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concept_activation_vectors icon concept_activation_vectors

Simple implementation of "Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)", Been Kim et al., 2017

concept_exp icon concept_exp

code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"

conv-caps-hsi-classification icon conv-caps-hsi-classification

Code for the paper "Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification"

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convolutional-prototype-learning icon convolutional-prototype-learning

An implementation (TensorFlow) of CPL and GCPL appeared in CVPR2018 paper: "Robust Classification with Convolutional Prototype Learning"

coswara-exp icon coswara-exp

Repo containing Kaldi Data Prep, etc. for Project Coswara

covid-19-detection icon covid-19-detection

The implementation of "A Weakly-supervised Framework for COVID-19 Classification and Lesion Localization from Chest CT"

covid-19_prognosis icon covid-19_prognosis

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

covid-cxnet icon covid-cxnet

COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

covid-cxr icon covid-cxr

Neural network model for classifying chest X-rays by presence of COVID-19 features

covid-media icon covid-media

This repository contains the dataset used in the article Chassagnon, Guillaume, et al. "AI-Driven quantification, staging and outcome prediction of COVID-19 pneumonia"

covid-us icon covid-us

Open benchmark dataset of COVID-19 related ultrasound imaging data, curated and systematically validated — Ensemble de données de référence ouvert d'imagerie échographique liées à la COVID-19, organisé et systématiquement validé

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