Publications

PDFs are author-accepted manuscripts where permitted.
A complete and up-to-date list is available on my Google Scholar profile.

Selected Articles

Parde, C. J., Strehle, V. E., Banerjee, V., Hu, Y., Cavazos, J. G., Castillo, C. D., & O’Toole, A. J. (2023).
Twin identification over viewpoint change: A deep convolutional neural network surpasses humans.
ACM Transactions on Applied Perception. [PDF]

Parde, C. J., Colón, Y. I., Hill, M. Q., Castillo, C. D., Dhar, P., & O’Toole, A. J. (2021). Closing the gap between single-unit and neural population codes: Insights from deep learning in face recognition. Journal of Vision. [PDF]

Noyes, E., Parde, C. J., Colón, Y. I., Hill, M. Q., Castillo, C. D., Jenkins, R., & O’Toole, A. J. (2021).
Seeing through disguise: Getting to know you with a deep convolutional neural network.
Cognition. [PDF]

Hill, M. Q., Parde, C. J., Castillo, C. D., Colón, Y. I., Ranjan, R., Chen, J. C., et al. (2019).
Deep convolutional neural networks in the face of caricature.
Nature Machine Intelligence. [PDF]

Parde, C. J., Hu, Y., Castillo, C. D., Sankaranarayanan, S., & O’Toole, A. J. (2019). Social trait information in deep convolutional neural networks trained for face identification. Cognitive Science. [PDF]

O’Toole, A. J., Castillo, C. D., Parde, C. J., Hill, M. Q., & Chellappa, R. (2018). Face space representations in deep convolutional neural networks. Trends in Cognitive Sciences. [PDF]

Parde, C. J., Castillo, C. D., Hill, M. Q., Colón, Y. I., Sankaranarayanan, S., Chen, J. C., & O’Toole, A. J. (2017). Face and image representation in deep convolutional neural network features. IEEE International Conference on Automatic Face and Gesture Recognition. [PDF]