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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
Real-Time, Content-Driven Representations at Twitter
Abstract:

Twitter is a unique source of real-time information, offering amazing opportunities for automatic content understanding. The format of this content is diverse (tweets, photos, videos, music, hyperlinks, follow graph, ...), the distribution of topics ever-changing (on a weekly, daily, or sometimes hourly basis), and the volume ever-growing; making it very challenging to automatically and continuously expose relevant content. Manually defining features to represent this data is showing its limits. In this talk, I provide an overview of how automated, content-driven representationsenabled by modern deep-learning algorithmsenables us to build adaptive systems which capture the richness of this content. Specifically, the presentation focuses on deep representations for images and images+text.

 
Topics:
Artificial Intelligence and Deep Learning, Computer Vision
Type:
Talk
Event:
GTC Silicon Valley
Year:
2015
Session ID:
S5760
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