Derin Öğrenmeye Giriş Sinan Kalkan



Özet: Bilgi işlem teknolojilerindeki gelişmeler, büyük miktarda veri edinilebilirliği ve yeni eğitim tekniklerinin keşfedilmesi sayesinde, derin öğrenme, farklı alanlardaki birçok zorlu sorunun performansını artırdı. Bu konuşmada, temelde özelliklerine, neden çalıştığı ve nasıl çalıştığına odaklanarak derin öğrenmeye çok kısa bir giriş yapacağım.

Kısa Biyografi: Sinan Kalkan, Yüksek Lisansını Orta Doğu Teknik Üniversitesi Bilgisayar Mühendisliği Bölümü'nden 2003 yılında aldı. Göttingen Üniversitesi (Göttingen, Almanya)  Bilişim alanında 2008'de doktorasını tamamladı. Doktora sonrası ODTÜ Bilgisayar Mühendisliği Bölümü kadrosuna katıldı. Sinan Kalkan'ın araştırma alanları arasında bilgisayarlı görme, bilişsel robotik ve derin öğrenme yer almaktadır.

Yer: Konferans Odası (124), ODTÜ Enformatik Enstitüsü
Zaman: 5 Mayıs, 2017, 12:40-13:30

Announcement Category

Talk on Image & Video Compression by Prof. Gözde Bozdağı Akar

This Friday, Prof. Gözde Bozdağı Akar is going to give a seminar on image and video compression for GATE 590 Graduate Seminar course. You are all kindly invited.
Bio: Gözde B. Akar received the B.Sc. degree from Middle East Technical University, Ankara, Turkey, in 1988 and the M.Sc. and Ph.D. degrees from Bilkent University, Ankara, Turkey, in 1990 and 1994, respectively, all in electrical and electronics engineering. She was with the University of Rochester, Rochester, NY, Center of Electronic Imaging Systems as a Visiting Research Associate from 1994 to 1996. From 1996 to 1998, she worked as a Member of Research and Technical Staff at Xerox Corporation Digital Imaging Technology Center, Rochester. From 1998 to 1999, she was with Baskent University, Department of Electrical and Electronics Engineering. During the summer of 1999, she worked as a Visiting Researcher at the Multimedia Laboratories, New Jersey Institute of Technology. Currently, she is a Professor with the Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey. Her research interests are in 2-D and 3-D video compression, single/multi-frame superresolution, radar signal processing.
Abstract: Video compression technologies are about reducing and removing redundant video data so that a digital video file can be effectively sent over a network and stored on computer disks. With efficient compression techniques, a significant reduction in file size can be achieved with little or no adverse effect on the visual quality. The video quality, however, can be affected if the file size is further lowered by raising the compression level for a given compression technique. The same arguments are also valid for image compression. In this talk, I will introduce the basic steps in video coding, algorithms used to measure quality and where the image/ video compression community is heading.
Location: Conference Room (124), METU Informatics Institute
Time: 21 April 2017, 12:40-13:40

Announcement Category

HIBIT 2017

10th International Symposium on Health Informatics and Bioinformatics

The International Symposium on Health Informatics and Bioinformatics, (HIBIT), now in its tenth year (HIBIT 2017), aims to bring together academics, researchers and practitioners who work in these popular and fulfilling areas and to create the much-needed synergy among medical, biological and information technology sectors. HIBIT is one of the few conferences emphasizing such synergy. HIBIT provides a forum for discussion, exploration and development of both theoretical and practical aspects of health informatics and bioinformatics and a chance to follow current research in this area by networking with other bioinformaticians.

Date:June 28 – 30, 2017

Place:METU Northern Cyprus Campus

http://hibit2017.ii.metu.edu.tr/

 

Announcement Category

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