Browsing by Author "Verbelen, Tim"
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Publication A hierarchical active inference model of spatial alternation tasks and the hippocampal-prefrontal circuit
Journal article2024, NATURE COMMUNICATIONS, (15) 1, p.Art. 9892Publication A learning gap between neuroscience and reinforcement learning
Proceedings paper2021, BRAIN2AI, How Can Findings About The Brain Improve AI Systems, ICLR 2021 Workshop, Proceedings, 7/05/2021, p.1-9Publication A Low-Complexity Radar Detector Outperforming OS-CFAR for Indoor Drone Obstacle Avoidance
Journal article2021, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 14, p.9162-9175Publication A study on confidence in classification of skin lesions by deep neural networks
Meeting abstract2019-03, OncoPoint, 20/03/2019, p.46Publication A study on confidence in classification of skin lesions by deep neural networks
Meeting abstract2019, 15th EADO Congress, 24/04/2019, p.1Publication A survey on distributed machine learning
Journal article2020-03, ACM Computing Surveys, (53) 2, p.30Publication Active Inference in Hebbian Learning Networks
Proceedings paper2024, 4th International Workshop on Active Inference, SEP 13-15, 2023, p.239-253Publication Active Vision for Robot Manipulators Using the Free Energy Principle
Journal article2021, FRONTIERS IN NEUROROBOTICS, 15, p.642780Publication Assessing uncertainty for computer assisted skin lesion diagnosis
Meeting abstract2019, 28th EADV Congress ( European Academy of Dermatology and Venereology), 9/10/2019, p.1-2Publication Bayesian policy selection using active inference
Proceedings paper2019, Workshop on "Structure & Priors in Reinforcement Learning" at ICLR 2019, 6/05/2019, p.1-9Publication Bio-inspired monocular drone SLAM
Proceedings paper2022, DroneSE and RAPIDO2022, 21/06/2022Publication Choreographer: Learning and adapting skills in imagination
Proceedings paper2023, ICLR, the 11th International Conference on Learning Representations, 1-5/05/2023Publication Chunking space and time with information geometry
Proceedings paper2022, NeurIPS2022, the 36th Conference on Neural Information Processing Systems, 29/11 - 02/12/2022Publication Deep active inference for autonomous robot navigation
Proceedings paper2020, BAICS workshop, the Bridging AI and Cognitive Science workshop, part of ICLR2020, 26/04/2020, p.1-12Publication Deep active inference for state estimation by learning from demonstration
Meeting abstract2018, Complexity from Cells to Consciousness: Free Energy, Integrated Information, and Epsilon Machines - CCS, 23/09/2018, p.1-2Publication Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis: Complementary information that may affect decision-making
Journal article2023, EXPERIMENTAL DERMATOLOGY, (32) 10, p.1744-1751Publication DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure
Journal article2018-07, Journal of Systems and Software, 141, p.52-65Publication Disentangling Shape and Pose for Object-Centric Deep Active Inference Models
Proceedings paper2023, 3rd International Workshop on Active Inference (IWAI), SEP 19, 2022, p.32-49Publication Disentangling What and Where for 3D Object-Centric Representations Through Active Inference
Proceedings paper2021, 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), SEP 13-17, 2021, p.701-714Publication Dynamic Narrowing of VAE Bottlenecks Using GECO and L-0 Regularization
Proceedings paper2021, International Joint Conference on Neural Networks (IJCNN), JUL 18-22, 2021