Abstract Albeit the success of federated learning (FL) in decentralized training, bolstering the generalization of models by overcoming heterogeneity across clients still remains a huge challenge. To aim at improved generalization of FL, a... Read More
UNIST AI Innovation Park organized an AI technology exchange conference, aimed at enhancing the industrial competitiveness of the Ulsan region. The event, held at the Industry-University Convergence Campus of UNIST on July 15, brought toget... Read More
Abstract We propose a novel concept of dual and integrated latent topologies (DITTO in short) for implicit 3D reconstruction from noisy and sparse point clouds. Most existing methods predominantly focus on single latent type, such as point... Read More
Abstract In the field of class incremental learning (CIL), generative replay has become increasingly prominent as a method to mitigate the catastrophic forgetting, alongside the continuous improvements in generative models. However, its app... Read More
Professor Saerom Park and her team in the Safe and Trustworthy AI (Safe AI) Lab within the Department of Industrial Engineering at UNIST have achieved a remarkable feat by securing the first-place position in the ‘CNN Interpretability... Read More
On April 8, UNIST held its annual ‘Outstanding Faculty Awards‘ ceremony to shine a spotlight on the exceptional accomplishments of its faculty members throughout the 2023 academic year. The Outstanding Faculty Awards aim to ackn... Read More
Abstract Irregular sampling intervals and missing values in real-world time series data present challenges for conventional methods that assume consistent intervals and complete data. Neural Ordinary Differential Equations (Neural ODEs) off... Read More
Abstract Human affects such as emotions, moods, feelings are increasingly being considered as key parameter to enhance the interaction of human with diverse machines and systems. However, their intrinsically abstract and ambiguous nature ma... Read More
On November 13, UNIST announced that TK Medical Solutions Inc., a tech startup founded by UNIST faculty, has been chosen to participate in the TIPS (Tech Incubator Program for Startup), a teacher start-up company organized by the Ministry o... Read More
On November 3, UNIST announced that the School of Liberal Arts Research Center successfully organized an international colloquium on the theme of “Liberal Arts Education in the Era of Artificial Intelligence (AI): Challenges and Oppor... Read More
![[UNIST Webinar] AI enabled Computational Imaging for Biomedical Applications](https://news.unist.ac.kr/wp-content/uploads/2022/10/Session-13.18-296x166.jpg)