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1802.06205
Cited By
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet
17 February 2018
S. H. HasanPour
Mohammad Rouhani
Mohsen Fayyaz
Mohammad Sabokrou
Ehsan Adeli
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Papers citing
"Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet"
16 / 16 papers shown
Enhancing the accuracies by performing pooling decisions adjacent to the output layer
Scientific Reports (Sci Rep), 2023
Yuval Meir
Yarden Tzach
Ronit D. Gross
Ofek Tevet
R. Vardi
Ido Kanter
319
5
0
10 Mar 2023
Efficient shallow learning as an alternative to deep learning
Scientific Reports (Sci Rep), 2022
Yuval Meir
Ofek Tevet
Yarden Tzach
Shiri Hodassman
Ronit D. Gross
Ido Kanter
195
31
0
15 Nov 2022
SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design
International Conference on Automated Software Engineering (ASE), 2022
Houssem Ben Braiek
Ali Tfaily
Foutse Khomh
Thomas Reid
Ciro Guida
332
0
0
07 Sep 2022
Physics-Guided Adversarial Machine Learning for Aircraft Systems Simulation
IEEE Transactions on Reliability (IEEE Trans. Reliab.), 2022
Houssem Ben Braiek
Thomas Reid
Foutse Khomh
AAML
208
5
0
07 Sep 2022
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey
Abhijith Sharma
Yijun Bian
Phil Munz
Apurva Narayan
VLM
AAML
370
34
0
16 Jun 2022
Testing Feedforward Neural Networks Training Programs
ACM Transactions on Software Engineering and Methodology (TOSEM), 2022
Houssem Ben Braiek
Foutse Khomh
AAML
226
21
0
01 Apr 2022
Training Thinner and Deeper Neural Networks: Jumpstart Regularization
Integration of AI and OR Techniques in Constraint Programming (CP-AI-OR), 2022
Carles Roger Riera Molina
Camilo Rey
Thiago Serra
Eloi Puertas
O. Pujol
397
5
0
30 Jan 2022
Full-attention based Neural Architecture Search using Context Auto-regression
Yuan Zhou
Haiyang Wang
Shuwei Huo
Boyu Wang
211
5
0
13 Nov 2021
Design Smells in Deep Learning Programs: An Empirical Study
Amin Nikanjam
Foutse Khomh
222
15
0
05 Jul 2021
Automatic Fault Detection for Deep Learning Programs Using Graph Transformations
ACM Transactions on Software Engineering and Methodology (TOSEM), 2021
Amin Nikanjam
Houssem Ben Braiek
Mohammad Mehdi Morovati
Foutse Khomh
GNN
193
37
0
17 May 2021
A needle-based deep-neural-network camera
R. Guo
Soren Nelson
Rajesh Menon
151
0
0
14 Nov 2020
Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset
C. Qiu
Xiaochong Tong
M. Schmitt
B. Bechtel
Xiaoxiang Zhu
237
61
0
16 May 2020
Minority Reports Defense: Defending Against Adversarial Patches
Michael McCoyd
Won Park
Steven Chen
Neil Shah
Ryan Roggenkemper
Minjune Hwang
J. Liu
David Wagner
AAML
246
70
0
28 Apr 2020
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression
IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), 2020
R. Lin
Ching-Yun Ko
Zhuolun He
Cong Chen
Yuan Cheng
Hao Yu
G. Chesi
Ngai Wong
217
6
0
28 Feb 2020
Modern CNNs for IoT Based Farms
EAI International Conference on ICT for Development for Africa (ICEIDA), 2019
P. Gikunda
239
7
0
15 Jul 2019
MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign Classification
A. Wong
M. Shafiee
Michael St. Jules
305
64
0
28 Mar 2018
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