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3 results for “attention mechanism”
Disentangling Attention in Deep Operator Learning: A Controlled Study of Data-Driven and Physics-Informed Architectures
A controlled study isolates how specific attention mechanisms affect accuracy in deep neural operators for PDE solving, finding cross-attention consistently improves performance while self-attention’s benefits depend on problem complexity.
Sep 7, 2026
STAGformer: A Spatio-temporal Agent Graph Transformer for Micro Mobility Demand Forecasting
STAGformer is a new graph transformer architecture designed for station-level bike-sharing demand forecasting, claiming linear computational complexity and superior accuracy over existing models on NYC and Chicago datasets.
Jul 10, 2026
Baidu's "Unlimited OCR" processes dozens of document pages in one pass by treating memory like human forgetting
Baidu introduced 'Unlimited OCR', a document processing system that handles dozens of pages in one pass using a memory-efficient attention mechanism, outperforming prior systems capped at ~10 pages and currently leading the top OCR benchmark.
Published Jul 5, 2026 · Analyzed Jul 8, 2026