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Jovita Lukasik

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Are Vision Language Models Texture or Shape Biased and Can We Steer Them?

Mar 14, 2024
Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Bianca Lamm, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper

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An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness

Jul 18, 2023
Jovita Lukasik, Michael Moeller, Margret Keuper

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Neural Architecture Design and Robustness: A Dataset

Jun 11, 2023
Steffen Jung, Jovita Lukasik, Margret Keuper

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Learning Where To Look -- Generative NAS is Surprisingly Efficient

Mar 16, 2022
Jovita Lukasik, Steffen Jung, Margret Keuper

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DARTS for Inverse Problems: a Study on Hyperparameter Sensitivity

Aug 12, 2021
Jonas Geiping, Jovita Lukasik, Margret Keuper, Michael Moeller

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Neural Architecture Performance Prediction Using Graph Neural Networks

Oct 19, 2020
Jovita Lukasik, David Friede, Heiner Stuckenschmidt, Margret Keuper

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Smooth Variational Graph Embeddings for Efficient Neural Architecture Search

Oct 09, 2020
Jovita Lukasik, David Friede, Arber Zela, Heiner Stuckenschmidt, Frank Hutter, Margret Keuper

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NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search

Aug 22, 2020
Julien Siems, Lucas Zimmer, Arber Zela, Jovita Lukasik, Margret Keuper, Frank Hutter

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A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction

Dec 11, 2019
David Friede, Jovita Lukasik, Heiner Stuckenschmidt, Margret Keuper

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