no code implementations • 11 Aug 2020 • Andrey Salvi, Nathan Gavenski, Eduardo Pooch, Felipe Tasoniero, Rodrigo Barros
Recently, learning-based approaches for 3D reconstruction from 2D images have gained popularity due to its modern applications, e. g., 3D printers, autonomous robots, self-driving cars, virtual reality, and augmented reality.
3D Object Reconstruction From A Single Image 3D Reconstruction +2
2 code implementations • 28 Apr 2020 • Juarez Monteiro, Nathan Gavenski, Roger Granada, Felipe Meneguzzi, Rodrigo Barros
Imitation from observation is a computational technique that teaches an agent on how to mimic the behavior of an expert by observing only the sequence of states from the expert demonstrations.
no code implementations • ICML 2018 • Jonatas Wehrmann, Ricardo Cerri, Rodrigo Barros
One of the most challenging machine learning problems is a particular case of data classification in which classes are hierarchically structured and objects can be assigned to multiple paths of the class hierarchy at the same time.
Ranked #1 on Hierarchical Multi-label Classification on Expr GO
General Classification Hierarchical Multi-label Classification +3