2 papers
quant-ph2025
Enhancing a Convolutional Autoencoder with a Quantum Approximate Optimization Algorithm for Image Noise Reduction
Tara Kit, Kimsay Pov, Kimleang Kea +3
Image denoising is essential for removing noise in images caused by electric device malfunctions or other factors during image acquisition. It ensures the preservation of image qua…
quant-ph2024
Enhancing Knapsack-based Financial Portfolio Optimization Using Quantum Approximate Optimization Algorithm
Chansreynich Huot, Kimleang Kea, Tae-Kyung Kim +1
Portfolio optimization is a primary component of the decision-making process in finance, aiming to tactfully allocate assets to achieve optimal returns while considering various co…