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Moncef Gabbouj

Tampere University

Tampere, FIN-33101

Finland

SCHOLARLY PAPERS

15

DOWNLOADS

680

TOTAL CITATIONS

4

Scholarly Papers (15)

Hybrid Convolution Neural Architecture Search for Generative Adversarial Networks

Number of pages: 27 Posted: 05 Feb 2025
Yu Xue, Yufeng Zou, M. Wahib, Peng Chen and Moncef Gabbouj
Nanjing University of Information Science and Technology, Nanjing University of Information Science and Technology, RIKEN Center for Computational Science, RIKEN Center for Computational Science and Tampere University
Downloads 79 (833,655)

Abstract:

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Generative Adversarial Networks, Neural Architecture Search, Self Attention, Channel Attention

Hybrid Convolution Neural Architecture Search for Generative Adversarial Networks

Number of pages: 17 Posted: 03 Oct 2024
Yu Xue, Yufeng Zou, M. Wahib and Moncef Gabbouj
Nanjing University of Information Science and Technology, Nanjing University of Information Science and Technology, RIKEN Center for Computational Science and Tampere University
Downloads 26 (1,445,011)

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Generative adversarial networks, Neural Architecture Search, Self-attention, channel attention

2.

Comparative Analysis of BLE SIG Mesh and Wirepas mesh for Ad Hoc IoT Deployments: Features, Security, Efficiency and Application Suitability

Number of pages: 37 Posted: 23 Dec 2025
affiliation not provided to SSRN, Tampere University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Tampere University and Tampere University
Downloads 94 (747,755)

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Ad hoc networks, BLE SIG Mesh, Wirepas mesh, Mesh networking, IoT, Network scalability

3.

Yolo-Dkr: Differentiable Architecture Search Based on Kernel Reusing for Object Detection

Number of pages: 25 Posted: 06 Mar 2025
Yu Xue, Chenhang Yao, M. Wahib and Moncef Gabbouj
Nanjing University of Information Science and Technology, Nanjing University of Information Science and Technology, RIKEN Center for Computational Science and Tampere University
Downloads 94 (747,755)

Abstract:

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neural architecture search (NAS), differentiable architecture search (DARTS), kernel reusing, YOLOv7, coordinate attention (CA), object detection.

4.

Convolutional Versus Operational Neural Networks for Semantic Segmentation of Maritime and Harbor Scenes

Number of pages: 10 Posted: 12 Jun 2023
Tampere University, University of Helsinki, Qatar University and Tampere University
Downloads 56 (1,000,027)
Citation 3

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semantic segmentation, Operational neural networks, Self-ONNs, Generative neurons, Machine Learning, Maritime scenes

5.

Reducing Redundancy in the Bottleneck Representation of Autoencoders

Number of pages: 7 Posted: 05 Nov 2022
Tampere University, University of Jyväskylä, Aarhus University - Department of Engineering and Tampere University
Downloads 49 (1,074,648)

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Autoencoders, unsupervised learning, diversity, feature representation, dimensionality reduction, image denoising, image compression

6.

Easfp: Efficient Auto-Searched Feature Pyramid for Object Detection

Number of pages: 11 Posted: 12 May 2025
Yu Xue, Chenhang Yao, M. Wahib and Moncef Gabbouj
Nanjing University of Information Science and Technology, Nanjing University of Information Science and Technology, RIKEN Center for Computational Science and Tampere University
Downloads 45 (1,183,237)

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Feature pyramid, Explicit visual center, Differentiable architecture search, Kernel reusing, object detection

7.

Neural Architecture Search for Generative Adversarial Networks with Hybrid Convolution

Number of pages: 18 Posted: 12 Jun 2025
Yu Xue, Yufeng Zou, M. Wahib, Peng Chen and Moncef Gabbouj
Nanjing University of Information Science and Technology, Nanjing University of Information Science and Technology, RIKEN Center for Computational Science, RIKEN Center for Computational Science and Tampere University
Downloads 37 (1,236,159)

Abstract:

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Generative adversarial networks, Neural Architecture Search, Self Attention, channel attention

8.

Blind Restoration of Real-World Audio by 1d Operational Gans

Number of pages: 21 Posted: 01 Sep 2023
University of Massachusetts Amherst, Qatar University, Tampere University, Qatar University, University of Nottingham - Sir Peter Mansfield Imaging Centre and Tampere University
Downloads 36 (1,236,159)

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Real-World Audio, Blind Audio Restoration, Self-Organized Operational Neural Networks, Operational GANs

CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration

Number of pages: 16 Posted: 09 Sep 2025
Tampere University, Qatar University, Ankara Medipol University and Tampere University
Downloads 21 (1,500,232)

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Blind radar signal restoration, Co-operational regressor network, Progressive transfer learning, Radar signal processing, denoising

CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration

Number of pages: 13 Posted: 01 May 2026
Tampere University, Qatar University, Ankara Medipol University and Tampere University
Downloads 13 (1,589,301)

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Blind radar signal restoration, Co-operational regressor network, Progressive transfer learning, Radar signal processing, Denoising

10.

Zero-Shot Motor Health Monitoring by Blind

Number of pages: 13 Posted: 05 Oct 2023
Qatar University, Tampere University, Qatar University, Qatar University, Izmir University of Economics, Linnaeus University, West Virginia University and Tampere University
Downloads 34 (1,277,121)
Citation 1

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Operational Neural Networks, bearing fault detection, 1D Operational GANs, machine health monitoring, Blind Domain Transition

11.

Brsr-Opgan: Blind Radar Signal Restoration Using Operational Generative Adversarial Network

Number of pages: 15 Posted: 30 Dec 2024
Tampere University, Qatar University, Ankara Medipol University and Tampere University
Downloads 25 (1,399,036)

Abstract:

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Radar signal processingRestorationDenoisingAdversarial networks

12.

Blind Restoration of Real-World Audio by 1d Operational Gans

Number of pages: 18 Posted: 07 Apr 2023
Izmir University of Economics, Qatar University, Tampere University, Qatar University, University of Nottingham - Sir Peter Mansfield Imaging Centre and Tampere University
Downloads 25 (1,385,945)

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Real-World Audio, Blind Audio Restoration, Self-Organized Operational Neural Networks, Operational GANs.

13.

Underwater Optical Image Enhancement via Dual-Component Composite-Feature Driven Wavelet Fusion

Number of pages: 28 Posted: 08 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Tampere University
Downloads 21 (1,541,665)

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Underwater optical image enhancement, image dehazing, Color correction, Image Fusion

14.

EASFP: Efficient Auto-Searched Feature Pyramid for Object Detection

Number of pages: 25 Posted: 28 Aug 2025 Last Revised: 08 Dec 2025
Yu Xue, Chenhang Yao, M. Wahib and Moncef Gabbouj
Nanjing University of Information Science and Technology, Nanjing University of Information Science and Technology, RIKEN Center for Computational Science and Tampere University
Downloads 13 (1,518,554)

Abstract:

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Feature pyramid, Explicit visual center, Differentiable architecture search, Kernel reusing, Object detection

15.

Fanerv: Frequency Separation and Augmentation Based Neural Representation for Video

Number of pages: 29 Posted: 28 May 2025
Li Yu, Zhihui Li, Chao Yao, Jimin Xiao and Moncef Gabbouj
Nanjing University of Information Science and Technology, Nanjing University of Information Science and Technology, University of Science and Technology Beijing, affiliation not provided to SSRN and Tampere University
Downloads 12 (1,526,714)

Abstract:

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Video compression, Implicit neural representation, Neural representation for video, Wavelet transform