2 papers
quant-ph2024
Untrained Filtering with Trained Focusing for Superior Quantum Architecture Search
Lian-Hui Yu, Xiao-Yu Li, Geng Chen +3
Quantum architecture search (QAS) represents a fundamental challenge in quantum machine learning. Unlike previous methods that treat it as a static search process, from a perspecti…
quant-ph2024
QUSL: Quantum Unsupervised Image Similarity Learning with Enhanced Performance
Lian-Hui Yu, Xiao-Yu Li, Geng Chen +3
Leveraging quantum properties to enhance complex learning tasks has been proven feasible, with excellent recent achievements in the field of unsupervised learning. However, current…