Stamatios Georgoulis

58 papers A* 10A 4B 1Misc 1Journal 29Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	GaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Rendering. SIGGRAPH (Conference Paper Track) Zinuo You, Stamatios Georgoulis, Anpei Chen, Siyu Tang, Dengxin Dai
2025	J	`jnl`	GaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Rendering. CoRR Zinuo You, Stamatios Georgoulis, Anpei Chen, Siyu Tang, Dengxin Dai
2024	—	`conf`	Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes. 3DV Stamatios Georgoulis, Weining Ren, Alfredo Bochicchio, Daniel Eckert, Yuanyou Li, Abel Gawel
2024	J	`jnl`	Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes. CoRR Stamatios Georgoulis, Weining Ren, Alfredo Bochicchio, Daniel Eckert, Yuanyou Li, Abel Gawel
2022	—	`conf`	Event-Based Image Deblurring with Dynamic Motion Awareness. ECCV Workshops (5) Patricia Vitoria, Stamatios Georgoulis, Stepan Tulyakov, Alfredo Bochicchio, Julius Erbach, Yuanyou Li
2022	J	`jnl`	Event-based Image Deblurring with Dynamic Motion Awareness. CoRR Patricia Vitoria, Stamatios Georgoulis, Stepan Tulyakov, Alfredo Bochicchio, Julius Erbach, Yuanyou Li
2022	J	`jnl`	FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty. CoRR Liqian Ma, Stamatios Georgoulis, Xu Jia, Luc Van Gool
2022	—	`conf`	Multi-Bracket High Dynamic Range Imaging with Event Cameras. CVPR Workshops Nico Messikommer, Stamatios Georgoulis, Daniel Gehrig, Stepan Tulyakov, Julius Erbach, Alfredo Bochicchio, Yuanyou Li, Davide Scaramuzza
2022	J	`jnl`	Multi-Bracket High Dynamic Range Imaging with Event Cameras. CoRR Nico Messikommer, Stamatios Georgoulis, Daniel Gehrig, Stepan Tulyakov, Julius Erbach, Alfredo Bochicchio, Yuanyou Li, Davide Scaramuzza
2022	J	`jnl`	Multi-Task Learning for Dense Prediction Tasks: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Simon Vandenhende, Stamatios Georgoulis, Wouter Van Gansbeke, Marc Proesmans, Dengxin Dai, Luc Van Gool
2022	J	`jnl`	Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion. CoRR Stepan Tulyakov, Alfredo Bochicchio, Daniel Gehrig, Stamatios Georgoulis, Yuanyou Li, Davide Scaramuzza
2022	A*	`conf`	Time Lens++: Event-based Frame Interpolation with Parametric Nonlinear Flow and Multi-scale Fusion. CVPR Stepan Tulyakov, Alfredo Bochicchio, Daniel Gehrig, Stamatios Georgoulis, Yuanyou Li, Davide Scaramuzza
2021	A*	`conf`	Exploring Relational Context for Multi-Task Dense Prediction. ICCV David Brüggemann, Menelaos Kanakis, Anton Obukhov, Stamatios Georgoulis, Luc Van Gool
2021	J	`jnl`	Exploring Relational Context for Multi-Task Dense Prediction. CoRR David Brüggemann, Menelaos Kanakis, Anton Obukhov, Stamatios Georgoulis, Luc Van Gool
2021	J	`jnl`	FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty. IEEE Robotics Autom. Lett. Liqian Ma, Stamatios Georgoulis, Xu Jia, Luc Van Gool
2021	A*	`conf`	Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation. CVPR Suman Saha, Anton Obukhov, Danda Pani Paudel, Menelaos Kanakis, Yuhua Chen, Stamatios Georgoulis, Luc Van Gool
2021	J	`jnl`	Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation. CoRR Suman Saha, Anton Obukhov, Danda Pani Paudel, Menelaos Kanakis, Yuhua Chen, Stamatios Georgoulis, Luc Van Gool
2021	A*	`conf`	Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. NeurIPS Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
2021	J	`jnl`	Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. CoRR Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
2021	A	`conf`	Spectral Tensor Train Parameterization of Deep Learning Layers. AISTATS Anton Obukhov, Maxim V. Rakhuba, Alexander Liniger, Zhiwu Huang, Stamatios Georgoulis, Dengxin Dai, Luc Van Gool
2021	J	`jnl`	Spectral Tensor Train Parameterization of Deep Learning Layers. CoRR Anton Obukhov, Maxim V. Rakhuba, Alexander Liniger, Zhiwu Huang, Stamatios Georgoulis, Dengxin Dai, Luc Van Gool
2021	A*	`conf`	Time Lens: Event-Based Video Frame Interpolation. CVPR Stepan Tulyakov, Daniel Gehrig, Stamatios Georgoulis, Julius Erbach, Mathias Gehrig, Yuanyou Li, Davide Scaramuzza
2021	J	`jnl`	TimeLens: Event-based Video Frame Interpolation. CoRR Stepan Tulyakov, Daniel Gehrig, Stamatios Georgoulis, Julius Erbach, Mathias Gehrig, Yuanyou Li, Davide Scaramuzza
2021	A*	`conf`	Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. ICCV Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
2021	J	`jnl`	Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. CoRR Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
2020	A	`conf`	Automated Search for Resource-Efficient Branched Multi-Task Networks. BMVC David Brüggemann, Menelaos Kanakis, Stamatios Georgoulis, Luc Van Gool
2020	J	`jnl`	Automated Search for Resource-Efficient Branched Multi-Task Networks. CoRR David Brüggemann, Menelaos Kanakis, Stamatios Georgoulis, Luc Van Gool
2020	A	`conf`	Branched Multi-Task Networks: Deciding what layers to share. BMVC Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool, Bert De Brabandere
2020	—	`conf`	Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing. CVPR Workshops Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool
2020	J	`jnl`	Learning To Classify Images Without Labels. CoRR Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
2020	J	`jnl`	MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning. CoRR Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
2020	—	`conf`	MTI-Net: Multi-scale Task Interaction Networks for Multi-task Learning. ECCV (4) Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
2020	—	`conf`	Reparameterizing Convolutions for Incremental Multi-Task Learning Without Task Interference. ECCV (20) Menelaos Kanakis, David Brüggemann, Suman Saha, Stamatios Georgoulis, Anton Obukhov, Luc Van Gool
2020	J	`jnl`	Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference. CoRR Menelaos Kanakis, David Brüggemann, Suman Saha, Stamatios Georgoulis, Anton Obukhov, Luc Van Gool
2020	J	`jnl`	Revisiting Multi-Task Learning in the Deep Learning Era. CoRR Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Dengxin Dai, Luc Van Gool
2020	—	`conf`	SCAN: Learning to Classify Images Without Labels. ECCV (10) Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
2020	A*	`conf`	T-Basis: a Compact Representation for Neural Networks. ICML Anton Obukhov, Maxim V. Rakhuba, Stamatios Georgoulis, Menelaos Kanakis, Dengxin Dai, Luc Van Gool
2020	J	`jnl`	T-Basis: a Compact Representation for Neural Networks. CoRR Anton Obukhov, Maxim V. Rakhuba, Stamatios Georgoulis, Menelaos Kanakis, Dengxin Dai, Luc Van Gool
2019	J	`jnl`	Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing. CoRR Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool
2019	—	`conf`	Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency. ICLR (Poster) Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool
2019	Misc	`conf`	Uncertainty based model selection for fast semantic segmentation. MVA Yu-Hui Huang, Marc Proesmans, Stamatios Georgoulis, Luc Van Gool
2018	A*	`conf`	Disentangled Person Image Generation. CVPR Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz
2018	—	`conf`	Error Correction for Dense Semantic Image Labeling. CVPR Workshops Yu-Hui Huang, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool
2018	J	`jnl`	Exemplar Guided Unsupervised Image-to-Image Translation. CoRR Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool
2018	J	`jnl`	Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning. IEEE Trans. Pattern Anal. Mach. Intell. Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Efstratios Gavves, Mario Fritz, Luc Van Gool, Tinne Tuytelaars
2018	B	`conf`	Towards End-to-End Lane Detection: an Instance Segmentation Approach. Intelligent Vehicles Symposium Davy Neven, Bert De Brabandere, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
2018	J	`jnl`	Towards End-to-End Lane Detection: an Instance Segmentation Approach. CoRR Davy Neven, Bert De Brabandere, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
2017	J	`jnl`	Disentangled Person Image Generation. CoRR Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz
2017	J	`jnl`	Error Correction for Dense Semantic Image Labeling. CoRR Yu-Hui Huang, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool
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	J	`jnl`	Fast Scene Understanding for Autonomous Driving. CoRR Davy Neven, Bert De Brabandere, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
2017	A	`conf`	Material Classification under Natural Illumination Using Reflectance Maps. WACV Stamatios Georgoulis, Vincent Vanweddingen, Marc Proesmans, Luc Van Gool
2017	A*	`conf`	What is Around the Camera? ICCV Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars, Luc Van Gool
2016	J	`jnl`	DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination. CoRR Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Luc Van Gool, Tinne Tuytelaars
2016	J	`jnl`	Natural Illumination from Multiple Materials Using Deep Learning. CoRR Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars, Luc Van Gool
2015	A*	`conf`	A Gaussian Process Latent Variable Model for BRDF Inference. ICCV Stamatios Georgoulis, Vincent Vanweddingen, Marc Proesmans, Luc Van Gool
2014	—	`conf`	Tackling Shapes and BRDFs Head-On. 3DV Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
2010	—	`conf`	Epione: An Innovative Pain Management System Using Facial Expression Analysis, Biofeedback and Augmented Reality-Based Distraction. INCoS Stamatios Georgoulis, Stefanos Eleftheriadis, Dimitris Tzionas, Konstantinos Vrenas, Panagiotis Petrantonakis, Leontios J. Hadjileontiadis