Latest research projects, publications, and talks
A Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control [preprint]
Posted
Anh Tuan Nguyen, Markus W Drealan, Diu Khue Luu, Ming Jiang (postdoctoral associate), Jian Xu, Jonathan Cheng, Qi Zhao (assistant professor), Edward W Keefer, Zhi Yang
Learning Continuous Cost-to-Go Functions for Non-holonomic Systems [preprint]
Posted
Jinwook Huh, Daniel D Lee, Volkan Isler (professor)
A mixture of generative models strategy helps humans generalize across tasks [preprint]
Posted
Santiago Herce Castañón, Pedro Cardoso-Leite, C Shawn Green, Irene Altarelli, Paul Schrater (associate professor), Daphne Bavelier
Measuring Physiological Markers of Stress During Conversational Agent Interactions [conference paper]
Posted
Shreya Datar (data science M.S. student), Libby Ferland (Ph.D. student), Esther Foo, Michael Kotlyar, Brad Holschuh, Maria Gini (professor), Martin Michalowski, Serguei Pakhomov
The 5th International Workshop on Health Intelligence (W3PHIAI)
The Use of Immersive Environments for the Early Detection and Treatment of Neuropsychiatric Disorders [journal]
Posted
Robert FK Martin (M.S. 2003), Patrick Leppink-Shands, Matthew Tlachac (M.S. student), Megan DuBois, Christine Conelea, Suma Jacob, Vassilios Morellas (Ph.D. 1995), Theodore Morris, Nikolaos Papanikolopoulos (professor)
Frontiers in Digital Health
Neural 3D Clothes Retargeting from a Single Image [preprint]
Posted
Jae Shin Yoon (Ph.D. student), Kihwan Kim, Jan Kautz, Hyun Soo Park (assistant professor)
An Information-Theoretic Law Governing Human Multi-Task Navigation Decisions [preprint]
Posted
Nicholas Sohre (Ph.D. 2021), Alisdair OG Wallis, Stephen J Guy (associate professor)
Empowerment as a Task-Agnostic Measure of Domain Competence [thesis]
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Robert Edge (Ph.D. 2021)
Data-Driven Analysis and Insight of Human Motion [thesis]
Posted
Nicholas Sohre (Ph.D. 2021)
A Unified Paths Perspective for Pruning at Initialization [preprint]
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Thomas Gebhart (Ph.D. student), Udit Saxena, Paul Schrater (associate professor)