title: Smart Health – Artificial Intelligence in Medicine
Nan Liu - Assistant Professor, Duke-NUS Medical School, Singapore
( 2 : 00 pm - 2 : 30 pm ) Title: Classification of Non-tumorous Facial Pigmentation Disorders Using Deep Learning and SMOTE
Zhiping Lin - Associate Professor, Nanyang Technological University (NTU), Singapore
( 2 : 30 pm - 3 : 00 pm ) Title: Machine Learning in Computer Vision and Bioinformatics
Zhiyong Huang - Associate Professor (Practice), National University of Singapore
Tea Break and Networking ( 3 : 00 pm - 3 : 20 pm )
Session III (E) ( 3 : 20 pm - 4 : 50 pm ), chaired by Kwen Siong Chong - Senior Research Scientist, Temasek Laboratories@NTU
( 3 : 20 pm - 3 : 50 pm ) Title: Machine learning in robot perception, manipulation and learning
Dr. Yan Wu - Scientist, A*STAR Institute for Infocomm Research, Singapore
( 3 : 50 pm - 4 : 20 pm ) Title: The AI Empowered Company
Mr. Vinay Vishnumurthy Adiga - Senior Artificial Intelligence Specialist, Continental Automotive Singapore Pte Ltd
( 4 : 20 pm - 4 : 50 pm ) Title: Career Talk
Dr. Yi (Estelle) Wang - Principal Specialist, Continental Automotive Singapore Pte Ltd