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Object-Oriented Deep Learning
(Center for Brains, Minds and Machines (CBMM), 2017-10-31)
We investigate an unconventional direction of research that aims at converting neural networks, a class of distributed, connectionist, sub-symbolic models into a symbolic level with the ultimate goal of achieving AI ...
Spatial IQ Test for AI
(2017-12-31)
We introduce SITD (Spatial IQ Test Dataset), a dataset used to evaluate the capabilities of computational models for pattern recognition and visual reasoning. SITD is a generator of images in the style of the Raven Progressive ...