no code implementations • ICLR 2018 • Pau Rodríguez, Guillem Cucurull, Jordi Gonzàlez, Josep M. Gonfaus, Xavier Roca
We propose a novel attention mechanism to enhance Convolutional Neural Networks for fine-grained recognition.
1 code implementation • 7 Nov 2016 • Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, Xavier Roca
In this paper, we show that regularizing negatively correlated features is an obstacle for effective decorrelation and present OrthoReg, a novel regularization technique that locally enforces feature orthogonality.