15 citations · 20 across the 9 of their papers we have counts for
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cs.LG2023
Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision
Arturs Berzins
A neural network consisting of piecewise affine building blocks, such as fully-connected layers and ReLU activations, is itself a piecewise affine function supported on a polyhedra…
cs.CV2023★ 2 cited
Neural Implicit Shape Editing using Boundary Sensitivity
Arturs Berzins, Moritz Ibing, Leif Kobbelt
Neural fields are receiving increased attention as a geometric representation due to their ability to compactly store detailed and smooth shapes and easily undergo topological chan…