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20232026
most citedQuantum Convolutional Neural Networks with Interaction Layers for Classification of Classical Data

22 citations · 22 across the 6 of their papers we have counts for

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quant-ph2026

Moment-Structured Block Encodings of Periodic Finite-Difference Operators

Jishnu Mahmud, Rebekah Herrman

Block encoding is the standard technique for accessing matrix data in quantum linear-algebra algorithms. Its implementation directly affects its subnormalization, which in turn con…

quant-ph2026

Explicit Block Encoding of Difference-of-Gaussian Operators on a Periodic Grid

Jishnu Mahmud, John Winship, Tom Lash +2

The Difference-of-Gaussian (DoG) is a widely used operator across applications, including image processing (feature and edge detection), quantum machine learning, and finite-differ…