Deep Learning

Implicit Neural Representations with Periodic Activation Functions

A neural signal representation for images, audio, shapes, and wavefields.

Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing with Programmable Sensors

We optimize the shutter function of a programmable sensor for each pixel individually to produce coded snapshots that can be reconstructed into HDR images and high-speed videos.

ICCP 2020 Neural Sensors

This is the oral presentation of our Neural Sensor paper that got accepted at ICCP'20 in the T-PAMI journal track.