Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation

18 March 2024

Papers citing "Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation"

11 / 11 papers shown

Title
Speech Emotion Recognition Using Quaternion Convolutional Neural Networks Aneesh Muppidi Martin H. Radfar 42 47 0 31 Oct 2021
Quaternion Generative Adversarial Networks Eleonora Grassucci Edoardo Cicero Danilo Comminiello 55 34 0 19 Apr 2021
A Quaternion-Valued Variational Autoencoder Eleonora Grassucci Danilo Comminiello A. Uncini DRL 42 21 0 22 Oct 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 496 42,449 0 03 Dec 2019
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 663 5,808 0 25 Jul 2019
Quaternion Convolutional Neural Networks Xuanyu Zhu Yi Tian Xu Hongteng Xu Changjian Chen 57 152 0 02 Mar 2019
Quaternion Recurrent Neural Networks Titouan Parcollet Mirco Ravanelli Mohamed Morchid G. Linarès C. Trabelsi R. Mori Yoshua Bengio 31 131 0 12 Jun 2018
Deep Quaternion Networks Chase J. Gaudet Anthony Maida 58 163 0 13 Dec 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 183 835 0 27 May 2017
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 246 6,779 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 558 27,311 0 01 Sep 2014