Stabilizing GAN training With Random Projections

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In this paper (Neyshabur et al., 2017), They introduced a framework to stabilize the GAN training by using multiple projections with fixed filters of each input image to a different discriminator. Training GAN models is unstable in high dimensional space and some...

Working at Raisa

I was able to get an offer from Raisa Egypt , a startup specialized in forecasting oil and gas from land geological features.

Avito Demand Prediction Kaggle competition

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Avito launched a competition on Kaggle challenging users to predict Avito to predict demand for an online advertisement based on its full description (title, description, images, etc.), its context (geographically where it was posted, similar ads already posted) and historical demand for similar ads...