1.3k citations · 2.4k across the 52 of their papers we have counts for
3 papers · 1 filter
Fair Kernel Learning
Adrián Pérez-Suay, Valero Laparra, Gonzalo Mateo-García +3
New social and economic activities massively exploit big data and machine learning algorithms to do inference on people's lives. Applications include automatic curricula evaluation…
Eigen-Distortions of Hierarchical Representations
Alexander Berardino, Johannes Ballé, Valero Laparra +1
We develop a method for comparing hierarchical image representations in terms of their ability to explain perceptual sensitivity in humans. Specifically, we utilize Fisher informat…
Perceptually Optimized Image Rendering
Valero Laparra, Alex Berardino, Johannes Ballé +1
We develop a framework for rendering photographic images, taking into account display limitations, so as to optimize perceptual similarity between the rendered image and the origin…