Epione: An Innovative Pain Management System Using Facial Expression Analysis, Biofeedback and Augmented Reality-Based Distraction. - Stamatios Georgoulis; Stefanos Eleftheriadis; Dimitris Tzionas; Konstantinos Vrenas; Panagiotis Petrantonakis; Leontios J. Hadjileontiadis (INCoS, 2010)

Tackling Shapes and BRDFs Head-On. - Stamatios Georgoulis; Marc Proesmans; Luc Van Gool (3DV, 2014)

A Gaussian Process Latent Variable Model for BRDF Inference. - Stamatios Georgoulis; Vincent Vanweddingen; Marc Proesmans; Luc Van Gool (ICCV, 2015)

DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination. - Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel 001; Mario Fritz; Luc Van Gool; Tinne Tuytelaars (CoRR, 2016)

Natural Illumination from Multiple Materials Using Deep Learning. - Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel 001; Mario Fritz; Tinne Tuytelaars; Luc Van Gool (CoRR, 2016)

What is Around the Camera? - Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel 001; Mario Fritz; Tinne Tuytelaars; Luc Van Gool (ICCV, 2017)

Material Classification under Natural Illumination Using Reflectance Maps. - Stamatios Georgoulis; Vincent Vanweddingen; Marc Proesmans; Luc Van Gool (WACV, 2017)

Fast Scene Understanding for Autonomous Driving. - Davy Neven; Bert De Brabandere; Stamatios Georgoulis; Marc Proesmans; Luc Van Gool (CoRR, 2017)

Extraction of Surface Characteristics and Lighting in 3D Reconstruction from Uncalibrated Images (Extractie van oppervlaktekarakteristieken en belichting bij 3D reconstructie vanuit ongecalibreerde afbeeldingen). - Stamatios Georgoulis (2017)

Error Correction for Dense Semantic Image Labeling. - Yu-Hui Huang; Xu Jia 012; Stamatios Georgoulis; Tinne Tuytelaars; Luc Van Gool (CVPR Workshops, 2018)

Disentangled Person Image Generation. - Liqian Ma; Qianru Sun; Stamatios Georgoulis; Luc Van Gool; Bernt Schiele; Mario Fritz (CVPR, 2018)

Towards End-to-End Lane Detection: an Instance Segmentation Approach. - Davy Neven; Bert De Brabandere; Stamatios Georgoulis; Marc Proesmans; Luc Van Gool (Intelligent Vehicles Symposium, 2018)

Exemplar Guided Unsupervised Image-to-Image Translation. - Liqian Ma; Xu Jia 012; Stamatios Georgoulis; Tinne Tuytelaars; Luc Van Gool (CoRR, 2018)

Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning. - Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel 001; Efstratios Gavves; Mario Fritz; Luc Van Gool; Tinne Tuytelaars (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency. - Liqian Ma; Xu Jia 012; Stamatios Georgoulis; Tinne Tuytelaars; Luc Van Gool (ICLR (Poster), 2019)

Uncertainty based model selection for fast semantic segmentation. - Yu-Hui Huang; Marc Proesmans; Stamatios Georgoulis; Luc Van Gool (MVA, 2019)

Automated Search for Resource-Efficient Branched Multi-Task Networks. - David Brüggemann; Menelaos Kanakis; Stamatios Georgoulis; Luc Van Gool (BMVC, 2020)

Branched Multi-Task Networks: Deciding what layers to share. - Simon Vandenhende; Stamatios Georgoulis; Luc Van Gool; Bert De Brabandere (BMVC, 2020)

Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing. - Suman Saha 001; Wenhao Xu; Menelaos Kanakis; Stamatios Georgoulis; Yuhua Chen; Danda Pani Paudel; Luc Van Gool (CVPR Workshops, 2020)

SCAN: Learning to Classify Images Without Labels. - Wouter Van Gansbeke; Simon Vandenhende; Stamatios Georgoulis; Marc Proesmans; Luc Van Gool (ECCV (10), 2020)

Reparameterizing Convolutions for Incremental Multi-Task Learning Without Task Interference. - Menelaos Kanakis; David Brüggemann; Suman Saha 001; Stamatios Georgoulis; Anton Obukhov; Luc Van Gool (ECCV (20), 2020)

MTI-Net: Multi-scale Task Interaction Networks for Multi-task Learning. - Simon Vandenhende; Stamatios Georgoulis; Luc Van Gool (ECCV (4), 2020)

T-Basis: a Compact Representation for Neural Networks. - Anton Obukhov; Maxim V. Rakhuba; Stamatios Georgoulis; Menelaos Kanakis; Dengxin Dai; Luc Van Gool (ICML, 2020)

Revisiting Multi-Task Learning in the Deep Learning Era. - Simon Vandenhende; Stamatios Georgoulis; Marc Proesmans; Dengxin Dai; Luc Van Gool (CoRR, 2020)

Learning To Classify Images Without Labels. - Wouter Van Gansbeke; Simon Vandenhende; Stamatios Georgoulis; Marc Proesmans; Luc Van Gool (CoRR, 2020)

Spectral Tensor Train Parameterization of Deep Learning Layers. - Anton Obukhov; Maxim V. Rakhuba; Alexander Liniger; Zhiwu Huang; Stamatios Georgoulis; Dengxin Dai; Luc Van Gool (AISTATS, 2021)

Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation. - Suman Saha 001; Anton Obukhov; Danda Pani Paudel; Menelaos Kanakis; Yuhua Chen; Stamatios Georgoulis; Luc Van Gool (CVPR, 2021)

Time Lens: Event-Based Video Frame Interpolation. - Stepan Tulyakov; Daniel Gehrig; Stamatios Georgoulis; Julius Erbach; Mathias Gehrig; Yuanyou Li; Davide Scaramuzza 001 (CVPR, 2021)

Exploring Relational Context for Multi-Task Dense Prediction. - David Brüggemann; Menelaos Kanakis; Anton Obukhov; Stamatios Georgoulis; Luc Van Gool (ICCV, 2021)

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. - Wouter Van Gansbeke; Simon Vandenhende; Stamatios Georgoulis; Luc Van Gool (ICCV, 2021)

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. - Wouter Van Gansbeke; Simon Vandenhende; Stamatios Georgoulis; Luc Van Gool (NeurIPS, 2021)

TimeLens: Event-based Video Frame Interpolation. - Stepan Tulyakov; Daniel Gehrig; Stamatios Georgoulis; Julius Erbach; Mathias Gehrig; Yuanyou Li; Davide Scaramuzza 001 (CoRR, 2021)

FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty. - Liqian Ma; Stamatios Georgoulis; Xu Jia 012; Luc Van Gool (IEEE Robotics Autom. Lett., 2021)

Multi-Bracket High Dynamic Range Imaging with Event Cameras. - Nico Messikommer; Stamatios Georgoulis; Daniel Gehrig; Stepan Tulyakov; Julius Erbach; Alfredo Bochicchio; Yuanyou Li; Davide Scaramuzza 001 (CVPR Workshops, 2022)

Time Lens++: Event-based Frame Interpolation with Parametric Nonlinear Flow and Multi-scale Fusion. - Stepan Tulyakov; Alfredo Bochicchio; Daniel Gehrig; Stamatios Georgoulis; Yuanyou Li; Davide Scaramuzza 001 (CVPR, 2022)

Event-Based Image Deblurring with Dynamic Motion Awareness. - Patricia Vitoria; Stamatios Georgoulis; Stepan Tulyakov; Alfredo Bochicchio; Julius Erbach; Yuanyou Li (ECCV Workshops (5), 2022)

Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion. - Stepan Tulyakov; Alfredo Bochicchio; Daniel Gehrig; Stamatios Georgoulis; Yuanyou Li; Davide Scaramuzza 001 (CoRR, 2022)

Multi-Task Learning for Dense Prediction Tasks: A Survey. - Simon Vandenhende; Stamatios Georgoulis; Wouter Van Gansbeke; Marc Proesmans; Dengxin Dai; Luc Van Gool (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes. - Stamatios Georgoulis; Weining Ren; Alfredo Bochicchio; Daniel Eckert; Yuanyou Li; Abel Gawel (3DV, 2024)

GaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Rendering. - Zinuo You; Stamatios Georgoulis; Anpei Chen; Siyu Tang; Dengxin Dai (CoRR, 2025)