Search Results for author: Omkar Ranadive

Found 4 papers, 2 papers with code

On the special role of class-selective neurons in early training

no code implementations27 May 2023 Omkar Ranadive, Nikhil Thakurdesai, Ari S Morcos, Matthew Leavitt, Stéphane Deny

Finally, in causal experiments where we regularize against class selectivity at different points in training, we show that the presence of class-selective neurons early in training is critical to the successful training of the network; in contrast, class-selective neurons can be suppressed later in training with little effect on final accuracy.

Image-based Early Detection System for Wildfires

no code implementations3 Nov 2022 Omkar Ranadive, Jisu Kim, Serin Lee, Youngseo Cha, Heechan Park, Minkook Cho, Young K. Hwang

In this paper, we present our Wildfire Detection and Alert System which use machine learning to detect wildfire smoke with a high degree of accuracy and can send immediate alerts to users.

Applying Machine Learning to Crowd-sourced Data from Earthquake Detective

1 code implementation5 Nov 2020 Omkar Ranadive, Suzan van der Lee, Vivian Tang, Kevin Chao

Citizen science project Earthquake Detective leverages the eyes and ears of volunteers to detect and classify weak signals in seismograms from potentially dynamically triggered (PDT) events.

BIG-bench Machine Learning Time Series +1

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