Giorgos Bouritsas

According to our database, Giorgos Bouritsas authored at least 15 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting.

Giorgos Bouritsas, Fabrizio Frasca, Stefanos Zafeiriou, Michael M. Bronstein

IEEE Trans. Pattern Anal. Mach. Intell., 2023

2022

Matching 3D Facial Shape to Demographic Properties by Geometric Metric Learning: A Part-Based Approach.

Soha Sadat Mahdi, Nele Nauwelaers, Philip Joris, Giorgos Bouritsas, Shunwang Gong, Susan Walsh, Mark D. Shriver, Michael M. Bronstein, Peter Claes

IEEE Trans. Biom. Behav. Identity Sci., 2022

Deep Polynomial Neural Networks.

Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multi-Scale Part-Based Syndrome Classification of 3D Facial Images.

Soha Sadat Mahdi, Harold Matthews, Nele Nauwelaers, Michiel Vanneste, Shunwang Gong, Giorgos Bouritsas, Gareth S. Baynam, Peter Hammond, Richard A. Spritz, Ophir D. Klein, Benedikt Hallgrímsson, Hilde Peeters, Michael M. Bronstein, Peter Claes

IEEE Access, 2022

Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach.

Rolandos Alexandros Potamias, Giorgos Bouritsas, Stefanos Zafeiriou

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Partition and Code: learning how to compress graphs.

Giorgos Bouritsas, Andreas Loukas, Nikolaos Karalias, Michael M. Bronstein

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Π-nets: Deep Polynomial Neural Networks.

Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou

CoRR, 2020

3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties.

Soha Sadat Mahdi, Nele Nauwelaers, Philip Joris, Giorgos Bouritsas, Shunwang Gong, Sergiy Bokhnyak, Susan Walsh, Mark D. Shriver, Michael M. Bronstein, Peter Claes

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Generate Customized Dynamic 3D Facial Expressions.

Rolandos Alexandros Potamias, Jiali Zheng, Stylianos Ploumpis, Giorgos Bouritsas, Evangelos Ververas, Stefanos Zafeiriou

Proceedings of the Computer Vision - ECCV 2020, 2020

P-nets: Deep Polynomial Neural Networks.

Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Automated Real-time Anomaly Detection in Human Trajectories using Sequence to Sequence Networks.

Giorgos Bouritsas, Stelios Daveas, Antonios Danelakis, Constantinos Rizogiannis, Stelios C. A. Thomopoulos

CoRR, 2019

Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation.

Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Stefanos Zafeiriou, Michael M. Bronstein

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Automated Real-time Anomaly Detection in Human Trajectories using Sequence to Sequence Networks.

Giorgos Bouritsas, Stelios Daveas, Antonios Danelakis, Stelios C. A. Thomopoulos

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

Multimodal Visual Concept Learning With Weakly Supervised Techniques.

Giorgos Bouritsas, Petros Koutras, Athanasia Zlatintsi, Petros Maragos

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2016

UPC System for the 2016 MediaEval Multimodal Person Discovery in Broadcast TV task.

Miquel Angel India, Gerard Martí, Carla Cortillas, Giorgos Bouritsas, Elisa Sayrol, Josep Ramon Morros, Javier Hernando

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016