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2025 ICML ICML 2025

IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Zhangyi Hu, Jiemin Wu, Hua Xu, Mingqian Liao, Ninghui Feng, Bo Gao, Songning Lai, Yutao Yue

Topics

Artificial Intelligence > Core AI > Foundation Models Deep Learning > Architectures > Neural Networks

Keywords

self-supervised learning masked autoencoder irregular multivariate time series cross-channel dependencies few-shot capability visual mae
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