fpramunno
Ph.D. student in Deep Learning at the University of Geneva and the FHNW
University of Applied Sciences North Western Switzerland (FHNW)
Pinned Repositories
fpramunno.github.io
francesco
InDI-implementation
Unofficial Pytorch implementation of the Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration (InDI)) by Delbracio et al 2023
ldm_superresolution
Official repository of the paper "Enhancing Image Resolution in Solar Physics: A Latent Diffusion Model Approach" by F.P. Ramunno et al 2024.
MAG2MAG
Official implementation of the paper project "Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution" by Francesco Pio Ramunno et al 2024
Master_Thesis
Obtaining the physical composition of NEOs using Machine Learning Approaches
Modelling_Solar_Image_with_DDPM
Github repository for the paper "Modelling Solar Images from SDO/AIA with Denoising Diffusion Probabilistic Models"
NEO_physical_properties
Dataset for NEOs' physical properties
visualtorch
VisualTorch aims to help visualize Torch-based neural network architectures.
fpramunno's Repositories
fpramunno/InDI-implementation
Unofficial Pytorch implementation of the Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration (InDI)) by Delbracio et al 2023
fpramunno/MAG2MAG
Official implementation of the paper project "Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution" by Francesco Pio Ramunno et al 2024
fpramunno/Modelling_Solar_Image_with_DDPM
Github repository for the paper "Modelling Solar Images from SDO/AIA with Denoising Diffusion Probabilistic Models"
fpramunno/fpramunno.github.io
fpramunno/ldm_superresolution
Official repository of the paper "Enhancing Image Resolution in Solar Physics: A Latent Diffusion Model Approach" by F.P. Ramunno et al 2024.
fpramunno/francesco
fpramunno/Master_Thesis
Obtaining the physical composition of NEOs using Machine Learning Approaches
fpramunno/NEO_physical_properties
Dataset for NEOs' physical properties