118 citations · 137 across the 7 of their papers we have counts for
3 papers · 1 filter
Attention-based 3D Object Reconstruction from a Single Image
Andrey Salvi, Nathan Gavenski, Eduardo Pooch +2
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 c…
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
Christian S. Perone, Pedro Ballester, Rodrigo C. Barros +1
Recent advances in deep learning methods have come to define the state-of-the-art for many medical imaging applications, surpassing even human judgment in several tasks. Those mode…
Order embeddings and character-level convolutions for multimodal alignment
Jônatas Wehrmann, Anderson Mattjie, Rodrigo C. Barros
With the novel and fast advances in the area of deep neural networks, several challenging image-based tasks have been recently approached by researchers in pattern recognition and…