ProxyBO: Accelerating Neural Architecture Search via Bayesian
Optimization with Zero-cost Proxies

ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies

20 October 2021

Papers citing "ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies"

15 / 15 papers shown

Title
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior Shuyu Cheng Yibo Miao Yinpeng Dong Xiao Yang Xiao-Shan Gao Jun Zhu AAML 27 3 0 29 May 2024
Predicting the Impact of Model Expansion through the Minima Manifold: A Loss Landscape Perspective Pranshu Malviya Jerry Huang Quentin Fournier Sarath Chandar 54 0 0 24 May 2024
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization Zheyi Fan Wenyu Wang S. Ng Q. Hu 19 1 0 24 May 2024
TG-NAS: Leveraging Zero-Cost Proxies with Transformer and Graph Convolution Networks for Efficient Neural Architecture Search Ye Qiao Haocheng Xu Sitao Huang 19 0 0 30 Mar 2024
Robustifying and Boosting Training-Free Neural Architecture Search Zhenfeng He Yao Shu Zhongxiang Dai K. H. Low 27 1 0 12 Mar 2024
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search Halima Bouzidi Smail Niar Hamza Ouarnoughi El-Ghazali Talbi 40 0 0 20 Feb 2024
An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness Jovita Lukasik Michael Moeller M. Keuper 22 1 0 18 Jul 2023
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start" Junbo Zhao Xuefei Ning En-hao Liu Binxin Ru Zixuan Zhou Tianchen Zhao Chen Chen Jiajin Zhang Q. Liao Yu Wang AI4CE 24 2 0 02 Feb 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Frank Hutter 3DV AI4CE 32 128 0 20 Jan 2023
Efficient Activation Function Optimization through Surrogate Modeling G. Bingham Risto Miikkulainen 16 2 0 13 Jan 2023
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies Arjun Krishnakumar Colin White Arber Zela Renbo Tu Mahmoud Safari Frank Hutter 36 40 0 06 Oct 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,300 0 02 Sep 2022
PaSca: a Graph Neural Architecture Search System under the Scalable Paradigm Wentao Zhang Yu Shen Zheyu Lin Yang Li Xiaosen Li Wenbin Ouyang Yangyu Tao Zhi-Xin Yang Bin Cui GNN 27 59 0 01 Mar 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search Yao Shu Zhongxiang Dai Zhaoxuan Wu K. H. Low AI4CE 44 24 0 24 Jan 2022
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale Yang Li Yu Shen Huaijun Jiang Wentao Zhang Jixiang Li Ji Liu Ce Zhang Bin Cui 25 26 0 18 Jan 2022