Twice Upon a Time: Complementary Representations for Time-Series Reasoning
This model combines two visual views: line plots preserve absolute measurements and the observed coordinate frame, while normalized delay embeddings factor out positive amplitude rescaling and offsets while exposing temporal structure.
Hedi Zisling, Liran Nochumsohn, Ilan Naiman et al.
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