default author photo

Ilyes Benaissa

University of Biskra

SCHOLARLY PAPERS

4

DOWNLOADS

152

TOTAL CITATIONS

4

Scholarly Papers (4)

1.

Gated Attention Augmented Double Unet for White Blood Cell Segmentation

Number of pages: 18 Posted: 04 Jun 2025
University of Biskra, 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 affiliation not provided to SSRN
Downloads 60

Abstract:

Loading...

Medical imagingWhite blood cells images segmentationSupervised deep learningConvolutional neural networksAttention augmented convolutionGating mechanism

2.

Mamba Adaptive Anomaly Transformer with Association Discrepancy for Time Series

Number of pages: 38 Posted: 13 Mar 2025
affiliation not provided to SSRN, University of Biskra, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 49
Citation 4

Abstract:

Loading...

Transformer, Association Discrepancy, Gated Attention, Mamba-SSM, Sparse Attention, Anomaly detection

3.

C-DiffDet+: Fusing Global Scene Context with Generative Denoising for High-Fidelity Car Damage Detection

Number of pages: 41 Posted: 07 Nov 2025
affiliation not provided to SSRN, University of Biskra, University of the Basque Country, affiliation not provided to SSRN, affiliation not provided to SSRN and Sorbonne University
Downloads 34

Abstract:

Loading...

Object Detection, Diffusion Model, Context-Aware Fusion, Global scene, CarDD

4.

C-DiffDet+: Fusing Global Scene Context with Generative Denoising forHigh-Fidelity Car Damage Detection

Number of pages: 46 Posted: 19 Jan 2026
affiliation not provided to SSRN, University of Biskra, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 9

Abstract:

Loading...

Object Detection \sep Diffusion Model \sep Context-Aware Fusion \sep Global scene \sep CarDD