Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
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Asia Faculty Summit 2016 – 3D Real World Capturing and Reconstruction
Capturing and reconstruction 3D real world (scene, objects, and dynamic human characters) plays important role in VR/AR applications. However, real time high quality 3D capturing and reconstruction is still a very challenging task. In this…
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Asia Faculty Summit 2016 – Urban Big Data and Urban Computing
Urban computing connects ubiquitous sensing technologies, advanced data management & machine learning models, and novel visualization methods to create win-win-win solutions that improve urban environment, human life quality, and city operation systems.
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Asia Faculty Summit 2016 – Machine Learning: Generative vs. Discriminative
Generative learning and discriminative learning are two major approaches in machine learning. The fast development of deep learning demonstrates the power of discriminative learning. In recent years, some have started to integrate generative learning into…
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Asia Faculty Summit 2016 – AI and Psychology
Gaining an in-depth understanding of users is critical for building artificial intelligence systems. With the rapid development of positioning, sensing and social networking technologies, large quantities of human behavioral data are now readily available. They…
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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,…
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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…
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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…
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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…
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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.…
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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.…