Research ProxyFusion Sparse-expert aggregation of face features for unconstrained, long-range recognition. Lecture video summarization Detecting and summarizing handwritten whiteboard content in lecture videos. Educational vision-language material Generating reliable visual material for childhood education. Numerical homogenization Neural networks for multiscale PDEs, and approximation rates from the Kolmogorov superposition theorem.