Lars Schmarje

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 26

Top Topics

Unlabeled Instances

Image Classification

Top Venues

Publications

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Reinhard Koch
Annotating Ambiguous Images: General Annotation Strategy for Image Classification with Real-World Biomedical Validation on Vertebral Fracture Diagnosis. CoRR (2023)
Claudius Zelenka, Andrea Göhring, Daniyal Kazempour, Maximilian Hünemörder, Lars Schmarje, Peer Kröger
A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks. ICCV (Workshops) (2023)
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. DAGM (2023)
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. CoRR (2023)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation. CoRR (2022)
Lars Schmarje, Stefan Reinhold, Timo Damm, Eric Orwoll, Claus C. Glüer, Reinhard Koch
Opportunistic Hip Fracture Risk Prediction in Men from X-ray: Findings from the Osteoporosis in Men (MrOS) Study. PRIME@MICCAI (2022)
Lars Schmarje, Stefan Reinhold, Timo Damm, Eric Orwoll, Claus C. Glüer, Reinhard Koch
Opportunistic hip fracture risk prediction in Men from X-ray: Findings from the Osteoporosis in Men (MrOS) Study. CoRR (2022)
Monty Santarossa, Ayse Kilic, Claus von der Burchard, Lars Schmarje, Claudius Zelenka, Stefan Reinhold, Reinhard Koch, Johann Roider
MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss. Medical Imaging: Image Processing (2022)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation. NeurIPS (2022)
Vasco Grossmann, Lars Schmarje, Reinhard Koch
Beyond Hard Labels: Investigating data label distributions. CoRR (2022)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering. ECCV (8) (2022)
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy. CoRR (2021)
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
Learning Stixel-based Instance Segmentation. IV (2021)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels. CoRR (2021)
Lars Schmarje, Reinhard Koch
Life Is Not Black and White - Combining Semi-supervised Learning With Fuzzy Labels. LWDA (2021)
Lars Schmarje, Reinhard Koch
Life is not black and white - Combining Semi-Supervised Learning with fuzzy labels. CoRR (2021)
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
Learning Stixel-based Instance Segmentation. CoRR (2021)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Reinhard Koch
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification. IEEE Access 9 (2021)
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy. Sensors 21 (19) (2021)
Sören Henning, Klaus Jansen, Malin Rau, Lars Schmarje
Complexity and Inapproximability Results for Parallel Task Scheduling and Strip Packing. Theory Comput. Syst. 64 (1) (2020)
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclustering. CoRR (2020)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Reinhard Koch
A survey on Semi-, Self- and Unsupervised Techniques in Image Classification. CoRR (2020)
Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy. CoRR (2019)
Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch
2D and 3D Segmentation of Uncertain Local Collagen Fiber Orientations in SHG Microscopy. GCPR (2019)
Sören Henning, Klaus Jansen, Malin Rau, Lars Schmarje
Complexity and Inapproximability Results for Parallel Task Scheduling and Strip Packing. CSR (2018)
Sören Henning, Klaus Jansen, Malin Rau, Lars Schmarje
Complexity and Inapproximability Results for Parallel Task Scheduling and Strip Packing. CoRR (2017)