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Zi-Qi Liu

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#small language model Preprint Sep 2026

Can Edge-Deployable Vision-Language Models Identify Species?

It is tested whether models in this deployment-relevant 2--8B range carry genuine taxonomic knowledge, evaluating four such VLMs against the domain-specific specialist BioCLIP on a 96-species task, and comparing clean iNaturalist photographs against camera-trap imagery from 6 LILA.

William Zhou, Mayukha Siripuram, Xiao-Wei Yan et al. · 0 citations
#computer vision Preprint Sep 2026

VisCAD: A Foundation Model Suite with Multimodal Industrial CAD Intelligence

VisCAD is presented, a foundation model suite designed to provide both broad generalization and strong CAD capability for realistic industrial products that includes a domain-specific harness that leverages frontier models for complex assembly generation and demonstrates advantages over general-purpose harnesses in bot...

Guan-Ling Li, Zhi-Chao Huang, Hui-Mu Yu et al. · 0 citations

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