I’m a 3rd year PhD student in the Department of Computer Science at the University of Maryland, College Park. I work with Prof. Christopher Metzler as part of the Intelligent Sensing Lab on problems in computer vision / computational photography.

Feel free to reach out to me by email or on LinkedIn.

Publications

Sparse Color Fourier Ptychographic Microscopy With Implicit Neural Representations

Matthew Chan, Haowen Zhou, Brandon Feng, Christopher Metzler

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Hyper-Diffusion: Estimating Epistemic and Aleatoric Uncertainty with a Single Model

Matthew Chan, Maria Molina, Christopher Metzler

  Paper

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CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

Sachin Shah, Matthew Chan, Haoming Cai, Jingxi Chen, Sakshum Kulshrestha, Chahat Deep Singh, Yiannis Aloimonos, Christopher Metzler

  Poster

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Snapshot High Dynamic Range Imaging with a Polarization Camera

Matthew Chan*, Mingyang Xie*, Christopher Metzler

  Paper

  Project Page

  Poster

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Supervision by Denoising Diffusion Models for Image Reconstruction

Neural Information Processing Systems (NeurIPS) Deep Inverse Workshop 2024

Matthew Chan, Sean Young, Christopher Metzler

  Paper

  Poster

Talks and Presentations

Replacing Ensemble Weather Predictions with Diffusion Models

American Geophysical Union (AGU) 2023

  Slides

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Collaborative Exploration Of Urban Data In Virtual And Augmented Reality

ACM SIGGRAPH 2018

  Project Page