Pieter Van Molle

Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification pdf

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2018, MLCN/DLF/iMIMIC@MICCAI.

Learning to Grasp Arbitrary Household Objects from a Single Demonstration

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Learning to Grasp from a Single Demonstration pdf

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2018, ArXiv.

Learning robots to grasp by demonstration

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2020, Robotics Auton. Syst..

Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things

Steven Bohez, Tim Verbelen, Pieter Simoens, 2019, Future Gener. Comput. Syst..

Decoupled Learning of Environment Characteristics for Safe Exploration pdf

Steven Bohez, Tim Verbelen, Pieter Simoens, 2017, ICML 2017.

Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2021, Neural Computing and Applications.

Data-Efficient Sensor Upgrade Path Using Knowledge Distillation

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2021, Sensors.

Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2019, UNSURE/CLIP@MICCAI.