395 citations · 692 across the 25 of their papers we have counts for
4 papers · 1 filter
Self-Representation Alignment in Diffusion Models for Video Background Music Generation
Jincheng Zhang, György Fazekas, Charalampos Saitis
Diffusion models have been widely used for various generative tasks. However, recent studies have demonstrated that the internal representations learned in the diffusion models' de…
Transporting Trial Evidence Under Posterior Drift and Possible Hidden Confounding
Xilin Mao, Bosen Cui, Yuhong Yang
Randomized trials provide internally valid treatment-effect evidence, but trial participants may not represent the target population. In contrast, observational studies are often c…
Assessing Estimate of CATE from Observational Data via an RCT Study
Bosen Cui, Yuhong Yang
Conditional average treatment effects (CATEs) are increasingly estimated from observational data and used to guide policy and individualized treatment decisions. Before such estima…
Combining pre-trained models via localized model averaging
Ziwen Gao, Baihua He, Yuhong Yang
Many pre-trained models (PTMs) are available in modern applications. Because different PTMs are often trained on different datasets, their performances can vary substantially for d…