Search Results for author: Nina Wiedemann

Found 6 papers, 4 papers with code

Traffic Forecasting on Traffic Moving Snippets

1 code implementation27 Oct 2021 Nina Wiedemann, Martin Raubal

With the performance on the traffic4cast test data and further experiments on a validation set it is shown that patch-wise prediction indeed improves accuracy.

Traffic Prediction

Jointly Learning Identification and Control for Few-Shot Policy Adaptation

no code implementations29 Sep 2021 Nina Wiedemann, Antonio Loquercio, Matthias Müller, Rene Ranftl, Davide Scaramuzza

We evaluate our approach on several complex systems and tasks, and experimentally analyze the advantages over model-free and model-based methods in terms of performance and sample efficiency.

Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis

2 code implementations13 Sep 2020 Jannis Born, Nina Wiedemann, Gabriel Brändle, Charlotte Buhre, Bastian Rieck, Karsten Borgwardt

Controlling the COVID-19 pandemic largely hinges upon the existence of fast, safe, and highly-available diagnostic tools.

Temporal Localization

POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)

5 code implementations25 Apr 2020 Jannis Born, Gabriel Brändle, Manuel Cossio, Marion Disdier, Julie Goulet, Jérémie Roulin, Nina Wiedemann

For detecting COVID-19 in particular, the model performs with a sensitivity of 0. 96, a specificity of 0. 79 and F1-score of 0. 92 in a 5-fold cross validation.

A Tracking System For Baseball Game Reconstruction

no code implementations8 Mar 2020 Nina Wiedemann, Carlos Dietrich, Claudio T. Silva

The baseball game is often seen as many contests that are performed between individuals.

Cannot find the paper you are looking for? You can Submit a new open access paper.