I am a graduate student in EECS and NSF Graduate Research Fellow at MIT CSAIL, advised by Phillip Isola. My current interests are in computer vision and image synthesis. I spent the past summer at Adobe Research working with Richard Zhang, Jun-Yan Zhu, and Eli Shechtman. I also frequently collaborate with Ser-Nam Lim at Facebook.
Previously I was at Churchill College, University of Cambridge. I did an MPhil in Machine Learning, where I studied uncertainty and interpretability in Bayesian neural networks. I am extremely grateful for support from the Churchill Scholarship.
I completed my undergraduate degree at the University of Pennsylvania in Computer Science and Bioengineering. I worked with Dr. Danielle S. Bassett in computational neuroscience, focusing on modelling neural processes as dynamic networked systems.
|Using latent space regression to analyze and leverage compositionality in GANs
Lucy Chai, Jonas Wulff, Phillip Isola.
International Conference on Learning Representations, 2021
[Paper+Code Coming Soon!]
|What makes fake images detectable? Understanding properties that generalize
Lucy Chai, David Bau, Ser-Nam Lim, Phillip Isola.
European Conference on Computer Vision, 2020
|On the "steerability" of generative adversarial networks
Ali Jahanian*, Lucy Chai*, Phillip Isola.
International Conference on Learning Representations, 2020
|Evolution of semantic networks in biomedical texts|
Lucy R. Chai, Dale Zhou, Danielle S. Bassett
Journal of Complex Networks, 2019.
|Uncertainty Estimation in Bayesian Neural Networks and Links to Interpretability|
Lucy R. Chai
Department of Engineering, University of Cambridge, 2018.
|Name and Face Matching|
John C. Henderson, Abigail Gertner, Jeffrey Zarella, Lucy R. Chai, Keith Miller
MITRE Corporation; US. Patent App. 16/042,958.
|Development of a Next Generation Tomosynthesis System|
Jeffrey E. Eben, Trevor L. Vent, Chloe J. Choi, Sushmitha Yarrabothula, Lucy Chai,
Margaret Nolan, Elizabeth Kobe, Raymond J. Acciavatti, Andrew D. A. Maidment
SPIE Medical Imaging Conference, 2018.
|Evolution of brain network dynamics in neurodevelopment|
Lucy R. Chai, Ankit N. Khambhati, Rastko Ciric, Tyler M. Moore, Ruben C. Gur,
Raquel E. Gur, Theodore D. Satterthwaite, Danielle S. Bassett
Network Neuroscience, 2017.
|Functional network dynamics of the language system|
Lucy R. Chai, Marcelo G. Mattar, Idan A. Blank, Evelina Fedorenko, Danielle S. Bassett
Cerebral Cortex, 2016.