no code implementations • 10 Dec 2020 • Júlio Araújo, Victor Campos, Darlan Girão, João Nogueira, António Salgueiro, Ana Silva
The hull number of $G$ in the cycle convexity, denoted by $hn_{cc}(G)$, is the cardinality of a smallest hull set of $G$.
Combinatorics Discrete Mathematics
2 code implementations • NeurIPS 2019 • Devansh Arpit, Victor Campos, Yoshua Bengio
Finally, we show that using our initialization in conjunction with learning rate warmup is able to reduce the gap between the performance of weight normalized and batch normalized networks.
1 code implementation • 2 Dec 2017 • Amaia Salvador, Miriam Bellver, Victor Campos, Manel Baradad, Ferran Marques, Jordi Torres, Xavier Giro-i-Nieto
We present a recurrent model for semantic instance segmentation that sequentially generates binary masks and their associated class probabilities for every object in an image.
3 code implementations • ICLR 2018 • Victor Campos, Brendan Jou, Xavier Giro-i-Nieto, Jordi Torres, Shih-Fu Chang
We introduce the Skip RNN model which extends existing RNN models by learning to skip state updates and shortens the effective size of the computational graph.
1 code implementation • 21 Aug 2017 • Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giro-i-Nieto, Brendan Jou, Shih-Fu Chang
This work aims at disentangling the contributions of the `adjectives' and `nouns' in the visual prediction of ANPs.
1 code implementation • 13 Jul 2017 • Xunyu Lin, Victor Campos, Xavier Giro-i-Nieto, Jordi Torres, Cristian Canton Ferrer
This paper introduces an unsupervised framework to extract semantically rich features for video representation.
2 code implementations • 12 Apr 2016 • Victor Campos, Brendan Jou, Xavier Giro-i-Nieto
Visual multimedia have become an inseparable part of our digital social lives, and they often capture moments tied with deep affections.
1 code implementation • 20 Aug 2015 • Victor Campos, Amaia Salvador, Brendan Jou, Xavier Giró-i-Nieto
Visual media are powerful means of expressing emotions and sentiments.