Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Pieter Van Molle

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Pieter.VanMolle@UGent.be

Show Sort by

Add to list
The value of measuring uncertainty in neural networks in dermoscopy

Pieter Van Molle (UGent) , Lieve Brochez (UGent) , Tim Verbelen (UGent) , Cedric De Boom (UGent) , Bert Vankeirsbilck (UGent) , Evelien Verhaeghe (UGent) , Sofie Mylle (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2022) JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY.
Add to list
- Journal Article
- A1
- open access
Data-efficient sensor upgrade path using knowledge distillation

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

(2021) SENSORS. 21(19).
Add to list
- Journal Article
- A1
- open access
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks

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

(2021) NEURAL COMPUTING & APPLICATIONS. 33(16). p.10259-10275
Add to list
- Journal Article
- A1
- open access
Learning robots to grasp by demonstration

Elias De Coninck, Tim Verbelen (UGent) , Pieter Van Molle (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2020) ROBOTICS AND AUTONOMOUS SYSTEMS. 127.
Add to list
Learning to grasp arbitrary household objects from a single demonstration

Elias De Coninck, Tim Verbelen (UGent) , Pieter Van Molle (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) 2019 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS). In IEEE International Conference on Intelligent Robots and Systems p.2372-2377
Add to list
Quantifying uncertainty of deep neural networks in skin lesion classification

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

(2019) UNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING AND CLINICAL IMAGE-BASED PROCEDURES. In Lecture Notes in Computer Science 11840. p.52-61
Add to list
Assessing uncertainty for computer assisted skin lesion diagnosis

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Sofie Mylle, Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) EADV, 28th Congress, Abstracts.
Add to list
- Journal Article
- A1
- open access
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things

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

(2019) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 97. p.355-360
Add to list
A study on confidence in classification of skin lesions by deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Sofie Mylle (UGent) , Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder, Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) European Association of Dermato-Oncology, 15th Congress, Abstracts.
Add to list
- Conference Paper
- C3
- open access
A study on confidence in classification of skin lesions by deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Sofie Mylle (UGent) , Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder, Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) OncoPoint, 7th Research seminar, Abstracts.

1
2

Next →