The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods

4 March 2022

Papers citing "The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods"

3 / 3 papers shown

Title
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models Nadarasar Bahavan Sachith Seneviratne Saman K. Halgamuge BDL 45 0 0 11 Mar 2025
Familiarity-Based Open-Set Recognition Under Adversarial Attacks Philip Enevoldsen Christian Gundersen Nico Lang Serge J. Belongie Christian Igel 49 1 0 03 Jan 2025
Open-Set Recognition: a Good Closed-Set Classifier is All You Need? S. Vaze Kai Han Andrea Vedaldi Andrew Zisserman BDL 167 404 0 12 Oct 2021