Quantum linear algebra is all you need for Transformer architectures

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Quantum linear algebra is all you need for Transformer architectures

26 February 2024

Alán Aspuru-Guzik

Patrick Rebentrost

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Papers citing "Quantum linear algebra is all you need for Transformer architectures"

10 / 10 papers shown

Title
Quantum Complex-Valued Self-Attention Model Fu Chen Qinglin Zhao Li Feng Longfei Tang Yangbin Lin Haitao Huang MQ 122 0 0 24 Mar 2025
Provable learning of quantum states with graphical models Liming Zhao Naixu Guo Maohui Luo Patrick Rebentrost 51 3 0 17 Sep 2023
Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer Greg Yang J. E. Hu Igor Babuschkin Szymon Sidor Xiaodong Liu David Farhi Nick Ryder J. Pachocki Weizhu Chen Jianfeng Gao 99 166 0 07 Mar 2022
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 156 1,123 0 14 Sep 2020
Predicting Many Properties of a Quantum System from Very Few Measurements Hsin-Yuan Huang R. Kueng J. Preskill 53 1,107 0 18 Feb 2020
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 198 3,520 0 19 Aug 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 92 1,821 0 29 Mar 2018
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 224 7,745 0 31 Aug 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 573 27,311 0 01 Sep 2014

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