Henning Petzka

18 papers A* 2Misc 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking.
CoRR
Ting Han, Linara Adilova, Henning Petzka, Jens Kleesiek, Michael Kamp
2025 J jnl
PRADA: Probability-Ratio-Based Attribution and Detection of Autoregressive-Generated Images.
CoRR
Simon Damm, Jonas Ricker, Henning Petzka, Asja Fischer
2023 — conf
FAM: Relative Flatness Aware Minimization.
TAG-ML
Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp
2023 J jnl
FAM: Relative Flatness Aware Minimization.
CoRR
Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp
2022 J jnl
Discriminating Against Unrealistic Interpolations in Generative Adversarial Networks.
CoRR
Henning Petzka, Ted Kronvall, Cristian Sminchisescu
2021 J jnl
Non-attracting Regions of Local Minima in Deep and Wide Neural Networks.
J. Mach. Learn. Res.
Henning Petzka, Cristian Sminchisescu
2021 A* conf
Relative Flatness and Generalization.
NeurIPS
Henning Petzka, Michael Kamp, Linara Adilova, Cristian Sminchisescu, Mario Boley
2021 A* conf
TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks.
ICLR
Martin Trimmel, Henning Petzka, Cristian Sminchisescu
2020 J jnl
Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks.
CoRR
Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu
2020 — conf
Notes on the Symmetries of 2-Layer ReLU-Networks.
NLDL
Henning Petzka, Martin Trimmel, Cristian Sminchisescu
2019 J jnl
A Reparameterization-Invariant Flatness Measure for Deep Neural Networks.
CoRR
Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu
2018 — conf
A Mighty Dataset for Stress-Testing Question Answering Systems.
ICSC
Bastian Haarmann, Claudio Martens, Henning Petzka, Giulio Napolitano
2018 J jnl
Non-attracting Regions of Local Minima in Deep and Wide Neural Networks.
CoRR
Henning Petzka, Cristian Sminchisescu
2018 — conf
On the regularization of Wasserstein GANs.
ICLR (Poster)
Henning Petzka, Asja Fischer, Denis Lukovnikov
2017 Misc conf
Benchmarking Faceted Browsing Capabilities of Triplestores.
SEMANTiCS
Henning Petzka, Claus Stadler, Georgios Katsimpras, Bastian Haarmann, Jens Lehmann
2017 — conf
MOCHA2017: The Mighty Storage Challenge at ESWC 2017.
SemWebEval@ESWC
Kleanthi Georgala, Mirko Spasic, Milos Jovanovik, Henning Petzka, Michael Röder, Axel-Cyrille Ngonga Ngomo
2017 J jnl
On the regularization of Wasserstein GANs.
CoRR
Henning Petzka, Asja Fischer, Denis Lukovnikov
2017 — conf
The Tale of Sansa Spark.
ISWC (Posters, Demos & Industry Tracks)
Ivan Ermilov, Jens Lehmann, Gezim Sejdiu, Lorenz Bühmann, Patrick Westphal, Claus Stadler, Simon Bin, Nilesh Chakraborty, Henning Petzka, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Hajira Jabeen