Pieter Van Molle

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 10

Top Topics

Diagnostic Systems

Bhattacharyya Coefficient

Training Process

Top Venues

UNSURE/CLIP@MICCAI

Future Gener. Comput. Syst.

Publications

Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks. Neural Comput. Appl. 33 (16) (2021)
Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
Data-Efficient Sensor Upgrade Path Using Knowledge Distillation. Sensors 21 (19) (2021)
Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt
Learning robots to grasp by demonstration. Robotics Auton. Syst. 127 (2020)
Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt
Learning to Grasp Arbitrary Household Objects from a Single Demonstration. IROS (2019)
Sam Leroux, Steven Bohez, Elias De Coninck, Pieter Van Molle, Bert Vankeirsbilck, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things. Future Gener. Comput. Syst. 97 (2019)
Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification. UNSURE/CLIP@MICCAI (2019)
Pieter Van Molle, Miguel De Strooper, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification. CoRR (2018)
Pieter Van Molle, Miguel De Strooper, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification. MLCN/DLF/iMIMIC@MICCAI (2018)
Pieter Van Molle, Tim Verbelen, Elias De Coninck, Cedric De Boom, Pieter Simoens, Bart Dhoedt
Learning to Grasp from a Single Demonstration. CoRR (2018)
Pieter Van Molle, Tim Verbelen, Steven Bohez, Sam Leroux, Pieter Simoens, Bart Dhoedt
Decoupled Learning of Environment Characteristics for Safe Exploration. CoRR (2017)