Irene Kim

Irene Kim

PhD Student
Stony Brook University
Photon Intelligence Lab
Advised by Akshat Dave

About

I am a 2nd year PhD student at Stony Brook University in the Photon Intelligence Lab, advised by Akshat Dave. My research interests span 3D vision, multisensor imaging, and computational imaging. I work at the intersection of physics-aware computer vision and multi-modal generative AI, with a focus on 3D scene understanding and vision systems under real-world complexity and challenging conditions such as extreme environments or challenging materials. My approach integrates physical cues and readings from beyond-RGB sensors with deep learning to achieve higher quality and greater generalization.

I received my B.S. in Computer Science from the University of California, Irvine and my M.S. in Computer Science from the University of California, Davis.

Publications