Efficient Evaluation Methods for Neural Architecture Search: A Survey

Efficient Evaluation Methods for Neural Architecture Search: A Survey

14 January 2023

Papers citing "Efficient Evaluation Methods for Neural Architecture Search: A Survey"

15 / 15 papers shown

Title
TopoNAS: Boosting Search Efficiency of Gradient-based NAS via Topological Simplification Giacomo Vedovati ShiNung Ching Bo Yuan 40 0 0 02 Aug 2024
CAP: A Context-Aware Neural Predictor for NAS Han Ji Yuqi Feng Yanan Sun 29 0 0 04 Jun 2024
Brain-inspired Evolutionary Architectures for Spiking Neural Networks Wenxuan Pan Feifei Zhao Zhuoya Zhao Yi Zeng 47 3 0 11 Sep 2023
DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common Corruptions Xuhong Ren Jianlang Chen Felix Juefei Xu Wanli Xue Qing-Wu Guo L. Ma Jianjun Zhao Shengyong Chen AAML OOD 24 11 0 21 Sep 2022
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Weichen Liu 36 9 0 30 Aug 2022
EAutoDet: Efficient Architecture Search for Object Detection Xiaoxing Wang Jiale Lin Junchi Yan Juanping Zhao Xiaokang Yang 32 23 0 21 Mar 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search Yao Shu Zhongxiang Dai Zhaoxuan Wu K. H. Low AI4CE 49 26 0 24 Jan 2022
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition Cheng Peng Yangyang Li Ronghua Shang L. Jiao 44 14 0 07 Dec 2021
BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search Xiangning Xie Yuqiao Liu Yanan Sun Gary G. Yen Bing Xue Mengjie Zhang 57 16 0 09 Aug 2021
A Survey on Evolutionary Neural Architecture Search Yuqiao Liu Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen Kay Chen Tan 123 404 0 25 Aug 2020
Understanding and Robustifying Differentiable Architecture Search Arber Zela T. Elsken Tonmoy Saikia Yassine Marrakchi Thomas Brox Frank Hutter OOD AAML 66 366 0 20 Sep 2019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 131 498 0 24 Apr 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 270 36,371 0 25 Aug 2016