Shuntaro Suzuki

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)Training Efficiency & Optimization (1)

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Daichi Yashima (1)Shuhei Kurita (1)Yusuke Oda (1)Seitaro Otsuki (1)

Papers (1)

Apr 9, 2026

Daichi Yashima +5Apr 9, 2026

ABMAMBA: Multimodal Large Language Model with Aligned Hierarchical Bidirectional Scan for Efficient Video Captioning

Achieve 3x faster video captioning without sacrificing accuracy by swapping quadratic attention for a linear Mamba backbone and hierarchical bidirectional scanning.

Daichi Yashima, Shuhei Kurita, Yusuke Oda +3

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Training Efficiency & Optimization

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Shuntaro Suzuki

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)