51 citations · 104 across the 12 of their papers we have counts for
12 papers
RIECNN: Real-Time Image Enhanced CNN for Traffic Sign Recognition
Reem Abdel-Salam, Rana Mostafa, Ahmed H. Abdel-Gawad
Traffic sign recognition plays a crucial role in the development of autonomous cars to reduce the accident rate and promote road safety. It has been a necessity to address traffic…
VLCQ: Post-training quantization for deep neural networks using variable length coding
Reem Abdel-Salam, Ahmed H. Abdel-Gawad, Amr G. Wassal
Quantization plays a crucial role in efficiently deploying deep learning models on resource-constrained devices. Post-training quantization does not require access to the original…
CaresAI at BioCreative IX Track 1 -- LLM for Biomedical QA
Reem Abdel-Salam, Mary Adewunmi, Modinat A. Abayomi
Large language models (LLMs) are increasingly evident for accurate question answering across various domains. However, rigorous evaluation of their performance on complex question-…
Do Biased Models Have Biased Thoughts?
Swati Rajwal, Shivank Garg, Reem Abdel-Salam +1
The impressive performance of language models is undeniable. However, the presence of biases based on gender, race, socio-economic status, physical appearance, and sexual orientati…
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset
Fakhraddin Alwajih, Samar M. Magdy, Abdellah El Mekki +34
Mainstream large vision-language models (LVLMs) inherently encode cultural biases, highlighting the need for diverse multimodal datasets. To address this gap, we introduce PEARL, a…
Enhancing Health Mention Classification Performance: A Study on Advancements in Parameter Efficient Tuning
Reem Abdel-Salam, Mary Adewunmi
Health Mention Classification (HMC) plays a critical role in leveraging social media posts for real-time tracking and public health monitoring. Nevertheless, the process of HMC pre…
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs
Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy +41
As large language models (LLMs) become increasingly integrated into daily life, ensuring their cultural sensitivity and inclusivity is paramount. We introduce our dataset, a year-l…
Gazelle: An Instruction Dataset for Arabic Writing Assistance
Samar M. Magdy, Fakhraddin Alwajih, Sang Yun Kwon +2
Writing has long been considered a hallmark of human intelligence and remains a pinnacle task for artificial intelligence (AI) due to the intricate cognitive processes involved. Re…
PubTrend: General Overview of Artificial Intelligence for Colorectal cancer diagnosis from 2010-2022
Mary Adewunmi, Reem Abdel-Salam
Colorectal cancer (CRC) is among the most prevalent cancers in the world. Due to numerous scholarly papers and broad enquiries about specific use cases for artificial intelligence…
Improved Breast Cancer Diagnosis through Transfer Learning on Hematoxylin and Eosin Stained Histology Images
Fahad Ahmed, Reem Abdel-Salam, Leon Hamnett +2
Breast cancer is one of the leading causes of death for women worldwide. Early screening is essential for early identification, but the chance of survival declines as the cancer pr…
Relating CNNs with brain: Challenges and findings
Reem Abdel-Salam
Conventional neural network models (CNN), loosely inspired by the primate visual system, have been shown to predict neural responses in the visual cortex. However, the relationship…
Human Activity Recognition using Wearable Sensors: Review, Challenges, Evaluation Benchmark
Reem Abdel-Salam, Rana Mostafa, Mayada Hadhood
Recognizing human activity plays a significant role in the advancements of human-interaction applications in healthcare, personal fitness, and smart devices. Many papers presented…