QNet: A Quantum-native Sequence Encoder Architecture

31 October 2022

Hao-Sheng Chen

Papers citing "QNet: A Quantum-native Sequence Encoder Architecture"

23 / 23 papers shown

Title
Quantum advantage in learning from experiments Hsin-Yuan Huang Michael Broughton Jordan S. Cotler Sitan Chen Jingkai Li ... Hartmut Neven Ryan Babbush R. Kueng J. Preskill Jarrod R. McClean 50 479 0 01 Dec 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini Marcel Worring 122 85 0 13 Oct 2021
Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion Alessandro Suglia Qiaozi Gao Jesse Thomason Govind Thattai Gaurav Sukhatme LM&Ro 96 77 0 10 Aug 2021
Pay Attention to MLPs Hanxiao Liu Zihang Dai David R. So Quoc V. Le AI4CE 122 662 0 17 May 2021
FNet: Mixing Tokens with Fourier Transforms James Lee-Thorp Joshua Ainslie Ilya Eckstein Santiago Ontanon 99 530 0 09 May 2021
Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet Luke Melas-Kyriazi ViT 39 102 0 06 May 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 418 2,674 0 04 May 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 654 41,103 0 22 Oct 2020
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis Zilong Wang Zhaohong Wan Xiaojun Wan 54 121 0 07 Sep 2020
Quantum Long Short-Term Memory Samuel Yen-Chi Chen Shinjae Yoo Yao-Lung L. Fang 66 164 0 03 Sep 2020
Recurrent Quantum Neural Networks Johannes Bausch 51 154 0 25 Jun 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 213 1,706 0 08 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 774 42,055 0 28 May 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 223 3,139 0 16 May 2020
EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems Rohola Zandie Mohammad H. Mahoor 95 44 0 05 Mar 2020
word2ket: Space-efficient Word Embeddings inspired by Quantum Entanglement Ali (Aliakbar) Panahi Seyran Saeedi Tom Arodz 28 32 0 12 Nov 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 61 560 0 27 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Tensor2Tensor for Neural Machine Translation Ashish Vaswani Samy Bengio E. Brevdo François Chollet Aidan Gomez ... Nal Kalchbrenner Niki Parmar Ryan Sepassi Noam M. Shazeer Jakob Uszkoreit 92 530 0 16 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 330 8,130 0 13 Aug 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014