Rethinking Performance Estimation in Neural Architecture Search

Rethinking Performance Estimation in Neural Architecture Search

20 May 2020

Qiang-qiang Wang

Yonghong Tian

ArXiv (abs)PDF HTML

Papers citing "Rethinking Performance Estimation in Neural Architecture Search"

10 / 10 papers shown

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 Yong Li 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 Yong Li Rongrong Ji MQ 64 12 0 21 Mar 2023
Meta Architecture for Point Cloud Analysis Haojia Lin Xiawu Zheng Lijiang Li Yong Li 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 38 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