Research Interests for Guillermo Sapiro

Image and video processing, computer vision, computer graphics, computational vision, biomedical imaging, brain imaging, cryo-tomography of viruses, computational tools in cryo-tomography, computational tools in early diagnosis of psychiatric disorders, differential geometry and differential equations, scientific computation, learning and high dimensional data analysis, sparse modeling and dictionary learning, applied mathematics.

Recent Publications

1. Aikat, V; Carpenter, KLH; Babu, PRK; Di Martino, JM; Espinosa, S; Compton, S; Davis, N; Franz, L; Spanos, M; Sapiro, G; Dawson, G, Autism Digital Phenotyping in Preschool- and School-Age Children., Autism Res, vol. 18 no. 6 (June, 2025), pp. 1217-1233 [doi] [abs]
2. Xiong, J; Liu, G; Huang, L; Wu, C; Wu, T; Mu, Y; Yao, Y; Shen, H; Wan, Z; Huang, J; Tao, C; Yan, S; Yao, H; Kong, L; Yang, H; Zhang, M; Sapiro, G; Luo, J; Luo, P; Wong, N, Autoregressive Models in Vision: A Survey, Transactions on Machine Learning Research, vol. 2025-March (January, 2025) [abs]
3. Gianneschi, JR; Washington, KA; Nicholas, J; Pilato, I; LeMay-Russell, S; Rivera-Cancel, AM; Mines, EV; Jackson, JE; Marsan, S; Lachman, S; Kim, YK; Di Martino, JM; Pendergast, J; Loeb, KL; Katzman, DK; Marcus, MD; Bryant-Waugh, R; Sapiro, G; Zucker, NL, Assessing Fears of Negative Consequences in Children With Symptoms of Avoidant Restrictive Food Intake Disorder., Int J Eat Disord, vol. 57 no. 12 (December, 2024), pp. 2329-2340 [doi] [abs]
4. Aikat, V; Krishnappa Babu, PR; Carpenter, KLH; Di Martino, JM; Espinosa, S; Davis, N; Franz, L; Spanos, M; Dawson, G; Sapiro, G, Digital Phenotyping based on a Mobile App Identifies Distinct and Overlapping Features in Children Diagnosed with Autism versus ADHD, UIST Adjunct 2024 Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (October, 2024) [doi] [abs]
5. Schlesinger, O; Kundu, R; Isaev, D; Choi, JY; Goetz, SM; Turner, DA; Sapiro, G; Peterchev, AV; Di Martino, JM, Scalp surface estimation and head registration using sparse sampling and 3D statistical models., Comput Biol Med, vol. 178 (August, 2024), pp. 108689 [doi] [abs]