Publications:
Neural Ganglion Sensors: Learning Task-specific Event Cameras Inspired by the Neural Circuit of the Human Retina
Haley M. So, Gordon WetzsteinIn submission 2025
[project page]
PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors
Haley M. So, Laurie Bose, Piotr Dudek, Gordon WetzsteinIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[project page]
MantissaCam: Learning Snapshot High Dynamic Range Imaging with Perceptually-based In-Pixel Irradiance Encoding
Haley M. So, Julien N.P. Martel, Piotr Dudek, Gordon WetzsteinInternational Conference on Computational Photography (ICCP) 2022
[project page]
Mode selection and tuning of single-frequency short-cavity VECSELs
Darwin K. Serkland, Haley M. So, Greg Peake, Michael Wood, Alex Grine, Chris Hains, Kent Geib, Gordon KeelerSPIE Photonics West OPTO 2018
[paper]
Other Research:
Fast Burst Super-Resolution for Edge Devices
(Summer 2024, Meta's Sensors and Systems Research Team)Light-weight Stereo Depth with Novel Sensors
Project transferred to Product! (Summer 2023, Meta's Sensors and Systems Research Team)Fiber Bragg Gratings
I worked under Professor Michal Bajcsy at the Institute for Quantum Computing to create fiber bragg gratings inside photonic crystals with interference lithography. (Summer 2019)Demos:
MantissaCam / ModuloCam on a Focal Plane Processor
Best Demo Award at International Conference on Computational Photography 2022Talks:
In-Pixel Compute for Bandwidth Efficient Imaging and Perception
Carnegie Mellon University (Apr. 2025), CMU Computational Imaging Group Seminar.Thank you for the invitation Dorian!
PixelRNN
The University of Hong Kong (Sept. 2024), GAMES: Graphics And Mixed Environment Symposium Webinar.Thank you for the invitation Professor Evan Peng!
In-Pixel Compute for Bandwidth Efficient Imaging and Perception
Stanford—Samsung Metaverse Workshop (Sept. 2024).Thank you Samsung!
In-Pixel Processing for Efficient Imaging and Perception
Stanford University (Apr. 2024), SystemX 2024 Spring Workshop: The Intersection of AI, Edge, and Sensing Systems.Thank you SystemX!
MantissaCam
Portland State University (Aug. 2023), Computer Vision Guest Seminar talk.Thank you for the invitation Professor Atul Ingle!
Reviewer:
Reviewer for ICCP, NeurIPS, WACV.