Search Results - Quanvolutional autoencoder
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Quantum-Enhanced Representation Learning: A Quanvolutional Autoencoder Approach against DDoS Threats
ISSN: 2504-4990, 2504-4990Published: Basel MDPI AG 01.06.2024Published in Machine learning and knowledge extraction (01.06.2024)“… “quanvolutional autoencoder” architecture for learning representations. The architecture leverages the computational advantages of quantum mechanics to improve upon traditional machine learning techniques…”
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Journal Article -
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Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)
ISSN: 1558-2434Published: IEEE 01.11.2021Published in Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design (01.11.2021)“…Image classification is a major application domain for conventional deep learning (DL). Quantum machine learning (QML) has the potential to revolutionize image…”
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Conference Proceeding -
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Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 17.09.2021Published in arXiv.org (17.09.2021)“…Image classification is a major application domain for conventional deep learning (DL). Quantum machine learning (QML) has the potential to revolutionize image…”
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