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cs.LG2025
Stochastic Siamese MAE Pretraining for Longitudinal Medical Images
Taha Emre, Arunava Chakravarty, Thomas Pinetz +9
Temporally aware image representations are crucial for capturing disease progression in 3D volumes of longitudinal medical datasets. However, recent state-of-the-art self-supervise…
cs.LG2025
OTIS: Learning High-Quality Time Series Features With Tiny Encoders
Ãzgün Turgut, Özgün Turgut, Philip Müller +3
We introduce OTIS, an open time series encoder that yields high-quality time series features for downstream deployment on any system, including resource-constrained wearables and i…