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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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* 11 pages, 5 figures 

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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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* camera ready version for DAGM GCPR 2020. arXiv admin note: substantial text overlap with arXiv:1912.05317 

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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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* 13 pages, 4 figures, 6 tables 

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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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