Search Results for author: Ali Chehab

Found 3 papers, 0 papers with code

Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications

no code implementations26 Mar 2024 Fouad Trad, Ali Chehab

The success of Large Language Models (LLMs) has led to a parallel rise in the development of Large Multimodal Models (LMMs), such as Gemini-pro, which have begun to transform a variety of applications.

Malware Classification

Automatic Target Detection for Sparse Hyperspectral Images

no code implementations14 Apr 2019 Ahmad W. Bitar, Jean-Philippe Ovarlez, Loong-Fah Cheong, Ali Chehab

The sparse component is directly used for the detection, that is, the targets are simply detected at the non-zero entries of the sparse target HSI.

Efficient Implementation of a Recognition System Using the Cortex Ventral Stream Model

no code implementations21 Nov 2017 Ahmad W. Bitar, Mohammad M. Mansour, Ali Chehab

Various optimizations targeted to increase accuracy at the so-called layers S1, C1, and S2 of the HMAX model are proposed.

Clustering

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