176 citations · 250 across the 54 of their papers we have counts for
3 papers · 1 filter
A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction
David Friede, Jovita Lukasik, Heiner Stuckenschmidt +1
In computer vision research, the process of automating architecture engineering, Neural Architecture Search (NAS), has gained substantial interest. In the past, NAS was hardly acce…
Unmasking DeepFakes with simple Features
Ricard Durall, Margret Keuper, Franz-Josef Pfreundt +1
Deep generative models have recently achieved impressive results for many real-world applications, successfully generating high-resolution and diverse samples from complex datasets…
Massively Parallel Benders Decomposition for Correlation Clustering
Margret Keuper, Jovita Lukasik, Maneesh Singh +1
We tackle the problem of graph partitioning for image segmentation using correlation clustering (CC), which we treat as an integer linear program (ILP). We reformulate optimization…