469 citations · 1.6k across the 93 of their papers we have counts for
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cs.CV2016★ 1 cited
Theta-RBM: Unfactored Gated Restricted Boltzmann Machine for Rotation-Invariant Representations
Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Learning invariant representations is a critical task in computer vision. In this paper, we propose the Theta-Restricted Boltzmann Machine (θ-RBM in short), which builds upon the o…
cs.CV2016★ 1 cited
Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient Filters
Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Finding suitable features has been an essential problem in computer vision. We focus on Restricted Boltzmann Machines (RBMs), which, despite their versatility, cannot accommodate t…