Lars Schmarje

Researcher, Wayve

Joined

February 2020

Names

Lars Schmarje (Preferred)

Emails

****@informatik.uni-kiel.de (Confirmed)

****@schmarje-sh.de (Confirmed)

Personal Links

ORCID

Career & Education History

Researcher

Wayve (wayve.ai)

2025 – Present

Researcher

Quality Match (quality-match.com)

2024 – 2025

Intern

Bosch (bosch.de)

2023 – 2024

PhD student

Multimedia Information Processing Group (informatik.uni-kiel.de)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Reinhard Koch

2019 – 2024

Coauthor

Claudius Zelenka

2019 – 2024

Coauthor

Rainer Kiko

2019 – 2024

Coauthor

Nina Volkmann

2019 – 2024

Expertise

semi-supervised learning

Present

deep learning

Present

data-centric

Present

data labeling

Present

ambiguous

Present

Publications

Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
S2C2 - An orthogonal method for Semi-Supervised Learning on ambiguous labels
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
- 2021 (modified: 13 Jun 2022)
- CoRR 2021
- Readers: Everyone
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Reinhard Koch
- 2021 (modified: 13 Jun 2022)
- IEEE Access 2021
- Readers: Everyone
Learning Stixel-based Instance Segmentation
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
- 2021 (modified: 13 Jun 2022)
- IV 2021
- Readers: Everyone
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
- 2021 (modified: 13 Jun 2022)
- CoRR 2021
- Readers: Everyone
Life Is Not Black and White - Combining Semi-supervised Learning With Fuzzy Labels
Lars Schmarje, Reinhard Koch
- 2021 (modified: 13 Jun 2022)
- LWDA 2021
- Readers: Everyone
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
- 2021 (modified: 13 Jun 2022)
- Sensors 2021
- Readers: Everyone
Life is not black and white - Combining Semi-Supervised Learning with fuzzy labels
Lars Schmarje, Reinhard Koch
- 2021 (modified: 13 Jun 2022)
- CoRR 2021
- Readers: Everyone
Learning Stixel-based Instance Segmentation
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
- 2021 (modified: 13 Jun 2022)
- CoRR 2021
- Readers: Everyone

View all 17 publications

Lars Schmarje

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors