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ISPAMM Research Lab's Projects

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Adaptive Propagation Graph Convolutional Network

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

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Diffusion Models for Audio Semantic Communication

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

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

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Graph Imputation Neural Network

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Official PyTorch repository for Hypercomplex Image-to-Image Transaltion

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Repository dedicated to Quaternion Neural Networks

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

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

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

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

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Quaternion Wavelet Transform for Medical Imaging

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Learning Speech Emotion Representations in the Quaternion Domain

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

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