57 citations · 218 across the 37 of their papers we have counts for
5 papers · 1 filter
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs
Devanshu Arya, Deepak K. Gupta, Stevan Rudinac +1
Graphs are the most ubiquitous form of structured data representation used in machine learning. They model, however, only pairwise relations between nodes and are not designed for…
Visual Analytics for Temporal Hypergraph Model Exploration
Maximilian T. Fischer, Devanshu Arya, Dirk Streeb +3
Many processes, from gene interaction in biology to computer networks to social media, can be modeled more precisely as temporal hypergraphs than by regular graphs. This is because…
Detecting CNN-Generated Facial Images in Real-World Scenarios
Nils Hulzebosch, Sarah Ibrahimi, Marcel Worring
Artificial, CNN-generated images are now of such high quality that humans have trouble distinguishing them from real images. Several algorithmic detection methods have been propose…
II-20: Intelligent and pragmatic analytic categorization of image collections
Jan Zahálka, Marcel Worring, Jarke J. van Wijk
We introduce II-20 (Image Insight 2020), a multimedia analytics approach for analytic categorization of image collections. Advanced visualizations for image collections exist, but…
Query-controllable Video Summarization
Jia-Hong Huang, Marcel Worring
When video collections become huge, how to explore both within and across videos efficiently is challenging. Video summarization is one of the ways to tackle this issue. Traditiona…