GUSTAVO PÉREZ

About me

I am a Ph.D. student and a graduate research assistant in the College of Information and Computer Sciences at the University of Massachusetts Amherst under the supervision of Subhransu Maji in the Computer Vision Lab. Previously, I spent three years as a graduate research assistant under the supervision of Pablo Arbeláez in the Biomedical Computer Vision Group at the Universidad de Los Andes, where I got my Master's degree in Biomedical Engineering. I got my Bachelor's degree in Electronics Engineering from Universidad del Norte in Barranquilla, Colombia.

My research interests include the design of robust and data-efficient solutions to allow better science using computer vision and AI. In particular, I have experience working in medical imaging, biology, chemistry, and astronomy domains in several computer vision tasks, including image-level classification, object detection, and semantic segmentation. Also, I'm interested in transfer learning, semi and self-supervised learning, and active learning.



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I'm also a photography enthusiast. → Some of my photos .