Search Results for author: Zhimin He

Found 3 papers, 0 papers with code

Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble

no code implementations13 Jan 2024 Chuangtao Chen, Qinglin Zhao, Mengchu Zhou, Zhimin He, Zhili Sun, Haozhen Situ

We introduce partial trace operations to enforce non-unitary and reduce the number of trainable parameters by using a parameter-sharing strategy and incorporating temporal information as an input in the backward process.

Denoising Generative Adversarial Network +1

Variational quantum compiling with double Q-learning

no code implementations22 Mar 2021 Zhimin He, Lvzhou Li, Shenggen Zheng, Yongyao Li, Haozhen Situ

Quantum compiling aims to construct a quantum circuit V by quantum gates drawn from a native gate alphabet, which is functionally equivalent to the target unitary U.

Q-Learning Reinforcement Learning (RL)

Quantum generative adversarial network for generating discrete distribution

no code implementations3 Jul 2018 Haozhen Situ, Zhimin He, Yuyi Wang, Lvzhou Li, Shenggen Zheng

Quantum machine learning has recently attracted much attention from the community of quantum computing.

Quantum Physics

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