activity
20182026
most citedUnified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition

38 citations · 122 across the 18 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.LG2018

Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures

Martin Mundt, Sagnik Majumder, Tobias Weis +1

We characterize convolutional neural networks with respect to the relative amount of features per layer. Using a skew normal distribution as a parametrized framework, we investigat…

cs.CV2018

Handwritten Digit Recognition by Elastic Matching

Sagnik Majumder, C. von der Malsburg, Aashish Richhariya +1

A simple model of MNIST handwritten digit recognition is presented here. The model is an adaptation of a previous theory of face recognition. It realizes translation and rotation i…