550 citations · 718 across the 45 of their papers we have counts for
4 papers · 1 filter
GI-OHMS: Graphical Inference to Detect Overlapping Communities
Nasheen Nur, Wenwen Dou, Xi Niu +2
Discovery of communities in complex networks is a topic of considerable recent interest within the complex systems community. Due to the dynamic and rapidly evolving nature of larg…
Ensemble-based Overlapping Community Detection using Disjoint Community Structures
Tanmoy Chakraborty, Saptarshi Ghosh, Noseong Park
While there has been a plethora of approaches for detecting disjoint communities from real-world complex networks, some methods for detecting overlapping community structures have…
Data Synthesis based on Generative Adversarial Networks
Noseong Park, Mahmoud Mohammadi, Kshitij Gorde +3
Privacy is an important concern for our society where sharing data with partners or releasing data to the public is a frequent occurrence. Some of the techniques that are being use…
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
David Keetae Park, Seungjoo Yoo, Hyojin Bahng +2
Recently, generative adversarial networks (GANs) have shown promising performance in generating realistic images. However, they often struggle in learning complex underlying modali…