10 citations · 11 across the 2 of their papers we have counts for
2 papers
stat.ME2023★ 1 cited
Efficient Multimodal Sampling via Tempered Distribution Flow
Yixuan Qiu, Xiao Wang
Sampling from high-dimensional distributions is a fundamental problem in statistical research and practice. However, great challenges emerge when the target density function is unn…
cs.LG2023★ 10 cited
Learning Manifold Dimensions with Conditional Variational Autoencoders
Yijia Zheng, Tong He, Yixuan Qiu +1
Although the variational autoencoder (VAE) and its conditional extension (CVAE) are capable of state-of-the-art results across multiple domains, their precise behavior is still not…