[Erewhon#17] Recent Advances in Explainable Artificial Intelligence
2025.08.26
Date 2025.08.26
Hit 11
Title : Recent Advances in Explainable Artificial Intelligence
Abstract: As complex artificial intelligence (AI) systems such as deep neural networks are used for many mission critical tasks such as military, finance, human resources and autonomous driving, it is important to ensure the safe use of such complex AI systems. In this talk, I will present recent advances to clarify the internal decision of deep neural networks. Moreover, we will overview approaches to automatically correct internal nodes which incur artifacts or less reliable outputs. Furthermore, we will investigate the reasons why some deep neural networks include not-so-stable internal nodes.
Date : 2025.8.26 Tuesday 12:00~13:30
Location : Seoul National University Bldg. 102, Room. 203
Speaker : Professor Jaesik Choi is a faculty member at the Kim Jaechul Graduate School of AI at KAIST and serves as a KAIST Endowed Chair Professor. He is also the Director of the Explainable Artificial Intelligence Research Center (XAI Center) and actively works as the CEO of ENZY Co., Ltd., an AI automation solutions company.
