IPatch (Multi-Resolution Transformer)
IPatch (Multi-Resolution Transformer)
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A multi-resolution Transformer architecture that integrates both point-wise and patch-wise tokens for comprehensive temporal modeling in time series forecasting.
Why It Matters
It is the novel core architecture proposed to solve the trade-off between fine-grained and contextual temporal modeling in time series forecasting.
Evidence
We propose IPatch, a multi-resolution Transformer architecture that integrates both point-wise and patch-wise tokens, modeling temporal information at multiple resolutions.
Related Papers
Metadata & Links
- created_at
- 2026-03-28T05:28:35Z