Alex Mehta

I am an undergraduate at UC Berkeley (go 🐻!) studying EECS + Business in the M.E.T. Program.

My research interests lie in computational imaging, specifically focused on improving image reconstruction from noisy measurements without relying on supervised learning. Recently I've been interested in using diffusion models and other generative priors.

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Alex Mehta

Research

Equivariant Deep Equilibrium Models for Imaging Inverse Problems
Alexander Mehta, Ruangrawee Kitichotkul, Vivek K Goyal, Julián Tachella
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026
[Preprint]
Free-running vs Synchronous: Single-Photon Lidar for High-flux 3D Imaging
Ruangrawee Kitichotkul, Shashwath Bharadwaj, Joshua Rapp, Yanting Ma, Alexander Mehta, Vivek K Goyal
IEEE/CVF International Conference on Computer Vision (ICCV), 2025
[Paper]
NAC-TCN: Temporal Convolutional Networks with Causal Dilated Neighborhood Attention for Emotion Understanding
Alexander Mehta, William Yang
7th International Conference on Video and Image Processing (ICVIP), 2023
[Paper]