Is One Annotation Enough? - A Data-Centric Image Classification Benchmark for Noisy and Ambiguous Label Estimation

Item #:

068431-2407

Details

DOI: https://doi.org/10.52202/068431-2407
Author(s): Sabine Dippel, Vasco Grossmann, Rainer Kiko, Reinhard Koch, Mariusz Oszust, Matti Pastell, Lars Schmarje, Jenny Stracke, Anna Valros, Nina Volkmann, Claudius Zelenka
Pages: 33215-33232 (18 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2407
Author(s): Sabine Dippel, Vasco Grossmann, Rainer Kiko, Reinhard Koch, Mariusz Oszust, Matti Pastell, Lars Schmarje, Jenny Stracke, Anna Valros, Nina Volkmann, Claudius Zelenka
Pages: 33215-33232 (18 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)