2 citations · 5 across the 7 of their papers we have counts for
3 papers · 1 filter
A Computational Account Of Self-Supervised Visual Learning From Egocentric Object Play
Deepayan Sanyal, Joel Michelson, Yuan Yang +2
Research in child development has shown that embodied experience handling physical objects contributes to many cognitive abilities, including visual learning. One characteristic of…
Deep Non-Monotonic Reasoning for Visual Abstract Reasoning Tasks
Yuan Yang, Deepayan Sanyal, Joel Michelson +2
While achieving unmatched performance on many well-defined tasks, deep learning models have also been used to solve visual abstract reasoning tasks, which are relatively less well-…
Variable-Viewpoint Representations for 3D Object Recognition
Tengyu Ma, Joel Michelson, James Ainooson +3
For the problem of 3D object recognition, researchers using deep learning methods have developed several very different input representations, including "multi-view" snapshots take…