123 citations · 123 across the 2 of their papers we have counts for
3 papers
Q-Capsule: A Localized Capsule-Based Quantum Neural Architecture for Barren Plateau Mitigation
Awal Ahmed Fime, Tasfia Zaman Samiha, Saika Zaman +4
Variational quantum algorithms are often limited by barren plateaus: gradients vanish as circuit size and depth increase, making quantum neural networks difficult to train. We prop…
Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions
Hadi Amini, Md Jueal Mia, Yasaman Saadati +6
Language models (LMs) are machine learning models designed to predict linguistic patterns by estimating the probability of word sequences based on large-scale datasets, such as tex…
Recent Advances in Deep Learning Techniques for Face Recognition
Md. Tahmid Hasan Fuad, Awal Ahmed Fime, Delowar Sikder +7
In recent years, researchers have proposed many deep learning (DL) methods for various tasks, and particularly face recognition (FR) made an enormous leap using these techniques. D…