Friday, June 19, 2020

Cat Item of the day (cat vs Covid)

deep learning might not be as good as some claim it to be:

it just diagnosed your cat as Covid.





Can Your AI Differentiate Cats from Covid-19? Sample Efficient Uncertainty Estimation for Deep Learning Safety,” 

 according to these authors:


Deep Neural Networks (DNNs) are known to make highly overconfident predictions on Out-of-Distribution data…. In this work, we show that even state-of-the-art BNNs and Ensemble models tend to make overconfident predictions when the amount of training data is insufficient….




Fake news from Impossible Research site 
(fakenews only because the authors deny it after they were caught?)

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