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Progressive Memory Transformer: Memory-Aware Attention for Time-Series

Progressive Memory Transformer adds window-aligned memory to transformers, enforcing local, mid-range, and global time-series objectives for strong low-label classification and forecasting.

Tord S Stangeland, Andreas Köhler, Steffen Maeland, Adín Ramírez Rivera

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 2/5