most citedRobust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks

2 citations · 2 across the 1 of their papers we have counts for

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2 papers

cs.LG2023★ 2 cited

Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks

Louis Bethune, Paul Novello, Thibaut Boissin +4

We propose a new method, dubbed One Class Signed Distance Function (OCSDF), to perform One Class Classification (OCC) by provably learning the Signed Distance Function (SDF) to the…

cs.LG2020

ThriftyNets : Convolutional Neural Networks with Tiny Parameter Budget

Guillaume Coiffier, Ghouthi Boukli Hacene, Vincent Gripon

Typical deep convolutional architectures present an increasing number of feature maps as we go deeper in the network, whereas spatial resolution of inputs is decreased through down…