18 citations · 30 across the 3 of their papers we have counts for
3 papers
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation
Josep Lluis Berral, Oriol Aranda, Juan Luis Dominguez +1
Most research on novel techniques for 3D Medical Image Segmentation (MIS) is currently done using Deep Learning with GPU accelerators. The principal challenge of such technique is…
Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs
Alberto Gutierrez-Torre, Josep Ll. Berral, David Buchaca +3
Maritime traffic emissions are a major concern to governments as they heavily impact the Air Quality in coastal cities. Ships use the Automatic Identification System (AIS) to conti…
Sequence-to-sequence models for workload interference
David Buchaca Prats, Joan Marcual, Josep Lluís Berral +1
Co-scheduling of jobs in data-centers is a challenging scenario, where jobs can compete for resources yielding to severe slowdowns or failed executions. Efficient job placement on…