Privileged Zero-Shot AutoML

no code implementations • 25 Jun 2021 • Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori

This work improves the quality of automated machine learning (AutoML) systems by using dataset and function descriptions while significantly decreasing computation time from minutes to milliseconds by using a zero-shot approach.

AutoML BIG-bench Machine Learning +1

Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis

1 code implementation • ICCV 2021 • Nikhil Singh, Jeff Mentch, Jerry Ng, Matthew Beveridge, Iddo Drori

Measuring the acoustic characteristics of a space is often done by capturing its impulse response (IR), a representation of how a full-range stimulus sound excites it.