most citedImaging transformer for MRI denoising with the SNR unit training: enabling generalization across field-strengths, imaging contrasts, and anatomy

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cs.CV2023

ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data

Maya Varma, Jean-Benoit Delbrouck, Sarah Hooper +2

Vision-language models (VLMs), such as CLIP and ALIGN, are generally trained on datasets consisting of image-caption pairs obtained from the web. However, real-world multimodal dat…