25 citations · 43 across the 3 of their papers we have counts for
3 papers
cs.CL2020★ 25 cited
Non-Autoregressive Dialog State Tracking
Hung Le, Richard Socher, Steven C. H. Hoi
Recent efforts in Dialogue State Tracking (DST) for task-oriented dialogues have progressed toward open-vocabulary or generation-based approaches where the models can generate slot…
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.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…