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TSDE

TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative dual-orthogonal Transformer encoder architecture with a crossover mechanism, and employing a unique IIF mask strategy (KDD 2024, main research track).

diffusion-models embeddings representation-learning time-series transformer-encoders

Creat：2024-05-03T16:22:59

Update：2025-02-23T17:10:36

https://arxiv.org/abs/2405.05959

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