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CVIU Lab, University of Arkansas, USA 2 University of Utah, USA 3 Department of Physics, University of Arkansas, USA 1{xnguyen, hn016, sankalpp, khoaluu}@uark.edu, 2{timfaltermeier@montana.edu,nicholas.borys@utah.edu}, 3hchurch@uark.edu https://uark-cviu.github.io/projects/qupaint
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You can now retrieve images for RAG using semantic similarity of image descriptions, sidestepping the high cost of processing image tokens.
By injecting physics-based priors into multimodal LLMs, QuPAINT achieves robust quantum material characterization from optical microscopy, even with limited real-world data.