10 citations · 22 across the 4 of their papers we have counts for
4 papers
On the Dynamics of Training Attention Models
Haoye Lu, Yongyi Mao, Amiya Nayak
The attention mechanism has been widely used in deep neural networks as a model component. By now, it has become a critical building block in many state-of-the-art natural language…
A Deep Neural Network for Audio Classification with a Classifier Attention Mechanism
Haoye Lu, Haolong Zhang, Amit Nayak
Audio classification is considered as a challenging problem in pattern recognition. Recently, many algorithms have been proposed using deep neural networks. In this paper, we intro…
Keyless Semi-Quantum Point-to-point Communication Protocol with Low Resource Requirements
Haoye Lu, Michel Barbeau, Amiya Nayak
Full quantum capability devices can provide secure communications, but they are challenging to make portable given the current technology. Besides, classical portable devices are u…
A General Definition of Network Communities and the Corresponding Detection Algorithm
Haoye Lu, Amiya Nayak
Network structures, consisting of nodes and edges, have applications in almost all subjects. A set of nodes is called a community if the nodes have strong interrelations. Industrie…