Ghent University Academic Bibliography

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Quantifying uncertainty of deep neural networks in skin lesion classification

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Cedric De Boom, 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
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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
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- Conference Paper
- C1
- open access
Visualizing convolutional neural networks to improve decision support for skin lesion classification

Pieter Van Molle (UGent) , Miguel De Strooper, Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2018) p.1-8
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- Conference Paper
- C1
- open access
Learning to Grasp from a single demonstration

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

(2018) p.1-10
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- Conference Paper
- C1
- open access
Decoupled learning of environment characteristics for safe exploration

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Steven Bohez (UGent) , Sam Leroux (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2017) p.1-5

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Academic Bibliography

Quantifying uncertainty of deep neural networks in skin lesion classification

Learning to grasp arbitrary household objects from a single demonstration

Visualizing convolutional neural networks to improve decision support for skin lesion classification

Learning to Grasp from a single demonstration

Decoupled learning of environment characteristics for safe exploration

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