data curation 1fine-grained classification 1food recognition 1food segmentation 1language injection 1large language models 1multimodal fusion 1multimodal retrieval 1transformer decoders 1vision-language models 1
From the 2 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Food Image Segmentation with LLM-Derived Ingredient Labels and Multimodal Fusion
Jui-Feng Chi, Wei-Ta Chu, Sheng-Long Lin
The paper proposes two plug‑and‑play modules that inject ingredient labels generated by large language models into image segmentation networks, boosting fine‑grained food image seg…
cs.CV2026
Fine-Grained Food Image Understanding via Target-Aware Data Alignment
Jui-Feng Chi, Wei-Lun Chu, Bruce Coburn +2
The paper introduces a data-centric approach that selects and refines web-collected image‑caption pairs to better train CLIP‑style vision‑language models for fine‑grained food reco…