Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)
Investigating how people interact with computers, machines and robots.
Human Computer Interaction is a multidisciplinary research area looking into how people interact with computers, robots and machines in general. At PFN, we are interested in leveraging the power of deep learning to enhance/create interactive experiences (ML for HCI) and conversely use HCI and UX approaches to optimise machine learning processes, involving tedious human labour (HCI for ML).
Here are examples of works we presented and demonstrated at CHI, UIST and ISS:
Publications
Demonstrating Finger-Based Dexterous Phone Gestures
By : Yen-Ting Yeh, Fabrice Matulic, Daniel Vogel
Interactive Hyperparameter Optimization with Paintable Timelines
DIS 2021
By : Keita Higuchi, Shotaro Sano, Takeo Igarashi
CHI 2022
By : Riku Arakawa, Hiromu Yakura, Sosuke Kobayashi
Terrain Modelling with a Pen & Touch Tablet and Mid-Air Gestures in Virtual Reality
CHI 2022 LBW
By : Fabrice Matulic, Daniel Vogel