30 citations · 30 across the 3 of their papers we have counts for
3 papers
cs.CV2023
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning
Adrian Shuai Li, Elisa Bertino, Xuan-Hong Dang +3
We propose MaxDIRep, a domain adaptation method that improves the decomposition of data representations into domain-independent and domain-dependent components. Existing methods, s…
cs.AI2018★ 30 cited
L2-Nonexpansive Neural Networks
Haifeng Qian, Mark N. Wegman
This paper proposes a class of well-conditioned neural networks in which a unit amount of change in the inputs causes at most a unit amount of change in the outputs or any of the i…
cs.SI2016
A Proximity Measure using Blink Model
Haifeng Qian, Hui Wan, Mark N. Wegman +2
This paper proposes a new graph proximity measure. This measure is a derivative of network reliability. By analyzing its properties and comparing it against other proximity measure…