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clinical-self-supervised-cbir-ct-liver

Code used in clinically motivated self-supervised learning framework for content-based image retrieval of CT liver images.

infexperiment

informationtheoryexperiment

Code used for information theory analysis of deep neural networks using matrix--based renyi's entropy and tensor kernels.

kernelizedtaylordiagram

Code related to the Kernelized Taylor Diagram

master-template

Template and style files for ICLR

mixupcontrastivelearning

Code for mixup contrastive learning

quantus

Quantus is a comprehensive toolbox for responsible evaluation of neural network explanations

relax

Code for RELAX, a framework for explaining representations.

ssl-summer-school-dtu

This repository contains resources for the summer school on self-supervised learning at DTU (2023).

thesis

This repository containts all code for my master thesis where the task is to perform semantic segmentation of colorectal polyps using Fully Convolutional Networks.

timeseriesxai

Code used in the paper "Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series"

torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

uc-in-xai

Code used in paper "Uncertainty and interpretability in convolutional neural networks for semantic segmentation of colorectal polyps"

uit-thesis

LaTeX document class for writing theses

unsupervisedscalablerepresentationlearningtimeseries

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

visual-intelligence-gradudate-school

wickstrom.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes