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Jörg Wicker

2 accepted papers

2024

Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach

IJCAI 2024poster

Inland water quality monitoring is vital for clean water access and aquatic ecosystem management. Remote sensing machine learning models enable large-scale observations, but are difficult to train due to data scarcity and variability across many lakes. Multi-task learning approaches enable learning…

2022

Semi-supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation

AAAI 2022technical

Conditional Density Estimation (CDE) has wide-reaching applicability to various real-world problems, such as spatial density estimation and environmental modelling. CDE estimates the probability density of a random variable rather than a single value and can thus model uncertainty and inverse proble…