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cs.CV2025
Quantum Down Sampling Filter for Variational Auto-encoder
Farina Riaz, Fakhar Zaman, Hajime Suzuki +2
Variational autoencoders (VAEs) are fundamental for generative modeling and image reconstruction, yet their performance often struggles to maintain high fidelity in reconstructions…
cs.CV2023★ 3 cited
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples
Farina Riaz, Shahab Abdulla, Hajime Suzuki +3
Over the past few years, there has been significant interest in Quantum Machine Learning (QML) among researchers, as it has the potential to transform the field of machine learning…