2 papers
cs.LG2025
Deep Generative Models of Evolution: SNP-level Population Adaptation by Genomic Linkage Incorporation
Julia Siekiera, Christian Schlötterer, Stefan Kramer
The investigation of allele frequency trajectories in populations evolving under controlled environmental pressures has become a popular approach to study evolutionary processes on…
cs.LG2025
Counterfactual Explanations in Medical Imaging: Exploring SPN-Guided Latent Space Manipulation
Julia Siekiera, Stefan Kramer
Artificial intelligence is increasingly leveraged across various domains to automate decision-making processes that significantly impact human lives. In medical image analysis, dee…