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Workshop on Deep Learning

Technical Co-Sponsor: IEEE Singapore Signal Processing Chapter
25 August 2015 · Fusionopolis, Singapore
Connexis South Tower, Level 11, Franklin Room

It is free to attend the event, but advanced registration is required.

Welcome & Keynote   09:00-10:00
Welcome & Introduction Douglas L. Jones, ADSC and University of Illinois at Urbana-Champaign 09:00-09:10
Keynote: "Belief Propagation and Deep Learning" Prof. Mark Hasegawa-Johnson, University of Illinois at Urbana-Champaign 09:10-10:00
Tea Break & Networking                                                                                                                             10:00-10:30
Session 1: Chair, TBA   10:30-12:00
"Heterogeneous Transfer Learning through Deep Learning" Asst. Prof. Sinno Jialin Pan, Nanyang Technological University 10:30-11:00
"Visual Attention in Humans and Computers" Asst. Prof. Qi Zhao, National University of Singapore 11:00-11:30
"Deep Learning for Stock Market Prediction" Asst. Prof. Yue Zhang, Singapore University of Technology & Design 11:30-12:00
Lunch & Networking, Posters & Demos                                                                                          12:00-13:30
Session 2: Chair, TBA   13:30-15:00
"Apache SINGA: A General Distributed Deep Learning Platform" Dr. Chonho Lee, NUS 13:30-14:00
"Deep Metric Learning for Visual Analysis" Dr. Jiwen Lu, ADSC 14:00-14:30
"Decoupling Word-Pair Distance and Co-occurrence Information for
Language Modeling"
Dr Rafael E. Banchs, I2R 14:30-15:00

Tea Break & Networking, Posters & Demos                       


Session 3: Chair, TBA

"Deep Learning for Sensor Networks" Dr. Shaowei Lin, I2R 15:30-16:00
"Deep Learning for Image Recognition and Retrieval" Assoc. Prof. Steven Hoi, SMU 16:00-16:30
Combination of Extreme Learning Machines (ELM) and Deep Learning: New Trend of Machine Learning Assoc. Prof. Guangbin Huang, NTU 16:30-17:00