249 citations · 645 across the 41 of their papers we have counts for
3 papers · 1 filter
On Expressivity and Trainability of Quadratic Networks
Feng-Lei Fan, Mengzhou Li, Fei Wang +2
Inspired by the diversity of biological neurons, quadratic artificial neurons can play an important role in deep learning models. The type of quadratic neurons of our interest repl…
Using Subobservers to Synthesize Opacity-Enforcing Supervisors
Richard Hugh Moulton, Behnam Behinaein Hamgini, Zahra Abedi Khouzani +3
In discrete-event system control, the worst-case time complexity for computing a system's observer is exponential in the number of that system's states. This results in practical d…
ClueReader: Heterogeneous Graph Attention Network for Multi-hop Machine Reading Comprehension
Peng Gao, Feng Gao, Peng Wang +3
Multi-hop machine reading comprehension is a challenging task in natural language processing as it requires more reasoning ability across multiple documents. Spectral models based…