Researcher
Cedric De Boom
- Disciplines:Natural language processing, Machine learning and decision making, Data mining
Affiliations
- Department of Information technology (Department)
Member
From4 Jul 2014 → 25 Sep 2022
Projects
1 - 3 of 3
- Actionable techniques for exploration, exploitation and planning in dynamic recommender systemsFrom1 Oct 2021 → 25 Sep 2022Funding: BOF - postdoctoral mandates
- Extracting structured event representations from social media using deep learning techniquesFrom1 Oct 2015 → 30 Sep 2019Funding: FWO fellowships
- Extracting structured event representations from social mediaFrom1 Oct 2014 → 1 Oct 2015Funding: BOF - Doctoral projects
Publications
1 - 10 of 32
- Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis : complementary information that may affect decision-making(2023)
Authors: Pieter Van Molle, Sofie Mylle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Evelien Verhaeghe, Bart Dhoedt, Lieve Brochez
Pages: 1744 - 1751 - The value of measuring uncertainty in neural networks in dermoscopy(2022)
Authors: Pieter Van Molle, Lieve Brochez, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Sofie Mylle, Pieter Simoens, Bart Dhoedt
Pages: 1191 - 1193 - Model reduction through progressive latent space pruning in deep active inference(2022)
Authors: Samuel Wauthier, Cedric De Boom, Ozan Catal, Tim Verbelen, Bart Dhoedt
- Neural Bayesian network understudy(2022)
Authors: Paloma Rabaey, Cedric De Boom, Thomas Demeester
Number of pages: 1 - Data-efficient sensor upgrade path using knowledge distillation(2021)
Authors: Pieter Van Molle, Cedric De Boom, Tim Verbelen, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Pieter Simoens, Bart Dhoedt
- Active vision for robot manipulators using the free energy principle(2021)
Authors: Toon Van de Maele, Tim Verbelen, Ozan Catal, Cedric De Boom, Bart Dhoedt
- A learning gap between neuroscience and reinforcement learning(2021)
Authors: Samuel Wauthier, Pietro Mazzaglia, Ozan Catal, Cedric De Boom, Tim Verbelen, Bart Dhoedt
Number of pages: 1 - Sigmoidal NMFD : convolutional NMF with saturating activations for drum mixture decomposition(2021)
Authors: Len Vande Veire, Cedric De Boom, Tijl De Bie
- Dynamic narrowing of VAE bottlenecks using GECO and L0 regularization(2021)
Authors: Cedric De Boom, Samuel Wauthier, Tim Verbelen, Bart Dhoedt
Number of pages: 1 - Adapted NMFD update procedure for removing double hits in drum mixture decompositions(2020)
Authors: Len Vande Veire, Cedric De Boom, Tijl De Bie
Pages: 10 - 14