133 citations · 263 across the 11 of their papers we have counts for
13 papers
Efficient Conformance Checking of Rich Data-Aware Declare Specifications (Extended)
Jacobo Casas-Ramos, Sarah Winkler, Alessandro Gianola +3
Despite growing interest in process analysis and mining for data-aware specifications, alignment-based conformance checking for declarative process models has focused on pure contr…
DeclareAligner: A Leap Towards Efficient Optimal Alignments for Declarative Process Model Conformance Checking
Jacobo Casas-Ramos, Manuel Lama, Manuel Mucientes
In many engineering applications, processes must be followed precisely, making conformance checking between event logs and declarative process models crucial for ensuring adherence…
Superpowering Open-Vocabulary Object Detectors for X-ray Vision
Pablo Garcia-Fernandez, Lorenzo Vaquero, Mingxuan Liu +5
Open-vocabulary object detection (OvOD) is set to revolutionize security screening by enabling systems to recognize any item in X-ray scans. However, developing effective OvOD mode…
Lost in Time: A New Temporal Benchmark for VideoLLMs
Daniel Cores, Michael Dorkenwald, Manuel Mucientes +2
Large language models have demonstrated impressive performance when integrated with vision models even enabling video understanding. However, evaluating video models presents its o…
Depth Estimation and Image Restoration by Deep Learning from Defocused Images
Saqib Nazir, Lorenzo Vaquero, Manuel Mucientes +2
Monocular depth estimation and image deblurring are two fundamental tasks in computer vision, given their crucial role in understanding 3D scenes. Performing any of them by relying…
Real-Time Siamese Multiple Object Tracker with Enhanced Proposals
Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes
Maintaining the identity of multiple objects in real-time video is a challenging task, as it is not always feasible to run a detector on every frame. Thus, motion estimation system…