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cs.LG2024
Structured Diffusion Models with Mixture of Gaussians as Prior Distribution
Nanshan Jia, Tingyu Zhu, Haoyu Liu +1
We propose a class of structured diffusion models, in which the prior distribution is chosen as a mixture of Gaussians, rather than a standard Gaussian distribution. The specific m…
cs.SD2024★ 1 cited
Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation
Tingyu Zhu, Haoyu Liu, Ziyu Wang +2
Developing generative models to create or conditionally create symbolic music presents unique challenges due to the combination of limited data availability and the need for high p…
cs.DC2024
A Preliminary Study on Accelerating Simulation Optimization with GPU Implementation
Jinghai He, Haoyu Liu, Yuhang Wu +2
We provide a preliminary study on utilizing GPU (Graphics Processing Unit) to accelerate computation for three simulation optimization tasks with either first-order or second-order…