42 citations · 109 across the 16 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019★ 4 cited
Improving Long Handwritten Text Line Recognition with Convolutional Multi-way Associative Memory
Duc Nguyen, Nhan Tran, Hung Le
Convolutional Recurrent Neural Networks (CRNNs) excel at scene text recognition. Unfortunately, they are likely to suffer from vanishing/exploding gradient problems when processing…
cs.NE2019★ 2 cited
Neural Stored-program Memory
Hung Le, Truyen Tran, Svetha Venkatesh
Neural networks powered with external memory simulate computer behaviors. These models, which use the memory to store data for a neural controller, can learn algorithms and other c…
cs.LG2019★ 14 cited
Learning to Remember More with Less Memorization
Hung Le, Truyen Tran, Svetha Venkatesh
Memory-augmented neural networks consisting of a neural controller and an external memory have shown potentials in long-term sequential learning. Current RAM-like memory models mai…