Resource Constrained Neural Network Architecture Search: Will a
Submodularity Assumption Help?

v1v2 (latest)

Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?

8 April 2019

ArXiv (abs)PDF HTML

Papers citing "Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?"

14 / 14 papers shown

Title
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 98 1 0 18 Jul 2023
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 118 3 0 22 Aug 2022
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 126 27 0 16 Dec 2021
Reconsidering CO2 emissions from Computer Vision André Fu Mahdi S. Hosseini Konstantinos N. Plataniotis 70 13 0 18 Apr 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 118 108 0 22 Jan 2021
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 116 124 0 25 Nov 2020
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search Yibo Hu Xiang Wu Ran He 76 46 0 12 Aug 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 145 684 0 01 Jun 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens Zhaohui Yang Yunhe Wang Xinghao Chen Jianyuan Guo Wei Zhang Chao Xu Chunjing Xu Dacheng Tao Chang Xu 93 17 0 29 May 2020
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy Ronghao Guo Chen Lin Chuming Li Keyu Tian Ming Sun Lu Sheng Junjie Yan BDL 94 17 0 21 May 2020
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators Yunyang Xiong Hanxiao Liu Suyog Gupta Berkin Akin Gabriel Bender Yongzhe Wang Pieter-Jan Kindermans Mingxing Tan Vikas Singh Bo Chen ObjD 45 133 0 30 Apr 2020
Tiny Video Networks A. Piergiovanni A. Angelova Michael S. Ryoo 141 46 0 15 Oct 2019
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng ... Jinjun Xiong Thomas Huang Humphrey Shi Wen-mei W. Hwu Deming Chen 106 92 0 20 Sep 2019
CARS: Continuous Evolution for Efficient Neural Architecture Search Zhaohui Yang Yunhe Wang Xinghao Chen Boxin Shi Chao Xu Chunjing Xu Qi Tian Chang Xu 122 231 0 11 Sep 2019