Publications:
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 Projects:
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:
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).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.