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Synthetic data enables human-grade microtubule analysis with foundation models for segmentation
Koddenbrock, Mario et al. In: PLOS Computational Biology 22, 5. (2026), S. e1013901.
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› 2026
Konferenzbeitrag
Feedback-driven object detection and iterative model improvement
Tenckhoff, Sönke et al. In: GFaI Tagungsband 2024. Berlin: 2025, S. 96-101.
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› 2025
Konferenzbeitrag
``Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree'': Zero-Shot Decision Tree Induction and Embedding with Large Language Models
Knauer, Ricardo et al. In: Proceedings of the KDD 2025 Conference. New York, NY, USA: 2025, S. 1196-1206.
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› 2025
Konferenzbeitrag
On the Domain Robustness of Contrastive Vision-Language Models
Koddenbrock, Mario et al. In: KI 2025: Advances in Artificial Intelligence. Heidelberg: 2025, S. 62-76.
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› 2025
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Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation
Westerhoff, Justus et al. In: Transactions on Machine Learning Research 12/2025. (2025), S. 1-26.
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› 2025