Search Results for author: Philipp Singer

Found 4 papers, 3 papers with code

Recognizing bird species in diverse soundscapes under weak supervision

1 code implementation16 Jul 2021 Christof Henkel, Pascal Pfeiffer, Philipp Singer

We present a robust classification approach for avian vocalization in complex and diverse soundscapes, achieving second place in the BirdCLEF2021 challenge.

Robust classification

Supporting large-scale image recognition with out-of-domain samples

1 code implementation4 Oct 2020 Christof Henkel, Philipp Singer

This article presents an efficient end-to-end method to perform instance-level recognition employed to the task of labeling and ranking landmark images.

Image Classification Image Retrieval +1

Backtesting the predictability of COVID-19

1 code implementation22 Jul 2020 Dmitry Gordeev, Philipp Singer, Marios Michailidis, Mathias Müller, SriSatish Ambati

Our work studies the predictive performance of models at various stages of the pandemic to better understand their fundamental uncertainty and the impact of data availability on such forecasts.

Discovering Beaten Paths in Collaborative Ontology-Engineering Projects using Markov Chains

no code implementations8 Jul 2014 Simon Walk, Philipp Singer, Markus Strohmaier, Tania Tudorache, Mark A. Musen, Natalya F. Noy

For example, the 11th revision of the ICD, which is currently under active development by the WHO contains nearly 50, 000 classes representing a vast variety of different diseases and causes of death.

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