318 citations · 352 across the 21 of their papers we have counts for
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cs.CV2024★ 2 cited
What If We Recaption Billions of Web Images with LLaMA-3?
Xianhang Li, Haoqin Tu, Mude Hui +9
Web-crawled image-text pairs are inherently noisy. Prior studies demonstrate that semantically aligning and enriching textual descriptions of these pairs can significantly enhance…
cs.CV2024
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
Sucheng Ren, Xiaoke Huang, Xianhang Li +5
This study presents Medical Vision Generalist (MVG), the first foundation model capable of handling various medical imaging tasks -- such as cross-modal synthesis, image segmentati…
cs.CV2024★ 4 cited
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter
Junfei Xiao, Zheng Xu, Alan Yuille +2
This paper demonstrates that a progressively aligned language model can effectively bridge frozen vision encoders and large language models (LLMs). While the fundamental architectu…