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Nhat Thanh Tran

2 accepted papers

2026

SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging

ICML 2026poster

Attention is the critical component of a transformer. Yet the quadratic computational complexity of vanilla full attention in the input size and the inability of its linear attention variant to focus have been challenges for computer vision tasks. We provide a mathematical definition of generalized …

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