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DLinear
DLinear
PulseAugur coverage of DLinear — every cluster mentioning DLinear across labs, papers, and developer communities, ranked by signal.
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Releases · 30d
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Papers · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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New research questions superposition in Transformers for time series forecasting
Researchers have investigated the internal representations of transformer models used for time series forecasting, finding that complex mechanisms like superposition are not necessary for competitive performance. Studie…
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MSMixer model enhances long-term time series forecasting with multi-scale temporal mixing
Researchers have introduced MSMixer, a novel multi-scale MLP architecture designed for long-term time series forecasting. This model simultaneously processes data at different temporal resolutions (1x, 4x, and 16x) usin…