133 citations · 160 across the 5 of their papers we have counts for
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cs.CV2017
Dynamic Steerable Blocks in Deep Residual Networks
Jörn-Henrik Jacobsen, Bert de Brabandere, Arnold W. M. Smeulders
Filters in convolutional networks are typically parameterized in a pixel basis, that does not take prior knowledge about the visual world into account. We investigate the generaliz…
cs.CV2016
Structured Receptive Fields in CNNs
Jörn-Henrik Jacobsen, Jan van Gemert, Zhongyu Lou +1
Learning powerful feature representations with CNNs is hard when training data are limited. Pre-training is one way to overcome this, but it requires large datasets sufficiently si…