Alakh Desai
PhD Student, Computer Vision
I am a PhD student at UC San Diego, where I am working in Statistical Visual Computing Laboratory (SVCL) and advised by Professor Nuno Vasconcelos. My primary research focuses on generative AI and multimodal learning, with a particular interest in understanding the underlying feature spaces of these models. My work aims to better understand the underlying dynamics that govern generative processes and explore methods to improve their efficiency and accuracy.
Additionally, I am also interested in the challenges posed by long-tailed data distributions, specifically examining their effects on scene graph construction and how these distributions influence the reliability of computer vision models in the open world,
If not working you can find me at a movie theatre or on my couch binging a series or an anime!
