2 citations · 2 across the 3 of their papers we have counts for
3 papers
Is an Image Also Worth 16x16=256 Superpixels? A Framework for Attentional Image Classification
Pedro Henrique da Costa Avelar, Anderson R. Tavares, Luís C. Lamb
Superpixel-based image classification has traditionally leveraged graph neural networks (GNNs) for processing irregular image representations. Recent advances in computer vision, d…
Neuroevolution of Self-Attention Over Proto-Objects
Rafael C. Pinto, Anderson R. Tavares
Proto-objects - image regions that share common visual properties - offer a promising alternative to traditional attention mechanisms based on rectangular-shaped image patches in n…
PReLU: Yet Another Single-Layer Solution to the XOR Problem
Rafael C. Pinto, Anderson R. Tavares
This paper demonstrates that a single-layer neural network using Parametric Rectified Linear Unit (PReLU) activation can solve the XOR problem, a simple fact that has been overlook…