Researcher
Pieter Van Molle
- Disciplines:Scientific computing, Computer theory, Computer hardware, Other computer engineering, information technology and mathematical engineering
Affiliations
- Department of Information technology (Department)
Member
From22 Sep 2016 → Today
Publications
1 - 10 of 11
- Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis : complementary information that may affect decision-making(2023)
Authors: Pieter Van Molle, Sofie Mylle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Evelien Verhaeghe, Bart Dhoedt, Lieve Brochez
Pages: 1744 - 1751 - The value of measuring uncertainty in neural networks in dermoscopy(2022)
Authors: Pieter Van Molle, Lieve Brochez, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Sofie Mylle, Pieter Simoens, Bart Dhoedt
Pages: 1191 - 1193 - Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks(2021)
Authors: Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Pages: 10259 - 10275 - Data-efficient sensor upgrade path using knowledge distillation(2021)
Authors: Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
- Learning robots to grasp by demonstration(2020)
Authors: Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt
- Learning to grasp arbitrary household objects from a single demonstration(2019)
Authors: Elias De Coninck, Tim Verbelen, Pieter Van Molle, Pieter Simoens, Bart Dhoedt
Pages: 2372 - 2377 - Assessing uncertainty for computer assisted skin lesion diagnosis(2019)
Authors: Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Sofie Mylle, Lieve Brochez, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
Number of pages: 1 - A study on confidence in classification of skin lesions by deep neural networks(2019)
Authors: Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Sofie Mylle, Lieve Brochez, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
Number of pages: 1 - A study on confidence in classification of skin lesions by deep neural networks(2019)
Authors: Pieter Van Molle, Tim Verbelen, Bert Vankeirsbilck, Sofie Mylle, Lieve Brochez, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
Number of pages: 1 - Quantifying uncertainty of deep neural networks in skin lesion classification(2019)Volume: 11840
Authors: Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt, H. Greenspan, R. Tanno, et al.
Pages: 52 - 61