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제목 160816_16:30_Introduction to deep learning
분류 세미나
작성자 빅데이터수리해석양성사업단 등록일 2016-08-04 조회수 421

아래와 같이 빅데이터 관련 특강을 개최하오니 많은 참석 부탁드립니다.


일시: 8월 16일 화요일 16:30-17:30


장소: 32356A


연사: Amal RANNEN TRIKI (CSE, Yonsei University)


 Title: Introduction to deep learning


Deep learning has acquired increasing interest recently. Many successes related to this type of techniques have been reported, and the research in this area brings new results every day. More particularly, in image processing, convolutional neural network give nowadays the best performance in many tasks such as classification, segmentation and object recognition. However, some theoretical parts remain not well understood nor well developed. 
In this presentation, I define deep learning, and explain how it was progressively developed by presenting a brief history. Then, I focus on convolutional neural networks, and explain how they work. I present afterwards some theoretical shortcomings by considering the particular problem of medical image processing, and a possible solution that I studied through my research. Finally, I conclude and give some possible directions for my future work 

세미나/워크샵 게시판의 이전글 다음글
이전글 160830_11:00_Newton polyhedra, non-degeneracy conditions, and polynomial optimization
다음글 160708_16:30_Optimal least squares method for polynomial regression and its application to Uncertainty Quantification