2.7k citations · 3.2k across the 12 of their papers we have counts for
3 papers · 1 filter
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery
Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull +2
We propose a novel attention mechanism to enhance Convolutional Neural Networks for fine-grained recognition. It learns to attend to lower-level feature activations without requiri…
On the iterative refinement of densely connected representation levels for semantic segmentation
Arantxa Casanova, Guillem Cucurull, Michal Drozdzal +2
State-of-the-art semantic segmentation approaches increase the receptive field of their models by using either a downsampling path composed of poolings/strided convolutions or succ…
Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks
Guillem Cucurull, Pau Rodríguez, V. Oguz Yazici +3
Social media, as a major platform for communication and information exchange, is a rich repository of the opinions and sentiments of 2.3 billion users about a vast spectrum of topi…