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Researcher profile

Konrad Schindler

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation

    2022 · arXiv (Cornell University)

    The ability to estimate epistemic uncertainty is often crucial when deploying machine learning in the real world, but modern methods often produce overconfident, uncalibrated uncertainty predictions. A common approach to quantify epistemic uncertainty, usable across …

  2. Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward

    2023 · arXiv (Cornell University)

    Earth observation (EO) is a prime instrument for monitoring land and ocean processes, studying the dynamics at work, and taking the pulse of our planet. This article gives a bird's eye view of the essential …