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Mohamed Elfeki

2 accepted papers

2019

GDPP: Learning Diverse Generations using Determinantal Point Processes

ICML 2019oral

Generative models have proven to be an outstanding tool for representing high-dimensional probability distributions and generating realistic looking images. An essential characteristic of generative models is their ability to produce multi-modal outputs. However, while training, they are often susce…