Quaternion Generative Adversarial Networks

19 April 2021

Papers citing "Quaternion Generative Adversarial Networks"

17 / 17 papers shown

Title
Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning Danilo Comminiello Eleonora Grassucci Danilo P. Mandic A. Uncini HAI AI4CE 31 2 0 11 May 2024
Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation Johannes Pöppelbaum Andreas Schwung AI4TS 26 1 0 18 Mar 2024
Generalizing Medical Image Representations via Quaternion Wavelet Networks Luigi Sigillo Eleonora Grassucci A. Uncini Danilo Comminiello MedIm 30 5 0 16 Oct 2023
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling Guilherme Vieira Eleonora Grassucci Marcos Eduardo Valle Danilo Comminiello 3DPC 15 4 0 11 Oct 2023
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 32 3 0 05 Sep 2023
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 23 3 0 17 Jul 2023
Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation Zewen Zheng Guoheng Huang Xiaochen Yuan Chi-Man Pun Hongzhi Liu Wing-Kuen Ling 35 22 0 12 May 2023
Hypercomplex Image-to-Image Translation Eleonora Grassucci Luigi Sigillo A. Uncini Danilo Comminiello 29 7 0 04 May 2022
Multi-View Hypercomplex Learning for Breast Cancer Screening Eleonora Lopez Eleonora Grassucci Martina Valleriani Danilo Comminiello 30 8 0 12 Apr 2022
Learning Speech Emotion Representations in the Quaternion Domain E. Guizzo Tillman Weyde Simone Scardapane Danilo Comminiello 21 18 0 05 Apr 2022
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation Eleonora Grassucci Gioia Mancini Christian Brignone A. Uncini Danilo Comminiello 18 16 0 04 Apr 2022
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss Junren Chen Michael Kwok-Po Ng 16 20 0 04 Feb 2022
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions Eleonora Grassucci Aston Zhang Danilo Comminiello 28 38 0 08 Oct 2021
Convolutional Filtering and Neural Networks with Non Commutative Algebras Alejandro Parada-Mayorga Landon Butler Alejandro Ribeiro 27 10 0 23 Aug 2021
DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training Jiaheng Wei Minghao Liu Jiahao Luo Andrew Zhu James Davis Yang Liu GAN 66 11 0 19 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 285 10,354 0 12 Dec 2018
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing Titouan Parcollet Mohamed Morchid G. Linarès 140 93 0 31 Oct 2018