BEGIN:VCALENDAR VERSION:2.0 CALSCALE:GREGORIAN PRODID:iCalendar-Ruby BEGIN:VEVENT CATEGORIES:Lectures & Presentations DESCRIPTION:Join Glidden Visiting Professor from Chubu University\, Kasugai \, Japan: Prof. Hirnobu Fujiyoshi\n"Beyond Explainable AI: Co-evolution of AI and Human"\n\nAbstract: Artificial intelligence systems using deep learn ing have achieved image and speech recognition at performance levels on par with human beings. However\, an issue is not being able to understand the basis on which a deep learning system determines its output. In this talk\, we introduce Attention Branch Network (ABN)\, which outputs an attention m ap\, an area that deep learning focuses on when determining inferential res ults. ABN is a deep learning network that can contribute to improving recog nition performance while acquiring the attention mechanism. As application examples of ABN\, we introduce ABN’s visual explanation of medical diagnosi s decisions. Visualization of attention here means viewing the AI’s directi on of attention. This technology holds great promise as an approach for int erpreting the basis for decisions output by an AI system. We also discuss t he following topic for AI\, such as the co-evolution of AI and humans.\n\n \n\nBio:Dr. Fujiyoshi received his Ph.D. in Electrical Engineering from Chu bu University\, Japan\, in 1997. From 1997 to 2000 he was a post-doctoral f ellow at the Robotics Institute of Carnegie Mellon University\, Pittsburgh\ , PA\, USA\, working on the DARPA Video Surveillance and Monitoring (VSAM) effort and the humanoid vision project for the HONDA Humanoid Robot. He is now a professor of the Department of Robotics\, Chubu University\, Japan. F rom 2005 to 2006\, he was a visiting researcher at Robotics Institute\, Car negie Mellon University. \n \nHomepage:\nhttp://mprg.jp/en/ DTEND:20220826T164500Z DTSTAMP:20241123T195552Z DTSTART:20220826T155000Z LOCATION:Stocker Center\, 103 SEQUENCE:0 SUMMARY:Guest Lecture: Prof. Hironobu Fujiyoshi "Beyond Explainable AI: Co- evolution of AI and Human" UID:tag:localist.com\,2008:EventInstance_40907316434422 URL:https://calendar.ohio.edu/event/guest_lecture_prof_fujiyoshi END:VEVENT END:VCALENDAR