no code implementations • 6 Feb 2024 • Florian Valade, Mohamed Hebiri, Paul Gay
The increasing complexity of advanced machine learning models requires innovative approaches to manage computational resources effectively.
2 code implementations • 16 Jul 2018 • Paul Gay, Stuart James, Alessio Del Bue
Recent approaches on visual scene understanding attempt to build a scene graph -- a computational representation of objects and their pairwise relationships.
no code implementations • 28 Mar 2018 • Paul Gay, Alessio Del Bue
This problem is modelled as the estimation of a set of quadrics given 2D conics fit to the object bounding boxes.
no code implementations • ICCV 2017 • Paul Gay, Cosimo Rubino, Vaibhav Bansal, Alessio Del Bue
We show that remarkable object localisation and volumetric occupancy can be recovered by including both geometrical constraints and prior information given by objects CAD models from the ShapeNet dataset.