Christian Bergler

Lehrstuhl für Informatik 5 (Mustererkennung) Professur für Informatik (Mustererkennung)

Leveraging Co‐Occurrence to Improve Deep Learning Photo‐Identification in Social Animals (2026) Barnhill A, Towers JR, Sutton GJ, Shaw TJ, Doniol-Valcroze T, Maier A, Nöth E, Bergler C Journal article PROTECT-90: A Fault Dataset for Power System Protection (2026) Oelhaf J, Kordowich G, Bergler C, Maier A, Jäger J, Bayer S Unpublished / Preprint Advances in deep learning-driven photo identification and meta analysis of cetaceans in large data repositories (2025) Barnhill A, Towers JR, Shaw T, Arias M, Becares A, Doniol-Valcroze T, von Fersen L, et al. Journal article A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management (2025) Oelhaf J, Kordowich G, Pashaei M, Bergler C, Maier A, Jäger J, Bayer S Journal article, Review article Deep machine learning allows classification of male and female songbird songs in a species with highly variable repertoires (2025) Keck SM, Barnhill A, Smeele SQ, Hsu M, Dolson-Fazio A, Bergler C, Ball GF, et al. Journal article Same Semantics of the Signal - What Do We Cluster with what Representation (2025) Barnhill A, Traub O, Nöth E, Maier A, Bergler C Conference contribution, Original article Utilizing Deep Incomplete Classifiers To Implement Semantic Clustering For Killer Whale Photo Identification Data (2024) Barnhill A, Towers JR, Nöth E, Maier A, Bergler C Conference contribution, Original article ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement (2024) Barnhill A, Nöth E, Maier A, Bergler C Conference contribution, Original article Robust Classification of Parkinson’s Speech: an Approximation to a Scenario With Non-controlled Acoustic Conditions (2024) Lopez-Santander DA, David Rios-Urrego C, Bergler C, Nöth E, Orozco-Arroyave JR Conference contribution ORCA-SPY enables killer whale sound source simulation, detection, classification and localization using an integrated deep learning-based segmentation (2023) Hauer C, Nöth E, Barnhill A, Maier A, Guthunz J, Hofer H, Cheng RX, et al. Journal article