Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series

29 July 2021

Papers citing "Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series"

7 / 7 papers shown

Title
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing Changchang Yin Ruoqi Liu Bingsheng Yao Dongdong Zhang Jeffrey Caterino Ping Zhang 41 42 0 24 Jul 2024
MUSE-Net: Missingness-aware mUlti-branching Self-attention Encoder for Irregular Longitudinal Electronic Health Records Zekai Wang Tieming Liu B. Yao 120 0 0 30 Jun 2024
SoMeR: Multi-View User Representation Learning for Social Media Siyi Guo Keith Burghardt Valeria Pante Kristina Lerman AI4TS 60 0 0 02 May 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho Suchi Saria MoE 88 18 0 05 Feb 2024
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 94 1,604 0 15 Jun 2020
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 93 1,692 0 16 Feb 2019
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification Steven Cheng-Xian Li Benjamin M. Marlin AI4TS BDL 32 87 0 14 Jun 2016