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Manuel Schwonberg
Manuel Schwonberg
CARIAD SE
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Survey on unsupervised domain adaptation for semantic segmentation for visual perception in automated driving
M Schwonberg, J Niemeijer, JA Termöhlen, NM Schmidt, H Gottschalk, ...
IEEE Access 11, 54296-54336, 2023
312023
Generalization by adaptation: Diffusion-based domain extension for domain-generalized semantic segmentation
J Niemeijer, M Schwonberg, JA Termöhlen, NM Schmidt, T Fingscheidt
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
182024
Strong but Simple: A Baseline for Domain Generalized Dense Perception by CLIP-Based Transfer Learning
C Hümmer, M Schwonberg, L Zhou, H Cao, A Knoll, H Gottschalk
Proceedings of the Asian Conference on Computer Vision, 4223-4244, 2024
15*2024
Augmentation-based Domain Generalization for Semantic Segmentation
M Schwonberg, F El Bouazati, NM Schmidt, H Gottschalk
2023 IEEE Intelligent Vehicles Symposium (IV), 1-8, 2023
112023
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models
M Schwonberg, C Werner, H Gottschalk, C Meyer
BMVC 2024: Workshop on Workshop on Robust Recognition in the Open World, 2024
2024
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