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Quantum Machine Learning

Papers

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Showing 551–575 of 699 papers

TitleStatusHype
Variational Quantum Kernels with Task-Specific Quantum Metric Learning—0
Variational Quantum Neural Networks (VQNNS) in Image Classification—0
Policy Gradients using Variational Quantum Circuits—0
Explainable quantum regression algorithm with encoded data structure—0
Verifiable cloud-based variational quantum algorithms—0
Software Simulation and Visualization of Quantum Multi-Drone Reinforcement Learning—0
VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum—0
Weight Re-Mapping for Variational Quantum Algorithms—0
What can we learn from quantum convolutional neural networks?—0
Quantum Differential Privacy: An Information Theory Perspective—0
Discrete Randomized Smoothing Meets Quantum Computing—0
Certifiably Robust Encoding Schemes—0
Superposed Parameterised Quantum Circuits—0
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning—0
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds—0
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning—0
Lean classical-quantum hybrid neural network model for image classification—0
A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models—0
The role of entanglement for enhancing the efficiency of quantum kernels towards classification—0
Active Learning on a Programmable Photonic Quantum Processor—0
Adaptive Non-local Observable on Quantum Neural Networks—0
Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles—0
Advantage of Quantum Machine Learning from General Computational Advantages—0
Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection—0
Adversarial Data Poisoning Attacks on Quantum Machine Learning in the NISQ Era—0
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All datasetshttps://www.kaggle.com/datasets/saurabhshahane/classification-of-malwaresiris

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Quantum Neural NetworkF1 score0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Best ModelAverage F11—Unverified