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Abstract: Pre-trained encoders in computer vision have recently received great attention from both research and industry communities. Among others, a promising paradigm is to utilize self-supervised ...
Abstract: Medical image segmentation is an important step in medical image analysis. With the rapid development of a convolutional neural network in image processing, deep learning has been used for ...
We note that our work focuses on architectural comparisons rather than competing with recent SLM developments (e.g., SmolLM, MobileLLM). Our analysis isolates the fundamental advantages of ...
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Add Gemma4 ViT encoders w/ NaFlex pipeline support (variable aspect/size per image). Thanks Yonghye Kwon Support DINOv3 weights in NaFlexVit. Thanks Yonghye Kwon Some improvements to Muon fallback ...
Since 1994, Canada has been screening all new chemical substances before allowing their use. However, many chemical substances were introduced prior to 1994. Many of these older, or "existing ...
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