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hongyong han

2 accepted papers

2025

CoralVQA: A Large-Scale Visual Question Answering Dataset for Coral Reef Image Understanding

NeurIPS 2025oral

Coral reefs are vital yet vulnerable ecosystems that require continuous monitoring to support conservation. While coral reef images provide essential information in coral monitoring, interpreting such images remains challenging due to the need for domain expertise. Visual Question Answering (VQA), p…

Cited by 0SourceScholar
2025

Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health

AAAI 2025technical

Coral reefs play a crucial role in marine ecosystems, offering a nutrient-rich environment and safe shelter for numerous marine species. Automated coral image recognition aids in monitoring ocean health at a scale without experts' manual effort. Recently, large vision-language models like CLIP have…

Cited by 0SourcePDFScholar