simone7monaco
I'm currently a PhD student at the Department of Control and Computer Engineering at PoliTo (@dbdmg group). My research interest relates to theory-based machine
Politecnico di Torino
Pinned Repositories
PINNTrainingStrategies
Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"
auto-cysts-segmentation
Repository for the segmentation framework proposed in the paper "AI for automated cyst segmentation on engineered kidney tubules"
rescue
Pytorch implementation of the Double-Step Framework to perform wildfires severity estimation from Sentinel-2 satellite images
newzeland-plants
density-based-weighting-for-imbalanced-regression
Code for the paper "Density-based weighting for imbalanced regression". Contains an implementation for our imbalanced regression method and the experiments found in the paper.
multimodal-rag-helper
A helper for building multimodal Retrieval-Augmented Generation (RAG) models, enabling the integration of text, image, and other data modalities for enhanced query generation and context-aware responses.
PatchyParticles
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
rescue
tantem-segmentation
simone7monaco's Repositories
simone7monaco/multimodal-rag-helper
A helper for building multimodal Retrieval-Augmented Generation (RAG) models, enabling the integration of text, image, and other data modalities for enhanced query generation and context-aware responses.
simone7monaco/tantem-segmentation
simone7monaco/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
simone7monaco/auto-cysts-segmentation
Repository for the segmentation framework proposed in the paper "AI for automated cyst segmentation on engineered kidney tubules"
simone7monaco/rescue
simone7monaco/newzeland-plants
simone7monaco/density-based-weighting-for-imbalanced-regression
Code for the paper "Density-based weighting for imbalanced regression". Contains an implementation for our imbalanced regression method and the experiments found in the paper.
simone7monaco/XT-rene-policistico
My modifications on FBK code
simone7monaco/PINNTrainingStrategies
Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"
simone7monaco/theoryGalgorithms
Code and dataset for the submitted article "Theory-guided deep learning algorithms: an experimental evaluation"
simone7monaco/PatchyParticles