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Domain Adaptation and Generalization: A Low-Complexity Approach.

, and . CoRL, volume 205 of Proceedings of Machine Learning Research, page 1081-1091. PMLR, (2022)

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Overcoming the sensor delta for semantic segmentation in OCT images., , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 12465 of SPIE Proceedings, SPIE, (2023)Abstract: Reducing Domain Shift in Deep Learning for OCT Segmentation using Image Manipulations., , , , , , and . Bildverarbeitung für die Medizin, page 81. Springer, (2024)Combining Semantic Self-Supervision and Self-Training for Domain Adaptation in Semantic Segmentation., and . IV Workshops, page 364-371. IEEE, (2021)Best Practices in Active Learning for Semantic Segmentation., , , and . DAGM, volume 14264 of Lecture Notes in Computer Science, page 427-442. Springer, (2023)Synthetic Dataset Acquisition for a Specific Target Domain., , and . ICCV (Workshops), page 4057-4066. IEEE, (2023)An Approach for Fusing Two Training-Datasets with Partially Overlapping Classes., , , and . ICSC, page 73-79. IEEE, (2023)Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation., , , , and . WACV, page 2818-2828. IEEE, (2024)Revisiting Deep Active Learning for Semantic Segmentation., , , and . CoRR, (2023)Domain Adaptation and Generalization: A Low-Complexity Approach., and . CoRL, volume 205 of Proceedings of Machine Learning Research, page 1081-1091. PMLR, (2022)Deep Neural Networks for Railway Switch Detection and Classification Using Onboard Camera Images., , , and . SSCI, page 1-7. IEEE, (2021)