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quaternion-neural-networks

Here are 6 public repositories matching this topic...

eleGAN23 / HyperNets

Hypercomplex Neural Networks with PyTorch

pytorch convolutional-neural-networks phc hypercomplex lightweight-neural-network efficient-neural-networks phm quaternion-neural-networks hypercomplex-neural-networks hypercomplex-algebra hypercomlpex-parameterization parameterize-neural-network lightweight-convolution hypercomplex-convolution parameterize-hypercomplex-layer

Updated Dec 14, 2022
Python

eleGAN23 / QVAE

Official PyTorch implementation of A Quaternion-Valued Variational Autoencoder (QVAE).

entropy vae quaternions variational-autoencoder icassp generative-models variational-autoencoders entropy-measures vae-pytorch vaes pytorch-vae quaternion-neural-networks quaternion-domain

Updated Mar 30, 2022
Python

RickyMexx / 3D-Sound-Localization

Quaternion Neural Networks for 3D Sound Source Localization in Reverberant Environments.

3d-sound-localization quaternion-neural-networks reverberant-environments seldnet order-ambisonics

Updated Nov 21, 2022
Python

eleGAN23 / QGAN

Official PyTorch repository for Quaternion Generative Adversarial Networks.

gans quaternions generative-adversarial-networks quaternion-algebra sngan qnn celeba-hq generative-adversarial-nets quaternion-neural-networks quaternion-gan quaternion-generative-models hypercomplex-gan quaternion-batch-normalization

Updated Mar 30, 2022
Python

ispamm / QWT

Quaternion Wavelet Transform for Medical Imaging

medical-image-processing medical-image-analysis wavelet-transform quaternion-neural-networks generalizability quaternion-wavelet

Updated Mar 27, 2024
Python

lezaf / quaternion-phocnet

Image keyword spotting (KWS) system for handwritten documents that utilizes quaternion-analysis based methods to create a parameters-efficient network. It works as a tool to retrieve scanned pages from a collection containing a specific query word.

nlp deep-learning cnn pytorch keyword-spotting image-retrieval handwritten-text-recognition quaternion-neural-networks

Updated Jun 25, 2024
Python

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