CristianoPatricio

Cristiano Patrício's repositories

concept-based-interpretability-VLM

Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", ISBI 2024.

Language:Jupyter Notebook200

Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey

Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CSUR) 2023

500

coherent-cbe-skin

Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.

Language:Python900

zsl-methods

Official repository of the paper "ZSpeedL - Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices", AVSS 2021

Language:Python300

SGAM

Official repository of the paper "Zero-shot face recognition: Improving the discriminability of visual face features using a Semantic-Guided Attention Model", Expert Systems With Applications 2022

Language:Python100

survey-attention-medical-imaging

Implementation of the paper "A survey on attention mechanisms for medical applications: are we moving towards better algorithms?" by Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira and Jaime S. Cardoso.

MIT000

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

MIT000

CCNN

Comprehensible Convolutional Neural Networks via Guided Concept Learning

000

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

NOASSERTION000

TF-TRT-optimization

Optimize TensorFlow Models For Deployment with TensorRT

Language:Jupyter Notebook000

Biomedical-Image-Analysis-in-Python

000

ZSL_Thesis

A collection of papers, code and other things of my research in Zero-Shot Learning.

Language:PythonMIT000

custom-feature-extractor

A simple python script to extract features using deep learning models that are made available alongside pre-trained weights.

Language:Python300

carapaca_shell

Este projeto tem como objetivo a construção de um sistema na arquitetura cliente / servidor que imite o Secure Shell.

Language:Java200

modelacao-sistema-financas-python

Pretende-se construir e implementar um modelo de simulação de um sistema relacionado com o funcionamento do Serviço de Atendimento de uma Repartição de Finanças.

Language:Python000