39 citations · 46 across the 2 of their papers we have counts for
2 papers
cs.CV2014★ 39 cited
Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection
George Papandreou, Iasonas Kokkinos, Pierre-André Savalle
Deep Convolutional Neural Networks (DCNNs) commonly use generic `max-pooling' (MP) layers to extract deformation-invariant features, but we argue in favor of a more refined treatme…
cs.CV2014★ 7 cited
Deep Epitomic Convolutional Neural Networks
George Papandreou
Deep convolutional neural networks have recently proven extremely competitive in challenging image recognition tasks. This paper proposes the epitomic convolution as a new building…