MAESTRO : Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series

NeurIPSSpotlight2025

Authors
Payal Mohapatra, Yueyuan Sui, Akash Pandey, Stephen Xia, Qi Zhu
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

From clinical healthcare to daily living, continuous sensor monitoring across multiple modalities has shown great promise for real-world intelligent decision-making but also faces various challenges…

Opening excerpt from the authors’ abstract. source

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Topics

time series multimodal attention

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