95 citations · 184 across the 32 of their papers we have counts for
5 papers · 1 filter
Evaluating the Progress of Deep Learning for Visual Relational Concepts
Sebastian Stabinger, Peer David, Justus Piater +1
Convolutional Neural Networks (CNNs) have become the state of the art method for image classification in the last ten years. Despite the fact that they achieve superhuman classific…
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…
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…
Proceedings of the 37th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM/AAPR), 2013
Justus Piater, Antonio Rodríguez-Sánchez
This volume represents the proceedings of the 37th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM/AAPR), held May 23-24, 2013, in Innsbruck, Austria.
ÖAGM/AAPR 2013 - The 37th Annual Workshop of the Austrian Association for Pattern Recognition
Justus Piater, Antonio J. Rodríguez Sánchez
In this editorial, the organizers summarize facts and background about the event.