Utkarsh Singhal | DeepAI

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research

∙ 11/21/2022

Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models

Multi-spectral imagery is invaluable for remote sensing due to different...

0 Utkarsh Singhal, et al. ∙

research

∙ 12/02/2021

Co-domain Symmetry for Complex-Valued Deep Learning

We study complex-valued scaling as a type of symmetry natural and unique...

0 Utkarsh Singhal, et al. ∙

research

∙ 06/18/2020

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

We show that passing input points through a simple Fourier feature mappi...

24 Matthew Tancik, et al. ∙