Lukasik, Jovita

10 publications

ICLR 2025 Can We Talk Models into Seeing the World Differently? Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper

AutoML 2025 Transferrable Surrogates in Expressive Neural Architecture Search Spaces Shiwen Qin, Gabriela Kadlecová, Martin Pilát, Shay B Cohen, Roman Neruda, Elliot J. Crowley, Jovita Lukasik, Linus Ericsson

ICML 2024 Implicit Representations for Constrained Image Segmentation Jan Philipp Schneider, Mishal Fatima, Jovita Lukasik, Andreas Kolb, Margret Keuper, Michael Moeller

ICML 2024 Surprisingly Strong Performance Prediction with Neural Graph Features Gabriela Kadlecová, Jovita Lukasik, Martin Pilát, Petra Vidnerová, Mahmoud Safari, Roman Neruda, Frank Hutter

NeurIPSW 2023 Implicit Representations for Image Segmentation Jan Philipp Schneider, Mishal Fatima, Jovita Lukasik, Andreas Kolb, Margret Keuper, Michael Moeller

TMLR 2023 Improving Native CNN Robustness with Filter Frequency Regularization Jovita Lukasik, Paul Gavrikov, Janis Keuper, Margret Keuper

ICLR 2023 Neural Architecture Design and Robustness: A Dataset Steffen Jung, Jovita Lukasik, Margret Keuper

ECCV 2022 Learning Where to Look – Generative NAS Is Surprisingly Efficient Jovita Lukasik, Steffen Jung, Margret Keuper

ICLR 2022 Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks Arber Zela, Julien Niklas Siems, Lucas Zimmer, Jovita Lukasik, Margret Keuper, Frank Hutter

NeurIPSW 2021 DARTS for Inverse Problems: A Study on Stability Jonas Geiping, Jovita Lukasik, Margret Keuper, Michael Moeller