Pauli
PulseAugur coverage of Pauli — every cluster mentioning Pauli across labs, papers, and developer communities, ranked by signal.
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Quantum-Embedded Attention model shows no consistent advantage on classical datasets
Researchers have investigated the performance of a hybrid quantum-classical model, Quantum-Embedded Attention (QEA), on classical datasets for cross-modality classification. The study aimed to determine if a parameteriz…
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Quantum generative models gain representational power with classical randomness
Researchers have demonstrated that incorporating shared classical randomness into quantum generative models can enable them to represent a broader range of distributions than purely unitary models, even at shallow circu…
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New quantum tomography method achieves high fidelity with fewer measurements
Researchers have developed a novel fixed-protocol amortized MPS estimator for quantum state tomography, significantly improving fidelity with fewer measurements. This approach, detailed in a recent arXiv paper, conditio…
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Quantum neural networks use noise for robust intrusion detection · arXiv research
This paper introduces a rigorous theoretical framework for stochastic quantum neural networks (SQNNs) to enhance adversarial robustness in network intrusion detection. The research proposes a "decoherence-contraction th…