Browsing by author "Verbelen, Tim"
Now showing items 41-55 of 55
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Self-supervised exploration via latent Bayesian surprise
Mazzaglia, Pietro; Catal, Ozan; Verbelen, Tim; Dhoedt, Bart (2021) -
Sensor fusion for robot control through deep reinforcement learning
Bohez, Steven; Verbelen, Tim; De Coninck, Elias; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2017) -
Sleep: Model reduction in deep active inference
Wauthier, Samuel; Catal, Ozan; De Boom, Cedric; Verbelen, Tim; Dhoedt, Bart (2020) -
Symmetry and complexity in object-centric deep active inference models
Ferraro, Stefano; van de Maele, Toon; Verbelen, Tim; Dhoedt, Bart (2023) -
Tensor networks for active inference with discrete observation spaces
Wauthier, Samuel; Vanhecke, Bram; Verbelen, Tim; Dhoedt, Bart (2022) -
The cascading neural network: Building the internet of Smart Things
Leroux, Sam; Bohez, Steven; De Coninck, Elias; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2017-09) -
The Free Energy Principle for Perception and Action: A Deep Learning Perspective
Mazzaglia, Pietro; Verbelen, Tim; Catal, Ozan; Dhoedt, Bart (2022) -
The value of measuring uncertainty in neural networks in dermoscopy
Van Molle, Pieter; Brochez, Lieve; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; Verhaeghe, Evelien; Mylle, Sofie; Simoens, Pieter; Dhoedt, Bart (2022) -
Towards bio-inspired unsupervised representation learning for indoor aerial navigation
Wang, Ni; Catal, Ozan; Verbelen, Tim; Hartmann, Matthias; Dhoedt, Bart (2021) -
Training binary neural networks with knowledge transfer
Leroux, Sam; Vankeirsbilck, Bert; Verbelen, Tim; Simoens, Pieter; Dhoedt, Bart (2020-07) -
Transfer learning with binary neural networks
Leroux, Sam; Bohez, Steven; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2017-12) -
Unsupervised model-based pre-training for data-efficient reinforcement learning from pixels
Rajeswar, S.; Mazzaglia, Pietro; Verbelen, Tim; Piché, A.; Dhoedt, Bart; Courville, A.; Lacoste, A. (2022) -
Visualizing convolutional neural networks to improve decision support for skin lesion classification
Van Molle, Pieter; De Strooper, Miguel; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018-09) -
What Machine Learning Can Learn From Software Modularity
Kriens, Peter; Verbelen, Tim (2022) -
You only look as much as you have to: Using the free energy principle for active vision
Van de Maele, Toon; Verbelen, Tim; Catal, Ozan; De Boom, Cedric; Dhoedt, Bart (2020)