3 citations · 4 across the 4 of their papers we have counts for
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cs.CV2023★ 3 cited
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention
Paria Mehrani, John K. Tsotsos
Recently, a considerable number of studies in computer vision involves deep neural architectures called vision transformers. Visual processing in these models incorporates computat…
cs.CV2019
Early recurrence enables figure border ownership
Paria Mehrani, John K. Tsotsos
The face-vase illusion introduced by Rubin demonstrates how one can switch back and forth between two different interpretations depending on how the figure outlines are assigned [1…
cs.CV2017★ 1 cited
Color-opponent mechanisms for local hue encoding in a hierarchical framework
Paria Mehrani, Andrei Mouraviev, Oscar J. Avella Gonzalez +1
A biologically plausible computational model for color representation is introduced. We present a mechanistic hierarchical model of neurons that not only successfully encodes local…