Nan Guo

Nanjing Normal University

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)

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Jun Li (1)Yingying Shi (1)Zhixuan Ruan (1)Nana Guo (1)Jianhua Xu (1)

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Apr 9, 2026

Jun Li +5Apr 9, 2026·also Nanjing Normal University

Beyond Mamba: Enhancing State-space Models with Deformable Dilated Convolutions for Multi-scale Traffic Object Detection

Mamba's long-range prowess gets a local detail boost: deformable dilated convolutions let state-space models finally see the small stuff in cluttered scenes.

Jun Li, Yingying Shi, Zhixuan Ruan +3

Architecture Design (Transformers, SSMs, MoE)Computer Vision

Nan Guo

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Nan Guo

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Papers (1)