Search Results for author: Stefan Keselj

Found 2 papers, 1 papers with code

Pushing the Limits of Capsule Networks

1 code implementation15 Mar 2021 Prem Nair, Rohan Doshi, Stefan Keselj

Convolutional neural networks use pooling and other downscaling operations to maintain translational invariance for detection of features, but in their architecture they do not explicitly maintain a representation of the locations of the features relative to each other.

Data Augmentation

Siamese Encoding and Alignment by Multiscale Learning with Self-Supervision

no code implementations4 Apr 2019 Eric Mitchell, Stefan Keselj, Sergiy Popovych, Davit Buniatyan, H. Sebastian Seung

We show that siamese encoding enables more accurate alignment than the image pyramids of SPyNet, a previous deep learning approach to coarse-to-fine alignment.

Self-Supervised Learning

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