134 citations · 182 across the 13 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.CV2016★ 1 cited
25 years of CNNs: Can we compare to human abstraction capabilities?
Sebastian Stabinger, Antonio Rodríguez-Sánchez, Justus Piater
We try to determine the progress made by convolutional neural networks over the past 25 years in classifying images into abstractc lasses. For this purpose we compare the performan…
cs.CV2016★ 2 cited
Learning Abstract Classes using Deep Learning
Sebastian Stabinger, Antonio Rodriguez-Sanchez, Justus Piater
Humans are generally good at learning abstract concepts about objects and scenes (e.g.\ spatial orientation, relative sizes, etc.). Over the last years convolutional neural network…