Diff-BGM: A Diffusion Model for Video Background Music Generation

1 code implementation • 20 May 2024 • Sizhe Li, Yiming Qin, Minghang Zheng, Xin Jin, Yang Liu

When editing a video, a piece of attractive background music is indispensable.

Music Generation

Sparse Training of Discrete Diffusion Models for Graph Generation

1 code implementation • 3 Nov 2023 • Yiming Qin, Clement Vignac, Pascal Frossard

Generative graph models struggle to scale due to the need to predict the existence or type of edges between all node pairs.

Denoising Graph Generation

Class-Balancing Diffusion Models

1 code implementation • CVPR 2023 • Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya zhang

To tackle this problem, we set from the hypothesis that the data distribution is not class-balanced, and propose Class-Balancing Diffusion Models (CBDM) that are trained with a distribution adjustment regularizer as a solution.