Pieter Van Molle

According to our database, Pieter Van Molle authored at least 9 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Data-Efficient Sensor Upgrade Path Using Knowledge Distillation.

Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt

Sensors, 2021

Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks.

Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt

Neural Comput. Appl., 2021

2020

Learning robots to grasp by demonstration.

Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt

Robotics Auton. Syst., 2020

2019

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

Sam Leroux, Steven Bohez, Elias De Coninck, Pieter Van Molle, Bert Vankeirsbilck, Tim Verbelen, Pieter Simoens, Bart Dhoedt

Future Gener. Comput. Syst., 2019

Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification.

Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

Learning to Grasp Arbitrary Household Objects from a Single Demonstration.

Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2018

Learning to Grasp from a Single Demonstration.

Pieter Van Molle, Tim Verbelen, Elias De Coninck, Cedric De Boom, Pieter Simoens, Bart Dhoedt

CoRR, 2018

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

Pieter Van Molle, Miguel De Strooper, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt

Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

2017

Decoupled Learning of Environment Characteristics for Safe Exploration.

Pieter Van Molle, Tim Verbelen, Steven Bohez, Sam Leroux, Pieter Simoens, Bart Dhoedt

CoRR, 2017