Research Explorer

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Researcher

Cedric De Boom

Awards & Distinctions

36 Results

2023

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

Pieter Van MolleSofie MylleTim VerbelenCedric De BoomBert VankeirsbilckEvelien VerhaegheBart DhoedtLieve Brochez

A1 Journal Article in EXPERIMENTAL DERMATOLOGY

2022

Model reduction through progressive latent space pruning in deep active inference

Samuel WauthierCedric De BoomOzan CatalTim VerbelenBart Dhoedt

A1 Journal Article in FRONTIERS IN NEUROROBOTICS

Neural Bayesian network understudy

Paloma RabaeyCedric De BoomThomas Demeester

The value of measuring uncertainty in neural networks in dermoscopy

Pieter Van MolleLieve BrochezTim VerbelenCedric De BoomBert VankeirsbilckEvelien VerhaegheSofie MyllePieter SimoensBart Dhoedt

A1 Journal Article in JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

2021

A learning gap between neuroscience and reinforcement learning

Samuel WauthierPietro MazzagliaOzan CatalCedric De BoomTim VerbelenBart Dhoedt

Active vision for robot manipulators using the free energy principle

Toon Van de MaeleTim VerbelenOzan CatalCedric De BoomBart Dhoedt

A1 Journal Article in FRONTIERS IN NEUROROBOTICS

Data-efficient sensor upgrade path using knowledge distillation

Pieter Van MolleCedric De BoomTim VerbelenBert VankeirsbilckJonas De VylderBart DiricxPieter SimoensBart Dhoedt

A1 Journal Article in SENSORS

Dynamic narrowing of VAE bottlenecks using GECO and L0 regularization

Cedric De BoomSamuel WauthierTim VerbelenBart Dhoedt

Music information retrieval methods for analyzing and modifying percussion-based audio

Len Vande VeireTijl De BieCedric De Boom

Sigmoidal NMFD : convolutional NMF with saturating activations for drum mixture decomposition

Len Vande VeireCedric De BoomTijl De Bie

A1 Journal Article in ELECTRONICS

2020

Adapted NMFD update procedure for removing double hits in drum mixture decompositions

Len Vande VeireCedric De BoomTijl De Bie

Anomaly detection for autonomous guided vehicles using Bayesian surprise

Ozan CatalSam LerouxCedric De BoomTim VerbelenBart Dhoedt

Deep active inference for autonomous robot navigation

Ozan CatalSamuel WauthierTim VerbelenCedric De BoomBart Dhoedt

Learning generative state space models for active inference

Ozan CatalSamuel WauthierCedric De BoomTim VerbelenBart Dhoedt

A1 Journal Article in FRONTIERS IN COMPUTATIONAL NEUROSCIENCE

Learning perception and planning with deep active inference

Ozan CatalTim VerbelenJohannes NautaCedric De BoomBart Dhoedt

Rhythm, chord and melody generation for lead sheets using recurrent neural networks

Cedric De BoomStephanie Van LaereTim VerbelenBart Dhoedt

Sleep : model reduction in deep active inference

Samuel WauthierOzan CatalCedric De BoomTim VerbelenBart Dhoedt

You only look as much as you have to : using the free energy principle for active vision

Toon Van de MaeleTim VerbelenOzan CatalCedric De BoomBart Dhoedt

2019

Character-level recurrent neural networks in practice : comparing training and sampling schemes

Cedric De BoomThomas DemeesterBart Dhoedt

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

Quantifying uncertainty of deep neural networks in skin lesion classification

Pieter Van MolleTim VerbelenCedric De BoomBert VankeirsbilckJonas De VylderBart DiricxTom KimpePieter SimoensBart Dhoedt

2018

An HTTP/2 push-based framework for low-latency adaptive streaming through user profiling

Jeroen van der HooftCedric De BoomStefano PetrangeliTim WautersFilip De Turck

Deep active inference for state estimation by learning from demonstration

Cedric De BoomTim VerbelenBart Dhoedt

Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales

Cedric De BoomRohan AgrawalSamantha HansenEsh KumarRomain YonChing-Wei ChenThomas DemeesterBart Dhoedt

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Learning to Grasp from a single demonstration

Pieter Van MolleTim VerbelenElias De ConinckCedric De BoomPieter SimoensBart Dhoedt

Low-latency delivery of news-based video content

Jeroen van der HooftDries PauwelsCedric De BoomStefano PetrangeliTim WautersFilip De Turck

Performance Characterization of Low-Latency Adaptive Streaming From Video Portals

Jeroen van der HooftCedric De BoomStefano PetrangeliTim WautersFilip De Turck

A1 Journal Article in IEEE ACCESS

Representation learning for symbolic sequences

Cedric De BoomBart DhoedtThomas Demeester

2016

Efficiency Evaluation of Character-level RNN Training Schedules

Cedric De BoomSam LerouxSteven BohezPieter SimoensThomas DemeesterBart Dhoedt

Lazy evaluation of convolutional filters

Sam LerouxSteven BohezCedric De BoomElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

Learning representations for tweets through word embeddings

Cedric De BoomSteven Van CanneytThomas DemeesterBart Dhoedt

Representation learning for very short texts using weighted word embedding aggregation

Cedric De BoomSteven Van CanneytThomas DemeesterBart Dhoedt

A1 Journal Article in PATTERN RECOGNITION LETTERS

Structured output prediction for semantic perception in autonomous vehicles

Rein HouthooftCedric De BoomStijn VerstichelFemke OngenaeFilip De Turck

2015

Learning semantic similarity for very short texts

Cedric De BoomSteven Van CanneytSteven BohezThomas DemeesterBart Dhoedt

Optimizing the popularity of Twitter messages through user categories

R LemahieuSteven Van CanneytCedric De BoomBart Dhoedt

Semantics-driven event clustering in Twitter feeds

Cedric De BoomSteven Van CanneytBart Dhoedt

2014

Robustifying the viterbi algorithm

Cedric De BoomJasper De BockArthur Van CampGert de Cooman