Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers

Krzysztof Choromanski, Shanda Li, Valerii Likhosherstov, Kumar Avinava Dubey, Shengjie Luo, Di He, Yiming Yang, Tamás Sarlós, Thomas Weingarten, Adrian Weller. Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 2278-2286, PMLR, 2024. [doi]

Abstract

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