2 papers
cs.CV2021
Memorability: An image-computable measure of information utility
Zoya Bylinskii, Lore Goetschalckx, Anelise Newman +1
The pixels in an image, and the objects, scenes, and actions that they compose, determine whether an image will be memorable or forgettable. While memorability varies by image, it…
cs.CV2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties
Lore Goetschalckx, Alex Andonian, Aude Oliva +1
We introduce a framework that uses Generative Adversarial Networks (GANs) to study cognitive properties like memorability, aesthetics, and emotional valence. These attributes are o…