Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

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

Add code


   Access Paper or Ask Questions

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

Add code

* NeurIPS Datasets and Benchmarks Track 2022 

   Access Paper or Ask Questions

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

Add code


   Access Paper or Ask Questions

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

Add code

* ICLR 2022 

   Access Paper or Ask Questions

Multi-headed Neural Ensemble Search


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

Add code

* 8 pages, 12 figures, 3 tables 

   Access Paper or Ask Questions

Bag of Tricks for Neural Architecture Search


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

Add code


   Access Paper or Ask Questions

How Powerful are Performance Predictors in Neural Architecture Search?


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

Add code


   Access Paper or Ask Questions

Smooth Variational Graph Embeddings for Efficient Neural Architecture Search


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

Add code

* 13 pages, 4 figures, 6 tables 

   Access Paper or Ask Questions

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

Add code


   Access Paper or Ask Questions

1
2
>>