Human-computer interaction
Redefining human experiences through innovations in research, design, and technology.
Video
Explorations on Multi-lingual Neural Machine Translation
Deep (recurrent) neural networks has been shown to successfully learn complex mappings between arbitrary length input and output sequences, within the effective framework of encoder-decoder networks. We investigate the extensions of this sequence to sequence…
Video
Demonstration of Logan: Event Sequence Exploration
Logan is a visualization tool for visually building queries against sequences of events, phrased as visual regular expressions. The tool finds all sequences of events that match the expression. It features an ability to visually…
Video
Ultrasound-Based Gesture Recognition
Sensing technologies have been steadily gaining popularity since they can provide useful and complementary data in Human Computer Interaction (HCI) algorithms. In this study, we explore the feasibility of using ultrasonic imaging to recognize hand…
Project
Lightwear: An Exploration in Wearable Light Therapy
In an effort to more substantively explore factors related to the wearability, convenience, contextual appropriateness, and social acceptability of on-body light therapy usage, we developed and evaluated six fashion-aligned wearable therapy prototypes leveraging light-emitting materials…