Speaker : Prof. Yoonsuk Hyun (Inha University) Date: May 11th (Wed.) 2022, 16:30-17:30 Place: AORC Seminar Room(SKKU, General Studies Bd. 3F) & Online(webex) Title: Deep Learning Research in Computer Vision Abstract: The recent rise of deep learning has made impressive changes to academic and industrial research in various fields, including computer vision. Computer vision algorithms based on deep learning have been very successful, especially CNN-based architecture has been used for high performance. But recently, a Transformer-based algorithm is getting popular even for computer vision tasks. In this seminar, we will briefly review the basic concepts of deep learning and convolutional neural network, and explain the famous CNN-based architectures in various computer vision tasks. Also, we will introduce several interesting studies on Transformers in vision, and how Transformer tries to replace CNN. *Online (webex) https://skku-ict.webex.com/skku-ict/j.php?MTID=mdb30d8990cf10e29ebb890cb4091d110 웹엑스 미팅번호: 2513 010 1237 비밀번호: aorc