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Emre Sargin
Researcher at Google
Publications - 3
Citations - 2518
Emre Sargin is an academic researcher from Google. The author has contributed to research in topics: Deep learning & Information technology. The author has an hindex of 3, co-authored 3 publications receiving 1657 citations.
Papers
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Proceedings ArticleDOI
Deep Neural Networks for YouTube Recommendations
TL;DR: This paper details a deep candidate generation model and then describes a separate deep ranking model and provides practical lessons and insights derived from designing, iterating and maintaining a massive recommendation system with enormous user-facing impact.
Patent
Method and apparatus for focus-of-attention control
TL;DR: In this paper, a method for automatically generating commands to transform a video sequence based on information regarding speaking participants derived from the audio and video signals is presented, where the audio stream is analyzed to detect individual speakers and the video is optionally detected lip movement to determine a probability that a detected participant is speaking.
Proceedings ArticleDOI
Towards next generation multimedia recommendation systems
TL;DR: This course aims to provide a series of detailed review of state-of-the-art in multimedia recommendation, analyze key technical challenges in developing and evaluating next generation multimedia recommendation systems from different perspectives and give some predictions about the road lies ahead of us.