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Abstract: Although the vision transformer-based methods (ViTs) exhibit an excellent performance than convolutional neural networks (CNNs) for image recognition tasks, their pixel-level semantic ...

Abstract: Utilizing signal processing tools in deep learning models has been drawing increasing attention. Fourier transform (FT), one of the most popular signal processing tools, is employed in many ...

Does not impact any trained timm models but could impact downstream use. Factor non-persistent param init out of __init__ into a common method that can be externally called via ...

This repository documents my implementations for the assignments of the CMU course 11-868: Large Language Model Systems. Here are some important notes and fixes I encountered while completing the ...