7 citations · 18 across the 26 of their papers we have counts for
3 papers · 1 filter
Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning
Vasiliki Tassopoulou, George Retsinas, Petros Maragos
Current state-of-the-art approaches in the field of Handwritten Text Recognition are predominately single task with unigram, character level target units. In our work, we utilize a…
WSRNet: Joint Spotting and Recognition of Handwritten Words
George Retsinas, Giorgos Sfikas, Petros Maragos
In this work, we present a unified model that can handle both Keyword Spotting and Word Recognition with the same network architecture. The proposed network is comprised of a non-r…
Weight Pruning via Adaptive Sparsity Loss
George Retsinas, Athena Elafrou, Georgios Goumas +1
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 devic…