Search Results for author: Georgios Goumas

Found 2 papers, 1 papers with code

Weight Pruning via Adaptive Sparsity Loss

1 code implementation4 Jun 2020 George Retsinas, Athena Elafrou, Georgios Goumas, Petros Maragos

Pruning neural networks has regained interest in recent years as a means to compress state-of-the-art deep neural networks and enable their deployment on resource-constrained devices.

Image Classification Network Pruning

RecNets: Channel-wise Recurrent Convolutional Neural Networks

no code implementations28 May 2019 George Retsinas, Athena Elafrou, Georgios Goumas, Petros Maragos

In this paper, we introduce Channel-wise recurrent convolutional neural networks (RecNets), a family of novel, compact neural network architectures for computer vision tasks inspired by recurrent neural networks (RNNs).

General Classification Image Classification

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