Author

Sabbir Ahmed

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Open access Oct 2026

FUSED-Net: Detecting traffic signs with limited data

Automatic Traffic Sign Recognition is paramount in modern transportation systems. However, curating large-scale datasets for diverse traffic sign detection remains impractical. In this context, we present FUSED-Net, a novel approach that enhances Few-Shot Object Detection (FSOD) for traffic signs using limited data. FU...

Md. Atiqur Rahman, Nahian Ibn Asad, M. Haque et al. · PLoS ONE · 0 citations

#computer vision Preprint Sep 2026

MemeCULT-1K: Benchmarking South Asian Cultural Context and Humor Understanding of Multimodal Models

This work introduces MemeCULT-1K, a multilingual benchmark of 1,000 South Asian memes in Bengali, English, and Hindi, where each meme is paired with a cultural context note and three human-written explanations, along with a supplementary set of 54 Bengali regional dialect memes.

Tawsif Tashwar Dipto, Mehedi Ahamed, Radib Bin Kabir et al. · 0 citations