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Arber Zela

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Multi-objective Differentiable Neural Architecture Search

Feb 28, 2024
Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter

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Neural Architecture Search: Insights from 1000 Papers

Jan 25, 2023
Colin White, Mahmoud Safari, Rhea Sukthanker, Binxin Ru, Thomas Elsken, Arber Zela, Debadeepta Dey, Frank Hutter

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NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies

Oct 06, 2022
Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter

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Neural Architecture Search for Dense Prediction Tasks in Computer Vision

Feb 15, 2022
Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter

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NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy

Feb 11, 2022
Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter

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Multi-headed Neural Ensemble Search

Jul 09, 2021
Ashwin Raaghav Narayanan, Arber Zela, Tonmoy Saikia, Thomas Brox, Frank Hutter

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Bag of Tricks for Neural Architecture Search

Jul 08, 2021
Thomas Elsken, Benedikt Staffler, Arber Zela, Jan Hendrik Metzen, Frank Hutter

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How Powerful are Performance Predictors in Neural Architecture Search?

Apr 02, 2021
Colin White, Arber Zela, Binxin Ru, Yang Liu, Frank Hutter

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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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