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Explaining PackNet Adding Multiple Tasks to a Single Network by Iterative Pruning
Paper Review ·In this paper (Mallya & Lazebnik, 2017), they discuss a method for adding and supporting multiple tasks in a single architecture without having to worry about catastrophic forgetting . They show in this paper that three fine-grained classification tasks can be added...
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Stabilizing GAN training With Random Projections
Paper Review ·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...
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Working at Raisa
Experience ·I was able to get an offer from Raisa Egypt , a startup specialized in forecasting oil and gas from land geological features.