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10/20/2022
Iterative collaborative routing among equivariant capsules for transformation-robust capsule networks
Transformation-robustness is an important feature for machine learning m...
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10/20/2022
Robustcaps: a transformation-robust capsule network for image classification
Geometric transformations of the training data as well as the test data ...
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03/15/2022
Can you even tell left from right? Presenting a new challenge for VQA
Visual Question Answering (VQA) needs a means of evaluating the strength...
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10/04/2020
Learning Compositional Structures for Deep Learning: Why Routing-by-agreement is Necessary
A formal description of the compositionality of neural networks is assoc...
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08/04/2019
Building Deep, Equivariant Capsule Networks
Capsule networks are constrained by their, relative, inability to deeper...
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08/20/2018