74 citations · 74 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 74 cited
CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation
Yusuke Tashiro, Jiaming Song, Yang Song +1
The imputation of missing values in time series has many applications in healthcare and finance. While autoregressive models are natural candidates for time series imputation, scor…
cs.LG2020
Diversity can be Transferred: Output Diversification for White- and Black-box Attacks
Yusuke Tashiro, Yang Song, Stefano Ermon
Adversarial attacks often involve random perturbations of the inputs drawn from uniform or Gaussian distributions, e.g., to initialize optimization-based white-box attacks or gener…