Browsing by author "Verbelen, Tim"

A learning gap between neuroscience and reinforcement learning

Wauthier, Samuel; Mazzaglia, Pietro; Catal, Ozan; De Boom, Cedric; Verbelen, Tim; Dhoedt, Bart (2021)

A Low-Complexity Radar Detector Outperforming OS-CFAR for Indoor Drone Obstacle Avoidance

Safa, Ali; Verbelen, Tim; Keuninckx, Lars; Ocket, Ilja; Hartmann, Matthias; Bourdoux, André; Catthoor, Francky; Gielen, Georges (2021)

A study on confidence in classification of skin lesions by deep neural networks

Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, S.; Verhaeghe, E.; Brochez, E.; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019)

A study on confidence in classification of skin lesions by deep neural networks

Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, Sofie; Verhaeghe, E.; Brochez, L.; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019-03)

A survey on distributed machine learning

Verbraeken, J.; Wolting, M.; Katzy, J.; Kloppenburg, J.; Verbelen, Tim; Rellermeyer, J.S. (2020-03)

Active Vision for Robot Manipulators Using the Free Energy Principle

Van de Maele, Toon; Verbelen, Tim; Catal, Ozan; De Boom, Cedric; Dhoedt, Bart (2021)

Assessing uncertainty for computer assisted skin lesion diagnosis

Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, S.; Verhaeghe, E.; Brochez, Lieve; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019)

Bayesian policy selection using active inference

Catal, Ozan; Nauta, Johannes; Verbelen, Tim; Simoens, Pieter; Dhoedt, Bart (2019)

Bio-inspired monocular drone SLAM

Catal, Ozan; Verbelen, Tim; Wang, Ni; Hartmann, Matthias; Dhoedt, Bart (2022)

Chunking space and time with information geometry

Verbelen, Tim; de Tinguy, Daria; Mazzaglia, Pietro; Catal, Ozan; Safron, A. (2022)

Deep active inference for autonomous robot navigation

Catal, Ozan; Wauthier, Samuel; Verbelen, Tim; De Boom, Cedric; Dhoedt, Bart (2020)

Deep active inference for state estimation by learning from demonstration

De Boom, Cedric; Verbelen, Tim; Dhoedt, Bart (2018)

Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis: Complementary information that may affect decision-making

Van Molle, Pieter; Mylle, Sofie; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; Verhaeghe, Evelien; Dhoedt, Bart; Brochez, Lieve (2023)

DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure

De Coninck, Elias; Bohez, Steven; Leroux, Sam; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018-07)