Research Explorer

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Researcher

Rembert Daems

Publications & Research Data

Awards & Distinctions

17 Results

2025

Artificial Intelligence (AI)-assisted readout method for the evaluation of skin prick automated test results

Sven F. SeysValérie HoxAdam M. ChakerGlynnis De GreveWinde LemmensAnne-Lise PoirrierEline BeckersRembert DaemsZuzana DiamantCarmen Dierickx et al.

A1 Journal Article in NATURE COMMUNICATIONS

CCPose : high-precision six-dimensional pose estimation for industrial objects

Peter De RoovereRembert DaemsJonathan CroenenFrancis wyffels

A1 Journal Article in MACHINE VISION AND APPLICATIONS

Efficient training of neural SDEs using stochastic optimal control

Rembert DaemsManfred OpperGuillaume CrevecoeurTolga Birdal

Fractional diffusion bridge models

G. NobisM. SpringenbergA. BelovaRembert DaemsC. KnochenhauerM. OperT. BridalW. Samek

Improved allergy wheal detection for the skin prick automated test device

Rembert DaemsSven SeysValérie HoxAdam ChakerGlynnis De GreveWinde LemmensAnne-Lise PoirrierEline BeckersZuzana DiamantCarmen Dierickx et al.

Learning from video in continuous time using physics priors and fractional noise

Rembert DaemsGuillaume CrevecoeurFrancis wyffelsTolga Birdal

Temporal graph AutoEncoder: Mapping dynamic graphs to dynamical systems with Neural ODEs

Raphaël RomeroRembert DaemsTijl De Bie

UAV based weed pressure detection through relative labelling

Sebastiaan VerbesseltRembert DaemsAxel WillekensJonathan Van Beek

A1 Journal Article in REMOTE SENSING

2024

Generative fractional diffusion models

Gabriel NobisMaximilian SpringenbergMarco AversaMichael DetzelRembert DaemsRoderick Murray-SmithShinichi NakajimaSebastian LapuschkinStefano ErmonTolga Birdal et al.

KeyCLD : learning constrained Lagrangian dynamics in keypoint coordinates from images

Rembert DaemsJeroen TaetsFrancis wyffelsGuillaume Crevecoeur

A1 Journal Article in NEUROCOMPUTING

Variational inference for SDEs driven by fractional noise

Rembert DaemsManfred OpperGuillaume CrevecoeurTolga Birdal

2023

CenDerNet : center and curvature representations for render-and-compare 6D pose estimation

Peter De RoovereRembert DaemsJonathan CroenenTaoufik BourganaJoris de HoogFrancis wyffels

Evaluation of skin prick location on the forearm using a novel skin prick automated test device

Sven F. SeysSenne GorrisSaartje UyttebroekWout BackaertMark JorissenRik SchrijversRembert DaemsDirk LoeckxLaura Van GervenPeter Hellings

A2 Journal Article in FRONTIERS IN ALLERGY

KeyCLD : learning constrained Lagrangian dynamics in keypoint coordinates from images

Rembert DaemsJeroen TaetsFrancis wyffelsGuillaume Crevecoeur

Novel skin prick automated test device contributes to standardization of allergy diagnosis

S. SeysS. GorrisS. UyttebroekW. BackaertM. JorissenR. SchrijversRembert DaemsD. LoeckxL. Van GervenPeter Hellings

Variational inference for SDEs driven by fractional noise

Rembert DaemsManfred OpperGuillaume CrevecoeurTolga Birdal

2020

Unsupervised orientation learning using autoencoders

Rembert DaemsFrancis wyffels