Rohun Agrawal

Computing and Mathematical Sciences, Caltech

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rohun [at] caltech [dot] edu

I’m a senior at Caltech majoring in Applied and Computational Mathematics, minoring in Computer Science. Currently, I am a member of Georgia Gkioxari’s lab at Caltech. Previously, I worked with Dr. Oscar Leong in Katie Bouman’s Computational Cameras lab.

Last summer, I was a Machine Learning Intern at Apple on the Media Analysis team. I have also interned at the NASA Jet Propulsion Laboratory.

My interests lie at the intersection of computer vision, neurosymbolic AI, and multimodal learning. My primary research goal is to determine how to best add structure to visual priors to improve embodied intelligence and reasoning.


Publications

  1. vadar.png
    Visual Agentic AI for Spatial Reasoning with a Dynamic API
    D. Marsilli, R. Agrawal, Y. Yue, and G. Gkioxari
    In Submission, 2025
  2. mars.png
    Holistic Mapping of the Present-day Martian Seasonal CO2 Frost: Part 1
    S. Diniega, G. Doran, S. Lu, M. Wronkiewicz, J. Widmer, R. Agrawal, and U. Rebbapragada
    Submitted to Planetary Science Journal, 2025
  3. apls.png
    Alternating Phase Langevin Sampling with Implicit Denoiser Priors for Phase Retrieval
    R. Agrawal, and O. Leong
    In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023