3 citations · 4 across the 4 of their papers we have counts for
4 papers
Unitary Multi-Margin BERT for Robust Natural Language Processing
Hao-Yuan Chang, Kang L. Wang
Recent developments in adversarial attacks on deep learning leave many mission-critical natural language processing (NLP) systems at risk of exploitation. To address the lack of co…
Untrained Neural Network based Bayesian Detector for OTFS Modulation Systems
Hao Chang, Alva Kosasih, Wibowo Hardjawana +2
The orthogonal time frequency space (OTFS) symbol detector design for high mobility communication scenarios has received numerous attention lately. Current state-of-the-art OTFS de…
A Projection Algorithm for the Unitary Weights
Hao-Yuan Chang
Unitary neural networks are promising alternatives for solving the exploding and vanishing activation/gradient problem without the need for explicit normalization that reduces the…
Deep Unitary Convolutional Neural Networks
Hao-Yuan Chang, Kang L. Wang
Deep neural networks can suffer from the exploding and vanishing activation problem, in which the networks fail to train properly because the neural signals either amplify or atten…