Sylvain Gelly

MemGEN: Memory is All You Need

2018 · arXiv (Cornell University)

We propose a new learning paradigm called Deep Memory. It has the potential to completely revolutionize the Machine Learning field. Surprisingly, this paradigm has not been reinvented yet, unlike Deep Learning. At the core of …

On Accurate Evaluation of GANs for Language Generation

2018 · arXiv (Cornell University)

Generative Adversarial Networks (GANs) are a promising approach to language generation. The latest works introducing novel GAN models for language generation use n-gram based metrics for evaluation and only report single scores of the best …