Minh-Son To

Flinders University

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Constitutional AI & AI Ethics (1)Multimodal Models (1)

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Ta Duc Huy (1)Trang Nguyen (1)Townim Chowdhury (1)Ankit Yadav (1)

Papers (1)

Jun 30, 2026

Australian Institute for Machine1w ago·also Adelaide University, Corresponding author, Flinders University

Visual Semantic Entropy: Do Vision Language Models Recognize Visual Ambiguity?

Overconfident visual embeddings can mask true uncertainty, but Visual Semantic Entropy reveals the hidden complexity of visual ambiguity in vision-language models.

Ta Duc Huy, Trang Nguyen, Townim Chowdhury +5

Computer Vision Constitutional AI & AI Ethics Multimodal Models

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Minh-Son To

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)