Official implementation of the CVPR'23 Paper "ABCD : Arbitrary Bitwise Coefficient for De-quantization"
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Jun 1, 2023 - Python
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dequantization
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One matrix-free spectral primitive for an operator's whole spectral world — densities, moments, free convolution, pseudospectra, the Brown measure, dequantization diagnostics. Spans 18+ fields of math & physics. pip install resona
scientific-computing quantum-computing gaussian-processes lanczos spectral-methods numerical-linear-algebra random-matrix-theory matrix-free dequantization pseudospectral-methods quantum-computing-algorithms stochastic-trace-estimation free-probability pseudospectra
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Jun 26, 2026 - Python
Dequantization-aware benchmark of fixed quantum filter stems (quanvolution, QPF) for low-data chest X-ray object detection on RSNA and VinDr-CXR
benchmarking pytorch medical-imaging quantum-computing object-detection quantum-machine-learning chest-xray dequantization pennylane low-data-learning quanvolution rsna-pneumonia
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Aug 18, 2026 - Python
Do we really need quantum computing? A runnable essay: one matrix-free dial — the effective rank Φ₁ — flags which quantum speedups survive a classical attack, and which were never quantum at all.
python cryptography reproducible-research quantum-computing spectral-analysis quantum-machine-learning matrix-free dequantization randomized-linear-algebra shor-algorithm effective-rank quantum-advantage
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Jul 10, 2026 - Python
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