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cs.NE2019
A New Approach for Optimizing Highly Nonlinear Problems Based on the Observer Effect Concept
Mojtaba Moattari, Emad Roshandel, Shima Kamyab +1
A lot of real-world engineering problems represent dynamicity with nests of nonlinearities due to highly complex network of exponential functions or large number of differential eq…
cs.CV2019
Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering
Shima Kamyab, Rasool Sabzi, Zohreh Azimifar
Deep generative models are stochastic neural networks capable of learning the distribution of data so as to generate new samples. Conditional Variational Autoencoder (CVAE) is a po…