1 citations · 1 across the 4 of their papers we have counts for
4 papers
On the special role of class-selective neurons in early training
Omkar Ranadive, Nikhil Thakurdesai, Ari S Morcos +2
It is commonly observed that deep networks trained for classification exhibit class-selective neurons in their early and intermediate layers. Intriguingly, recent studies have show…
Image-based Early Detection System for Wildfires
Omkar Ranadive, Jisu Kim, Serin Lee +4
Wildfires are a disastrous phenomenon which cause damage to land, loss of property, air pollution, and even loss of human life. Due to the warmer and drier conditions created by cl…
Applying Machine Learning to Crowd-sourced Data from Earthquake Detective
Omkar Ranadive, Suzan van der Lee, Vivian Tang +1
Dynamically triggered earthquakes and tremor generate two classes of weak seismic signals whose detection, identification, and authentication traditionally call for laborious analy…
OtoWorld: Towards Learning to Separate by Learning to Move
Omkar Ranadive, Grant Gasser, David Terpay +1
We present OtoWorld, an interactive environment in which agents must learn to listen in order to solve navigational tasks. The purpose of OtoWorld is to facilitate reinforcement le…