Pinned Repositories
Explainability_tools_medical_diagnosis
Exploration of different explainability methods for 'black- box' classification models used for medical diagnosis
Grad-CAM
Testing Grad-CAM localization ability on brain tumor classification task
Intrusion_detection
Detect objects that do not belong to a static reference scene, highlight the contours and establish if such objects are persons or objects added/removed from the scene
Metric_Learning
Classification and one-shot learning tasks using a multi-dimensional embedding space created with a Siamese Neural Network trained with triplet loss function
POS_tagging
POS-tagging task with different models, involving RNN networks
Question_Answering
Question Answering task with EncoderDecoderModel (bert-tiny and DistilRoBERTa) from Hugging Face
SemEval-2023
Task 10: Explainable Detection of Online Sexism
Sentiment_analysis
Implementation of a model for a NLP Classification task
music_influence
Creation of an Ontology and a Knowledge Graph that models the influences between different artists
daniele-marini's Repositories
daniele-marini/Intrusion_detection
Detect objects that do not belong to a static reference scene, highlight the contours and establish if such objects are persons or objects added/removed from the scene
daniele-marini/Metric_Learning
Classification and one-shot learning tasks using a multi-dimensional embedding space created with a Siamese Neural Network trained with triplet loss function
daniele-marini/POS_tagging
POS-tagging task with different models, involving RNN networks
daniele-marini/Question_Answering
Question Answering task with EncoderDecoderModel (bert-tiny and DistilRoBERTa) from Hugging Face
daniele-marini/Sentiment_analysis
Implementation of a model for a NLP Classification task
daniele-marini/Explainability_tools_medical_diagnosis
Exploration of different explainability methods for 'black- box' classification models used for medical diagnosis
daniele-marini/Grad-CAM
Testing Grad-CAM localization ability on brain tumor classification task
daniele-marini/SemEval-2023
Task 10: Explainable Detection of Online Sexism