Entries by Andrew Draganov

Fighting GAN Mode Collapse by Randomly Sampling the Latent Space 

At Expedition Technology (EXP) we develop a broad set of deep learning solutions for our customers. Each deep learning development cycle typically starts with Understanding the problem space Getting acquainted with the research landscape Tweaking an existing algorithm or developing entirely new architectures Training on an army of GPUs This is the standard process, but with a constraint: it requires very large diverse data sets to get […]