1 citations · 1 across the 3 of their papers we have counts for
3 papers
Learning a distance measure from the information-estimation geometry of data
Guy Ohayon, Pierre-Etienne H. Fiquet, Florentin Guth +2
We introduce the Information-Estimation Metric (IEM), a novel form of distance function derived from an underlying continuous probability density over a domain of signals. The IEM…
Video prediction using score-based conditional density estimation
Pierre-Étienne H. Fiquet, Eero P. Simoncelli
Temporal prediction is inherently uncertain, but representing the ambiguity in natural image sequences is a challenging high-dimensional probabilistic inference problem. For natura…
A polar prediction model for learning to represent visual transformations
Pierre-Étienne H. Fiquet, Eero P. Simoncelli
All organisms make temporal predictions, and their evolutionary fitness level depends on the accuracy of these predictions. In the context of visual perception, the motions of both…