Rethinking Performance Estimation in Neural Architecture Search

Rethinking Performance Estimation in Neural Architecture Search

20 May 2020

Qiang-qiang Wang

Yonghong Tian

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Papers citing "Rethinking Performance Estimation in Neural Architecture Search"

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Title
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search Halima Bouzidi Smail Niar Hamza Ouarnoughi El-Ghazali Talbi 85 0 0 20 Feb 2024
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration Lijiang Li Huixia Li Xiawu Zheng Jie Wu Xuefeng Xiao Rui Wang Min Zheng Xin Pan Chia-Wen Lin Rongrong Ji 152 42 0 19 Sep 2023
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective Yuexiao Ma Huixia Li Xiawu Zheng Xuefeng Xiao Rui Wang Shilei Wen Xin Pan Chia-Wen Lin Rongrong Ji MQ 64 12 0 21 Mar 2023
Meta Architecture for Point Cloud Analysis Haojia Lin Xiawu Zheng Lijiang Li Chia-Wen Lin Sha Wang Yan Wang Yonghong Tian Rongrong Ji 3DPC 72 48 0 26 Nov 2022
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search Guocheng Qian Xuanyang Zhang Ge Li Chen Zhao Yukang Chen Xinming Zhang Guohao Li Jian Sun 74 4 0 11 Apr 2022
OMPQ: Orthogonal Mixed Precision Quantization Yuexiao Ma Taisong Jin Xiawu Zheng Yan Wang Huixia Li Yongjian Wu Guannan Jiang Wei Zhang Rongrong Ji MQ 116 37 0 16 Sep 2021
Efficient Model Performance Estimation via Feature Histories Shengcao Cao Xiaofang Wang Kris Kitani 120 1 0 07 Mar 2021
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data Romain Egele Prasanna Balaprakash V. Vishwanath Isabelle M Guyon Zhengying Liu LMTD 58 21 0 30 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 127 48 0 02 Oct 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 101 111 0 04 Aug 2020