Asia Faculty Summit 2016 – Machine Learning System and Infrastructure
It is evident that when machine learning meets big data, it is vital to have a powerful system/infrastructure to support the distributed training task. In recent years, people have used different frameworks for this purpose,…
Asia Faculty Summit 2016 – Learning for Vision and Multimedia
In recent years, the growing research on deep learning has led to many exciting breakthroughs in vision and multimedia communities. However, on the other hand, there are still many open problems regarding deep learning for…
Asia Faculty Summit 2016 – MSR AI Engage – Learning and Intelligence
Given the investment and evidence of progress in Artificial Intelligence some suggest that it is merely a matter of time until AI can match, complement or surpass human intelligence. This session looks at recent research…
Asia Faculty Summit 2016 – Machine Learning: Theory Meets Application
In this session, we will discuss machine learning from two extremes, theory and application. The goal is to bring theory and application researchers together and inspire each other’s work, so that the theory research can…
Asia Faculty Summit 2016 – Deep Learning and Reinforcement Learning
In recent years, the growing research on deep learning and reinforcement learning has led to many exciting breakthroughs. However, on the other hand, there are still many open problems regarding deep learning and reinforcement learning.…
Asia Faculty Summit 2016 – Social Multimedia and Visual Q&A
In recent years, the growing research on social multimedia and visual Q&A has led to many exciting breakthroughs. However, on the other hand, there are still many open problems regarding social multimedia and visual Q&A.…