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AmirHosein Fadaei

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Jul 2026

Brain-Aligned Multi-Stream Video Transformers with Sparse Self-Selection

A sparse winner-takes-all token selection module is introduced that replaces dense self-attention to improve efficiency and approximate competitive routing observed in biological visual circuits and proposes a neuro-inspired split-and-fuse video transformer.

AmirHosein Fadaei, Mahyar Maleki, M. Dehaqani · 0 citations

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