393 citations · 825 across the 21 of their papers we have counts for
21 papers
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound
Blake VanBerlo, Brian Li, Alexander Wong +2
Self-supervised pretraining has been observed to improve performance in supervised learning tasks in medical imaging. This study investigates the utility of self-supervised pretrai…
Dream to Explore: Adaptive Simulations for Autonomous Systems
Zahra Sheikhbahaee, Dongshu Luo, Blake VanBerlo +3
One's ability to learn a generative model of the world without supervision depends on the extent to which one can construct abstract knowledge representations that generalize acros…
Trust-ya: design of a multiplayer game for the study of small group processes
Jerry Huang, Joshua Jung, Neil Budnarain +2
This paper presents the design of a cooperative multi-player betting game, Trust-ya, as a model of some elements of status processes in human groups. The game is designed to elicit…
The Human Effect Requires Affect: Addressing Social-Psychological Factors of Climate Change with Machine Learning
Kyle Tilbury, Jesse Hoey
Machine learning has the potential to aid in mitigating the human effects of climate change. Previous applications of machine learning to tackle the human effects in climate change…
Generating Emotionally Aligned Responses in Dialogues using Affect Control Theory
Nabiha Asghar, Ivan Kobyzev, Jesse Hoey +2
State-of-the-art neural dialogue systems excel at syntactic and semantic modelling of language, but often have a hard time establishing emotional alignment with the human interacta…
Multi-Agent Reinforcement Learning and Human Social Factors in Climate Change Mitigation
Kyle Tilbury, Jesse Hoey
Many complex real-world problems, such as climate change mitigation, are intertwined with human social factors. Climate change mitigation, a social dilemma made difficult by the in…