85 citations
- Robert Bosch (Germany)DE11 papers
- Robert Bosch (India)IN3 papers
- Robert Bosch (United Kingdom)GB3 papers
- Technische Hochschule UlmDE3 papers
- University of California, BerkeleyUS3 papers
- Karlsruhe Institute of TechnologyDE2 papers
- Ludwig-Maximilians-Universität MünchenDE2 papers
- Poznan Supercomputing and Networking CenterPL2 papers
- Technische Universität DarmstadtDE2 papers
- Universität UlmDE2 papers
- Alice Films (France)FR1 paper
- Alpine Quantum Technologies (Austria)AT1 paper
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 25 cited
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation
Radek Mackowiak, Philip Lenz, Omair Ghori +3
State of the art methods for semantic image segmentation are trained in a supervised fashion using a large corpus of fully labeled training images. However, gathering such a corpus…
stat.ML2018★ 21 cited
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds
David Reeb, Andreas Doerr, Sebastian Gerwinn +1
Gaussian Processes (GPs) are a generic modelling tool for supervised learning. While they have been successfully applied on large datasets, their use in safety-critical application…
cs.AI2018★ 1 cited
An information-theoretic on-line update principle for perception-action coupling
Zhen Peng, Tim Genewein, Felix Leibfried +1
Inspired by findings of sensorimotor coupling in humans and animals, there has recently been a growing interest in the interaction between action and perception in robotic systems…