5 citations · 6 across the 4 of their papers we have counts for
4 papers
Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios
Karim Gamal, Ahmed Gaber, Hossam Amer
Federated learning is a growing field in the machine learning community due to its decentralized and private design. Model training in federated learning is distributed over multip…
Deep Selector-JPEG: Adaptive JPEG Image Compression for Computer Vision in Image classification with Human Vision Criteria
Hossam Amer, Sepideh Shaterian, En-hui Yang
With limited storage/bandwidth resources, input images to Computer Vision (CV) applications that use Deep Neural Networks (DNNs) are often encoded with JPEG that is tailored to Hum…
Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU
Hossam Amer, Young Jin Kim, Mohamed Afify +2
Multilingual Neural Machine Translation has been showing great success using transformer models. Deploying these models is challenging because they usually require large vocabulary…
High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks
Hossam Amer, Ahmed H. Salamah, Ahmad Sajedi +1
Deploying deep Convolutional Neural Networks (CNNs) is impacted by their memory footprint and speed requirements, which mainly come from convolution. Widely-used convolution algori…