ISPAMM Research Lab

GESCO

Offcial PyTorch repository for the paper "Generative Semantic Communication: Diffusion Models Beyond Bit Recovery"

kernel-activation-functions

Several implementations of the kernel-based activation functions

hTorch

Repository dedicated to Quaternion Neural Networks

MHyEEG

Official PyTorch repository for Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals, ICASSPW 2023.

PHBreast

Official PyTorch repository for ...

realnvp-demo-pytorch

NAF-DPM

NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement

HI2I

Official PyTorch repository for Hypercomplex Image-to-Image Transaltion

MATE

MetA-Train to Explain

FairDrop

SAF-Toolbox

A MATLAB implementation of the basic functions of the novel nonlinear Spline Adaptive Filter (SAF)

DM4ASC

Diffusion Models for Audio Semantic Communication

diffusion-audio-semantic-communication

DualQSELD-TCN

Official PyTorch repository for Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation

neural-networks-lab

Lab sessions for the Neural Networks course

Img2Img-SC

QWT

Quaternion Wavelet Transform for Medical Imaging

complex-kaf-demo

Demo of the complex KAF neural network

PHYDI

Official PyTorch repository of "PHYDI: Initializing Parameterized Hypercomplex Neural Networks as Identity Functions"

eager-tutorial

TensorFlow eager tutorial

MMD-Bayesian-Neural-Network

rhemo

Learning Speech Emotion Representations in the Quaternion Domain

DistributedGCN

StawGAN-page

workshops

AttentionBCS

Official PyTorch repository for "Attention-map augmentation for hypercomplex breast cancer classification", Pattern Recognition Letters, 2024.

HxAI

Official PyTorch repository for "Towards Explaining Hypercomplex Neural Networks", WCCI 2024.

AP-GCN

Adaptive Propagation Graph Convolutional Network

GINN

Graph Imputation Neural Network

PRER