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Field
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information about the dielectric properties of the surface and can therefore be used to infer changes in soil moisture. A major focus of the PhD will be to develop, test and improve robust GNSS-IR processing
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have a PhD position for you. Biodiversity recovery is essential to sustain resilient food systems, robust businesses, and healthy societies. A transition to nature-inclusive dairy sector in
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, synthetic, and manipulated images or videos. The work will combine predictive performance with explainability, uncertainty estimation, robustness, and generalization. Attention will be paid to performance
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finding robust ways to extract biological information even when datasets are small, heterogeneous or noisy. We value scientific curiosity and persistence over blind application of standard pipelines
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: How can we develop frugal, robust, and interpretable methods for anomaly detection and fault diagnosis in reconfigurable multi-source microgrids, while maintaining high performance in data-constrained
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, evaluation benchmarks, and trustworthy AI. The project aims to advance the capabilities of next-generation AI and robotics systems for complex real-world tasks requiring robust multimodal understanding and
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strategies that maximise information gain under resource constraints; RL-based approaches for sequential intervention and control; and robust learning methods that adapt to incomplete observations, changing
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conditions and develop robust solutions for time- and energy-critical applications. Design embedded hardware: Develop experimental measurement setups, integrate sensors into embedded platforms and work with
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histopathology and clinical information to learn robust cross-modal representations for diagnostic prediction. It pursues two integrated objectives: (i) to develop generative and explainable AI approaches
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Inria, the French national research institute for the digital sciences | Rennes, Bretagne | France | 29 days ago
preserved at ambient temperature provided it is protected from light and humidity. Goal The goal of the project is to develop an algorithm to allow robust retrieval of data in the context of DNA-based data