26 citations · 32 across the 10 of their papers we have counts for
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cs.CV2021★ 1 cited
On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of micro-PCBs
Adam Byerly, Tatiana Kalganova, Anthony J. Grichnik
We present a dataset consisting of high-resolution images of 13 micro-PCBs captured in various rotations and perspectives relative to the camera, with each sample labeled for PCB t…
cs.CV2020
No Routing Needed Between Capsules
Adam Byerly, Tatiana Kalganova, Ian Dear
Most capsule network designs rely on traditional matrix multiplication between capsule layers and computationally expensive routing mechanisms to deal with the capsule dimensional…
cs.CV2019
Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks
Adam Byerly, Tatiana Kalganova
Capsules are the name given by Geoffrey Hinton to vector-valued neurons. Neural networks traditionally produce a scalar value for an activated neuron. Capsules, on the other hand,…