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2001.01233
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EcoNAS: Finding Proxies for Economical Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2020
5 January 2020
Dongzhan Zhou
Xinchi Zhou
Wenwei Zhang
Chen Change Loy
Shuai Yi
Xuesen Zhang
Wanli Ouyang
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Papers citing
"EcoNAS: Finding Proxies for Economical Neural Architecture Search"
50 / 68 papers shown
ArchPilot: A Proxy-Guided Multi-Agent Approach for Machine Learning Engineering
Zhuowen Yuan
Tao Liu
Yang Yang
Y. Wang
Feng Qi
Kaushik Rangadurai
Bo Li
Shuang Yang
AI4CE
224
0
0
06 Nov 2025
Spiking Neural Network Architecture Search: A Survey
Kama Svoboda
Tosiron Adegbija
233
0
0
16 Oct 2025
OptiProxy-NAS: Optimization Proxy based End-to-End Neural Architecture Search
Bo Lyu
Yu Cui
Tuo Shi
Ke Li
158
0
0
06 Sep 2025
Zero-Shot Neural Architecture Search with Weighted Response Correlation
Kun Jing
Luoyu Chen
Jungang Xu
Jianwei Tai
Yiyu Wang
Shuaimin Li
244
3
0
08 Jul 2025
You Only Train Once
Christos Sakaridis
219
0
0
04 Jun 2025
A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances
Brian B. Moser
Arundhati S. Shanbhag
Stanislav Frolov
Federico Raue
Joachim Folz
Andreas Dengel
592
14
0
23 May 2025
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models
X. Wang
Haoyang Li
Zeyang Zhang
Zeyang Zhang
Wenwu Zhu
LRM
471
6
0
28 Apr 2025
Fair Differentiable Neural Network Architecture Search for Long-Tailed Data with Self-Supervised Learning
Jiaming Yan
240
0
0
19 Jun 2024
Graph is all you need? Lightweight data-agnostic neural architecture search without training
Zhenhan Huang
Tejaswini Pedapati
Pin-Yu Chen
Chunheng Jiang
Jianxi Gao
GNN
443
1
0
02 May 2024
Robustifying and Boosting Training-Free Neural Architecture Search
International Conference on Learning Representations (ICLR), 2024
Zhenfeng He
Yao Shu
Zhongxiang Dai
K. H. Low
270
8
0
12 Mar 2024
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
Yameng Peng
Andy Song
Haytham M. Fayek
Victor Ciesielski
Xiaojun Chang
653
20
0
07 Mar 2024
Encodings for Prediction-based Neural Architecture Search
Yash Akhauri
Mohamed S. Abdelfattah
AI4CE
297
8
0
04 Mar 2024
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models
Ruiyang Qin
Yuting Hu
Zheyu Yan
Jinjun Xiong
Ahmed Abbasi
Yiyu Shi
174
10
0
09 Feb 2024
TVT: Training-Free Vision Transformer Search on Tiny Datasets
Zimian Wei
H. Pan
Lujun Li
Peijie Dong
Zhiliang Tian
Xin-Yi Niu
Dongsheng Li
ViT
176
10
0
24 Nov 2023
ASP: Automatic Selection of Proxy dataset for efficient AutoML
Peng Yao
Chao Liao
Jiyuan Jia
Jianchao Tan
Bin Chen
Chengru Song
Chen Zhang
281
5
0
17 Oct 2023
Zero Grads: Learning Local Surrogate Losses for Non-Differentiable Graphics
ACM Transactions on Graphics (TOG), 2023
Michael Fischer
Tobias Ritschel
360
7
0
10 Aug 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Guihong Li
Duc-Tuong Hoang
Kartikeya Bhardwaj
Ming Lin
Zinan Lin
R. Marculescu
468
47
0
05 Jul 2023
Training-free Neural Architecture Search for RNNs and Transformers
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Aaron Serianni
Jugal Kalita
258
9
0
01 Jun 2023
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models
Aashka Trivedi
Takuma Udagawa
Michele Merler
Yikang Shen
Yousef El-Kurdi
Bishwaranjan Bhattacharjee
343
9
0
16 Mar 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients
International Conference on Learning Representations (ICLR), 2023
Guihong Li
Yuedong Yang
Kartikeya Bhardwaj
R. Marculescu
610
89
0
26 Jan 2023
Neural Architecture Search: Insights from 1000 Papers
Colin White
Mahmoud Safari
R. Sukthanker
Binxin Ru
T. Elsken
Arber Zela
Debadeepta Dey
Katharina Eggensperger
3DV
AI4CE
509
208
0
20 Jan 2023
β
β
β
-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Peng Ye
Tong He
Baopu Li
Tao Chen
Mengwei He
Wanli Ouyang
OOD
261
9
0
16 Jan 2023
Differentiable Search of Accurate and Robust Architectures
Yuwei Ou
Xiangning Xie
Shan Gao
Yanan Sun
Kay Chen Tan
Jiancheng Lv
OOD
AAML
302
2
0
28 Dec 2022
Speeding up NAS with Adaptive Subset Selection
Vishak Prasad
Colin White
P. Jain
Sibasis Nayak
Ganesh Ramakrishnan
BDL
274
10
0
02 Nov 2022
Automated Dominative Subspace Mining for Efficient Neural Architecture Search
Yaofo Chen
Yong Guo
Daihai Liao
Fanbing Lv
Hengjie Song
James Tin-Yau Kwok
Zhuliang Yu
427
6
0
31 Oct 2022
EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring
Neural Information Processing Systems (NeurIPS), 2022
Yash Akhauri
J. P. Muñoz
Nilesh Jain
Ravi Iyer
407
15
0
15 Sep 2022
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Lumin Xu
Sheng Jin
Wentao Liu
Chao Qian
Wanli Ouyang
Ping Luo
Xiaogang Wang
3DH
281
53
0
23 Aug 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
European Conference on Computer Vision (ECCV), 2022
Yushu Wu
Yifan Gong
Pu Zhao
Yanyu Li
Zheng Zhan
Wei Niu
Hao Tang
Minghai Qin
Bin Ren
Yanzhi Wang
SupR
MQ
293
35
0
25 Jul 2022
PASHA: Efficient HPO and NAS with Progressive Resource Allocation
International Conference on Learning Representations (ICLR), 2022
Ondrej Bohdal
Lukas Balles
Martin Wistuba
Beyza Ermis
Cédric Archambeau
Giovanni Zappella
343
14
0
14 Jul 2022
FedorAS: Federated Architecture Search under system heterogeneity
Łukasz Dudziak
Stefanos Laskaridis
Javier Fernandez-Marques
FedML
453
10
0
22 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search
Shiqing Liu
Haoyu Zhang
Yaochu Jin
424
57
0
03 Jun 2022
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2022
Yameng Peng
A. Song
V. Ciesielski
Haytham M. Fayek
Xiaojun Chang
210
19
0
27 Apr 2022
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
Computer Vision and Pattern Recognition (CVPR), 2022
J. Mok
Byunggook Na
Ji-Hoon Kim
Dongyoon Han
Sungroh Yoon
AAML
324
29
0
28 Mar 2022
Structured Pruning is All You Need for Pruning CNNs at Initialization
Yaohui Cai
Weizhe Hua
Hongzheng Chen
G. E. Suh
Christopher De Sa
Zhiru Zhang
CVBM
350
18
0
04 Mar 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
International Journal of Computer Vision (IJCV), 2022
T. Elsken
Arber Zela
J. H. Metzen
B. Staffler
Thomas Brox
Abhinav Valada
Katharina Eggensperger
OOD
222
26
0
15 Feb 2022
Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization
International Conference on Learning Representations (ICLR), 2022
Can Wang
Sheng Jin
Yingda Guan
Wentao Liu
Chao Qian
Ping Luo
Wanli Ouyang
241
17
0
21 Jan 2022
KNAS: Green Neural Architecture Search
International Conference on Machine Learning (ICML), 2021
Jingjing Xu
Bo Pan
Junyang Lin
Rundong Gao
Xu Sun
Hongxia Yang
226
70
0
26 Nov 2021
ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yu Shen
Yan Zhao
Jian Zheng
Wentao Zhang
Peng Yao
Jixiang Li
Sen Yang
Ji Liu
Cui Bin
AI4CE
475
43
0
20 Oct 2021
GradSign: Model Performance Inference with Theoretical Insights
Zhihao Zhang
Zhihao Jia
385
36
0
16 Oct 2021
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation
Complex & Intelligent Systems (CIS), 2021
Shengran Hu
Ran Cheng
Cheng He
Zhichao Lu
Jing Wang
Miao Zhang
234
10
0
08 Oct 2021
L
2
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2
NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning
International Conference on Information and Knowledge Management (CIKM), 2021
Keith G. Mills
Fred X. Han
Mohammad Salameh
Seyed Saeed Changiz Rezaei
Linglong Kong
Wei Lu
Shuo Lian
Shangling Jui
Di Niu
242
13
0
25 Sep 2021
Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Wuyang Chen
Xinyu Gong
Junru Wu
Yunchao Wei
Humphrey Shi
Zhicheng Yan
Yi Yang
Zinan Lin
303
20
0
26 Aug 2021
BN-NAS: Neural Architecture Search with Batch Normalization
Boyu Chen
Peixia Li
Baopu Li
Chen Lin
Chuming Li
Ming Sun
Junjie Yan
Wanli Ouyang
302
35
0
16 Aug 2021
Generic Neural Architecture Search via Regression
Neural Information Processing Systems (NeurIPS), 2021
Yuhong Li
Cong Hao
Pan Li
Jinjun Xiong
Deming Chen
235
35
0
04 Aug 2021
Bag of Tricks for Neural Architecture Search
T. Elsken
B. Staffler
Arber Zela
J. H. Metzen
Katharina Eggensperger
181
5
0
08 Jul 2021
GLiT: Neural Architecture Search for Global and Local Image Transformer
Boyu Chen
Peixia Li
Chuming Li
Baopu Li
Mengwei He
Chen Lin
Ming Sun
Junjie Yan
Wanli Ouyang
ViT
436
100
0
07 Jul 2021
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets
Hayeon Lee
Eunyoung Hyung
Sung Ju Hwang
314
56
0
02 Jul 2021
Zero-Cost Operation Scoring in Differentiable Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2021
Li Xiang
Łukasz Dudziak
Mohamed S. Abdelfattah
Thomas C. P. Chau
Nicholas D. Lane
Hongkai Wen
271
12
0
12 Jun 2021
Accelerating Neural Architecture Search via Proxy Data
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Byunggook Na
J. Mok
Hyeokjun Choe
Sungroh Yoon
278
24
0
09 Jun 2021
FEAR: A Simple Lightweight Method to Rank Architectures
Debadeepta Dey
Shital C. Shah
Sébastien Bubeck
OOD
250
4
0
07 Jun 2021
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