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Crop yield forecasting plays a significant role in addressing growing concerns about food security and guiding decision-making for policymakers and farmers. When deep learning is employed, understanding the learning and decision-making processes of t

Externí odkaz: http://arxiv.org/abs/2407.08274

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Akademický článek

Wilhelm Roscher on Means of Promoting Population Increase

Publikováno v: Population and Development Review, 2006 Sep 01. 32(3), 567-572.

Externí odkaz: https://www.jstor.org/stable/20058905

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Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes

Autor: Sinhamahapatra, Poulami, Schwaiger, Franziska, Bose, Shirsha, Wang, Huiyu, Roscher, Karsten, Guennemann, Stephan

Detecting and localising unknown or Out-of-distribution (OOD) objects in any scene can be a challenging task in vision. Particularly, in safety-critical cases involving autonomous systems like automated vehicles or trains. Supervised anomaly segmenta

Externí odkaz: http://arxiv.org/abs/2404.07664

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Concept-Guided LLM Agents for Human-AI Safety Codesign

Autor: Geissler, Florian, Roscher, Karsten, Trapp, Mario

Publikováno v: Proceedings of the AAAI-make Spring Symposium, 2024

Generative AI is increasingly important in software engineering, including safety engineering, where its use ensures that software does not cause harm to people. This also leads to high quality requirements for generative AI. Therefore, the simplisti

Externí odkaz: http://arxiv.org/abs/2404.15317

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