NASCaps: A Framework for Neural Architecture Search to Optimize the
Accuracy and Hardware Efficiency of Convolutional Capsule Networks

NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks

19 August 2020

Alberto Marchisio

Vojtěch Mrázek

Beatrice Bussolino

Maurizio Martina

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Papers citing "NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks"

14 / 14 papers shown

Title
MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks Lotfi Abdelkrim Mecharbat Alberto Marchisio Mohamed Bennai M. Ghassemi Tuka Alhanai 201 0 0 11 Feb 2025
Combining Neural Architecture Search and Automatic Code Optimization: A Survey Inas Bachiri Hadjer Benmeziane Smail Niar Riyadh Baghdadi Hamza Ouarnoughi Abdelkrime Aries 125 0 0 07 Aug 2024
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 98 1 0 18 Jul 2023
Flexible Channel Dimensions for Differentiable Architecture Search A. C. Yüzügüler Nikolaos Dimitriadis P. Frossard 26 0 0 13 Jun 2023
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks Alberto Marchisio Antonio De Marco Alessio Colucci Maurizio Martina Mohamed Bennai AAML 56 2 0 08 Apr 2023
Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor Andrea Mattia Garavagno D. Leonardis A. Frisoli 99 1 0 15 Dec 2022
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks Alberto Marchisio Vojtěch Mrázek Andrea Massa Beatrice Bussolino Maurizio Martina Mohamed Bennai AAML 140 6 0 11 Oct 2022
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search A. C. Yüzügüler Nikolaos Dimitriadis P. Frossard 29 2 0 23 Mar 2022
Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework Mohamed Bennai Alberto Marchisio Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif 98 34 0 20 Sep 2021
Evolutionary Algorithms in Approximate Computing: A Survey Lukás Sekanina 59 4 0 16 Aug 2021
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark Chaojian Li Zhongzhi Yu Yonggan Fu Yongan Zhang Yang Zhao Haoran You Qixuan Yu Yue Wang Yingyan Lin 148 111 0 19 Mar 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 118 109 0 22 Jan 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 129 147 0 21 Dec 2020
DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hardware Alberto Marchisio Vojtěch Mrázek Muhammad Abdullah Hanif Mohamed Bennai 41 12 0 12 Oct 2020