Papers citing 'Quaternion Generative Adversarial Networks'

Title
KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch Agnieszka Niemczynowicz Radosław Antoni Kycia AI4CE 165 1 0 29 Jun 2024
Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning Danilo Comminiello Eleonora Grassucci Danilo P. Mandic A. Uncini HAI AI4CE 212 4 0 11 May 2024
Time Series Compression using Quaternion Valued Neural Networks and Quaternion BackpropagationNeural Networks (NN), 2024 Johannes Pöppelbaum Andreas Schwung AI4TS 306 2 0 18 Mar 2024
Generalizing Medical Image Representations via Quaternion Wavelet Networks Luigi Sigillo Eleonora Grassucci A. Uncini Danilo Comminiello MedIm 423 9 0 16 Oct 2023
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion ModellingInternational Workshop on Machine Learning for Signal Processing (MLSP), 2023 Guilherme Vieira Eleonora Grassucci Marcos Eduardo Valle Danilo Comminiello 3DPC 182 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 149 4 0 05 Sep 2023
Quaternion Convolutional Neural Networks: Current Advances and Future DirectionsAdvances in Applied Clifford Algebras (AACA), 2023 Gerardo Altamirano-Gomez C. Gershenson 239 13 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 224 27 0 12 May 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 214 3 0 08 Apr 2023
Hypercomplex Image-to-Image TranslationIEEE International Joint Conference on Neural Network (IJCNN), 2022 Eleonora Grassucci Luigi Sigillo A. Uncini Danilo Comminiello 175 8 0 04 May 2022
Multi-View Hypercomplex Learning for Breast Cancer Screening Eleonora Lopez Eleonora Grassucci Martina Valleriani 324 10 0 12 Apr 2022
Learning Speech Emotion Representations in the Quaternion DomainIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 E. Guizzo Tillman Weyde Simone Scardapane Danilo Comminiello 156 29 0 05 Apr 2022
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic RepresentationPattern Recognition Letters (PR), 2022 Eleonora Grassucci Gioia Mancini Christian Brignone A. Uncini Danilo Comminiello 152 18 0 04 Apr 2022
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted LossSIAM Journal of Imaging Sciences (SIAM J. Imaging Sci.), 2022 Junren Chen Michael Kwok-Po Ng 405 29 0 04 Feb 2022
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex ConvolutionsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Eleonora Grassucci Aston Zhang Danilo Comminiello 168 43 0 08 Oct 2021
Convolutional Filtering and Neural Networks with Non Commutative AlgebrasIEEE Transactions on Signal Processing (IEEE TSP), 2021 Alejandro Parada-Mayorga Landon Butler Alejandro Ribeiro 224 11 0 23 Aug 2021
DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN TrainingEuropean Conference on Computer Vision (ECCV), 2021 Jiaheng Wei Minghao Liu Jiahao Luo Andrew Zhu James Davis Yang Liu GAN 400 15 0 19 Jan 2021