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20202026
most citedA Survey and Implementation of Performance Metrics for Self-Organized Maps

2 citations · 4 across the 12 of their papers we have counts for

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cs.LG2025

Prototype-Guided Diffusion: Visual Conditioning without External Memory

Bilal Faye, Hanane Azzag, Mustapha Lebbah

Diffusion models achieve state-of-the-art image generation but remain computationally costly due to iterative denoising. Latent-space models like Stable Diffusion reduce overhead y…

cs.CV2025

MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote Sensing

Karim Radouane, Hanane Azzag, Mustapha lebbah

We propose a unified framework that integrates object detection (OD) and visual grounding (VG) for remote sensing (RS) imagery. To support conventional OD and establish an intuitiv…