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Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
26 January 2023
Louis Bethune
Paul Novello
Thibaut Boissin
Guillaume Coiffier
M. Serrurier
Quentin Vincenot
Andres Troya-Galvis
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Papers citing
"Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks"
10 / 10 papers shown
Title
HALO: Robust Out-of-Distribution Detection via Joint Optimisation
Hugo Lyons Keenan
S. Erfani
Christopher Leckie
OODD
209
0
0
27 Feb 2025
Scanning Trojaned Models Using Out-of-Distribution Samples
Hossein Mirzaei
Ali Ansari
Bahar Dibaei Nia
Mojtaba Nafez
Moein Madadi
...
Kian Shamsaie
Mahdi Hajialilue
Jafar Habibi
Mohammad Sabokrou
M. Rohban
OODD
61
2
0
28 Jan 2025
Killing it with Zero-Shot: Adversarially Robust Novelty Detection
Hossein Mirzaei
Mohammad Jafari
Hamid Reza Dehbashi
Zeinab Sadat Taghavi
Mohammad Sabokrou
M. Rohban
71
1
0
28 Jan 2025
Solving robust MDPs as a sequence of static RL problems
Adil Zouitine
Matthieu Geist
Emmanuel Rachelson
28
0
0
08 Oct 2024
1-Lipschitz Neural Distance Fields
Guillaume Coiffier
Louis Bethune
43
3
0
14 Jun 2024
DP-SGD with weight clipping
Antoine Barczewski
Jan Ramon
11
1
0
27 Oct 2023
Your Out-of-Distribution Detection Method is Not Robust!
Mohammad Azizmalayeri
Arshia Soltani Moakhar
Arman Zarei
Reihaneh Zohrabi
M. T. Manzuri
M. Rohban
OODD
38
15
0
30 Sep 2022
Robust-by-Design Classification via Unitary-Gradient Neural Networks
Fabio Brau
Giulio Rossolini
Alessandro Biondi
Giorgio Buttazzo
AAML
37
5
0
09 Sep 2022
Exploring Differential Geometry in Neural Implicits
Tiago Novello
Guilherme Gonçalves Schardong
L. Schirmer
V. Silva
Helio Lopes
Luiz Velho
65
26
0
23 Jan 2022
Recent Advances in Adversarial Training for Adversarial Robustness
Tao Bai
Jinqi Luo
Jun Zhao
B. Wen
Qian Wang
AAML
76
473
0
02 Feb 2021
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