Dimitris Samaras

Cross-modal coupling in generative models can dynamically correct contradictions, leading to superior performance in joint image understanding and generation tasks.

Unbalanced Optimal Transport enables accurate tree counting from noisy satellite data, outperforming traditional methods in dense forest environments.

Unlock joint analysis of LSST and Euclid surveys with AS-Bridge, a generative model that predicts missing observations and detects rare events across different observational modalities.