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2006.04647
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Neural Architecture Search without Training
8 June 2020
J. Mellor
Jack Turner
Amos Storkey
Elliot J. Crowley
Re-assign community
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Papers citing
"Neural Architecture Search without Training"
23 / 223 papers shown
Differentiable Architecture Search for Reinforcement Learning
Yingjie Miao
Xingyou Song
John D. Co-Reyes
Daiyi Peng
Summer Yue
E. Brevdo
Aleksandra Faust
312
5
0
04 Jun 2021
How Powerful are Performance Predictors in Neural Architecture Search?
Neural Information Processing Systems (NeurIPS), 2021
Colin White
Arber Zela
Binxin Ru
Yang Liu
Katharina Eggensperger
231
150
0
02 Apr 2021
Trainless Model Performance Estimation for Neural Architecture Search
Ekaterina Gracheva
117
3
0
10 Mar 2021
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective
International Conference on Learning Representations (ICLR), 2021
Wuyang Chen
Xinyu Gong
Zinan Lin
OOD
502
275
0
23 Feb 2021
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Xinyu Gong
Wuyang Chen
Tianlong Chen
Zinan Lin
221
10
0
22 Feb 2021
EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search
International Conference on Artificial Neural Networks (ICANN), 2021
Vasco Lopes
S. Alirezazadeh
L. A. Alexandre
140
49
0
16 Feb 2021
Neural Architecture Search as Program Transformation Exploration
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2021
Jack Turner
Elliot J. Crowley
Michael F. P. O'Boyle
140
22
0
12 Feb 2021
Contrastive Embeddings for Neural Architectures
Daniel Hesslow
Iacopo Poli
167
4
0
08 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Ming Lin
Pichao Wang
Zhenhong Sun
Hesen Chen
Xiuyu Sun
Qi Qian
Hao Li
Rong Jin
279
149
0
01 Feb 2021
Neural Architecture Search with Random Labels
Computer Vision and Pattern Recognition (CVPR), 2021
Xuanyang Zhang
Pengfei Hou
Xinming Zhang
Jian Sun
216
59
0
28 Jan 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
Martin Wistuba
Naigang Wang
228
131
0
22 Jan 2021
Zero-Cost Proxies for Lightweight NAS
International Conference on Learning Representations (ICLR), 2021
Mohamed S. Abdelfattah
Abhinav Mehrotra
Łukasz Dudziak
Nicholas D. Lane
354
315
0
20 Jan 2021
Perceptron Theory Can Predict the Accuracy of Neural Networks
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Denis Kleyko
A. Rosato
E. P. Frady
Massimo Panella
Friedrich T. Sommer
GNN
212
13
0
14 Dec 2020
Privacy-preserving Collaborative Learning with Automatic Transformation Search
Computer Vision and Pattern Recognition (CVPR), 2020
Wei Gao
Shangwei Guo
Tianwei Zhang
Han Qiu
Yonggang Wen
Yang Liu
273
61
0
25 Nov 2020
Towards NNGP-guided Neural Architecture Search
Daniel S. Park
Jaehoon Lee
Daiyi Peng
Yuan Cao
Jascha Narain Sohl-Dickstein
BDL
184
34
0
11 Nov 2020
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data
International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2020
Romain Egele
Dali Wang
V. Vishwanath
Isabelle M Guyon
Zhengying Liu
LMTD
157
22
0
30 Oct 2020
On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective
Seonguk Park
Kiyoon Yoo
Nojun Kwak
FedML
219
3
0
09 Sep 2020
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks
Arber Zela
Julien N. Siems
Lucas Zimmer
Jovita Lukasik
Margret Keuper
Katharina Eggensperger
413
94
0
22 Aug 2020
Evaluating Efficient Performance Estimators of Neural Architectures
Neural Information Processing Systems (NeurIPS), 2020
Xuefei Ning
Changcheng Tang
Wenshuo Li
Zixuan Zhou
Shuang Liang
Huazhong Yang
Yu Wang
608
89
0
07 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
Lingxi Xie
Xin Chen
Kaifeng Bi
Longhui Wei
Yuhui Xu
...
Lanfei Wang
Anxiang Xiao
Jianlong Chang
Xiaopeng Zhang
Qi Tian
ViT
394
118
0
04 Aug 2020
Multi-fidelity Neural Architecture Search with Knowledge Distillation
I. Trofimov
Nikita Klyuchnikov
Mikhail Salnikov
Alexander N. Filippov
Evgeny Burnaev
349
20
0
15 Jun 2020
Speedy Performance Estimation for Neural Architecture Search
Binxin Ru
Clare Lyle
Lisa Schut
M. Fil
Mark van der Wilk
Y. Gal
381
41
0
08 Jun 2020
MANAS: Multi-Agent Neural Architecture Search
Machine-mediated learning (ML), 2019
Vasco Lopes
Fabio Maria Carlucci
P. Esperança
Marco Singh
Victor Gabillon
Antoine Yang
Hang Xu
Zewei Chen
Jun Wang
336
26
0
03 Sep 2019
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