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Greatest papers with code

Quantum State Tomography with Conditional Generative Adversarial Networks

7 Aug 2020quantshah/qst-cgan

We augment a CGAN with custom neural-network layers that enable conversion of output from any standard neural network into a physical density matrix.

QUANTUM STATE TOMOGRAPHY

Self-concordant analysis of Frank-Wolfe algorithm

ICML 2020 kamil-safin/SCFW

Projection-free optimization via different variants of the Frank-Wolfe (FW) method has become one of the cornerstones in optimization for machine learning since in many cases the linear minimization oracle is much cheaper to implement than projections and some sparsity needs to be preserved.

QUANTUM STATE TOMOGRAPHY

Quantum tomography benchmarking

31 Dec 2020PQCLab/mQTB

As a validation of the proposed methodology and software, we analyzed and compared a set of QT methods.

QUANTUM STATE TOMOGRAPHY QUANTUM PHYSICS

Classification and reconstruction of optical quantum states with deep neural networks

3 Dec 2020quantshah/qst-nn

For pure states with additive or convolutional Gaussian noise, the QST-CGAN is able to adapt to the noise and reconstruct the underlying state.

QUANTUM STATE TOMOGRAPHY

Self-Concordant Analysis of Frank-Wolfe Algorithms

11 Feb 2020kamil-safin/SCFW

Projection-free optimization via different variants of the Frank-Wolfe (FW), a. k. a.

QUANTUM STATE TOMOGRAPHY

Variational Quantum Circuits for Quantum State Tomography

16 Dec 2019iisharankov/QuantumStateTomography

We demonstrate our method by performing numerical simulations for the tomography of the ground state of a one-dimensional quantum spin chain, using a variational quantum circuit simulator.

QUANTUM MACHINE LEARNING QUANTUM STATE TOMOGRAPHY