Decoupled Learning of Environment Characteristics for Safe Exploration. - Pieter Van Molle; Tim Verbelen; Steven Bohez; Sam Leroux; Pieter Simoens; Bart Dhoedt (CoRR, 2017)

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 (MLCN/DLF/iMIMIC@MICCAI, 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)

Learning to Grasp Arbitrary Household Objects from a Single Demonstration. - Elias De Coninck; Tim Verbelen; Pieter Van Molle; Pieter Simoens; Bart Dhoedt (IROS, 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 (UNSURE/CLIP@MICCAI, 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)

Learning robots to grasp by demonstration. - Elias De Coninck; Tim Verbelen; Pieter Van Molle; Pieter Simoens; Bart Dhoedt (Robotics Auton. Syst., 2020)

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)

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)