Andrea Vedaldi

Learning A Physical Long-term Predictor

2017 · arXiv (Cornell University)

Evolution has resulted in highly developed abilities in many natural intelligences to quickly and accurately predict mechanical phenomena. Humans have successfully developed laws of physics to abstract and model such mechanical phenomena. In the context …

Instance Normalization: The Missing Ingredient for Fast Stylization

2016 · arXiv (Cornell University)

It this paper we revisit the fast stylization method introduced in Ulyanov et. al. (2016). We show how a small change in the stylization architecture results in a significant qualitative improvement in the generated images. …