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brain_project

Analyzing brain connectivity during sleep. Semester project - ETH Zürich - Summer 2018.

cil2018

A “2-in-1” deep neural model for generating and scoring galaxy images. End-of-semester team project - Computational Intelligence Lab class - Spring 2018

datasciencelab2018_digitec

Building a shopping assistant prototype for Digitec Galaxus. Team project for the Data Science Lab at the ETH Zürich.

distance_matters_performance_estimation

Code for "Distance Matters for Improving Performance Estimation Under Covariate Shift", ICCV Workshop on Uncertainty Quantification 2023, Roschewitz & Glocker.

dl-humanproteinclassification

Investigating how deep learning architectures and regularization techniques affect the accuracy of neural networks in the area of image classification based on the Human Protein Image Classification task. Group project for the Deep Learning course - ETH Zurich.

failure_detection_benchmark

Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

melanibe.github.io

pytorch-project-template

This repository contains a code structure that can be used as a PyTorch project template.

snake

A basic implementation of snake to discover the Tkinter library

usmotiontracking

A combined approach for tracking anatomical landmarks in liver during respiratory motion (course project, ETH Zurich, Spring 2019)