Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting

no code implementations • 13 Jul 2017 • Anders Oland, Aayush Bansal, Roger B. Dannenberg, Bhiksha Raj

To this end, we demonstrate faster convergence and better performance on diverse classification tasks: image classification using CIFAR-10 and ImageNet, and semantic segmentation using PASCAL VOC 2012.

Classification General Classification +2