Publications

2022 (20)

  • Stathis Galanakis, Baris Gecer, Alexandros Lattas, Stefanos Zafeiriou, 3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling, arXiv preprint arXiv:2209.07366, 2022
  • Rolandos Alexandros Potamias, Stylianos Ploumpis, Stefanos Zafeiriou, Neural mesh simplification, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.18583–18592, 2022
  • Athanasios Papaioannou, Baris Gecer, Shiyang Cheng, Grigorios G. Chrysos, Jiankang Deng, Eftychia Fotiadou, Christos Kampouris, Dimitrios Kollias, Stylianos Moschoglou, Kritaphat Songsri-In, Stylianos Ploumpis, George Trigeorgis, Panagiotis Tzirakis, Evangelos Ververas, Yuxiang Zhou, Allan Ponniah, Anastasios Roussos, Stefanos Zafeiriou, MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis, ECCV, 2022
  • Yunqi Miao, Alexandros Lattas, Jiankang Deng, Jungong Han, Stefanos Zafeiriou, Physically-Based Face Rendering for NIR-VIS Face Recognition, NeurIPS, 2022
  • Jia Guo, Jiankang Deng, Alexandros Lattas, Stefanos Zafeiriou, Sample and Computation Redistribution for Efficient Face Detection, ICLR, 2022
  • Alexandros Lattas, Stylianos Moschoglou, Stylianos Ploumpis, Baris Gecer, Abhijeet Ghosh, Stefanos P Zafeiriou, AvatarMe++: Facial shape and BRDF inference with photorealistic rendering-aware GANs, IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022
  • Stylianos Ploumpis, Stylianos Moschoglou, Vasileios Triantafyllou, Stefanos Zafeiriou, 3D human tongue reconstruction from single" in-the-wild" images, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.2771–2780, 2022
  • Qingping Zheng, Jiankang Deng, Zheng Zhu, Ying Li, Stefanos Zafeiriou, Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.4156–4165, 2022
  • Rolandos Alexandros Potamias, Alexandros Neofytou, Kyriaki Margarita Bintsi, Stefanos Zafeiriou, GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp.2968–2977, 2022
  • Stefanos Zafeiriou, Michael Bronstein, Taco Cohen, Oriol Vinyals, Le Song, Jure Leskovec, Pietro Li`o, Joan Bruna, Marco Gori, Guest Editorial: Non-Euclidean Machine Learning, IEEE Transactions on Pattern Analysis & Machine Intelligence, volume 44, pp.723–726, 2022
  • Michail Tarasiou, Riza Alp Güler, Stefanos Zafeiriou, Context-Self Contrastive Pretraining for Crop Type Semantic Segmentation, IEEE Transactions on Geoscience and Remote Sensing, volume 60, pp.1-17, 2022
  • Eimear O’Sullivan, Lara S van de Lande, Athanasios Papaioannou, Richard WF Breakey, N Owase Jeelani, Allan Ponniah, Christian Duncan, Silvia Schievano, Roman H Khonsari, Stefanos Zafeiriou, others, Convolutional mesh autoencoders for the 3-dimensional identification of FGFR-related craniosynostosis, Scientific reports, volume 12, pp.1–8, 2022
  • Giorgos Bouritsas, Fabrizio Frasca, Stefanos P Zafeiriou, Michael Bronstein, Improving graph neural network expressivity via subgraph isomorphism counting, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
  • Konstantinos Barmpas, Yannis Panagakis, Dimitrios Adamos, Nikolaos Laskaris, Stefanos Zafeiriou, A Causal Viewpoint on Motor-Imagery Brainwave Decoding, ICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality, 2022
  • Eimear O'Sullivan, Lara S van de Lande, Khalid El Ghoul, Maarten J Koudstaal, Silvia Schievano, Roman H Khonsari, David J Dunaway, Stefanos Zafeiriou, Growth patterns and shape development of the paediatric mandible–A 3D statistical model, Bone reports, volume 16, pp.101528, 2022
  • Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, Stefanos Zafeiriou, EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset, IEEE Transactions on Pattern Analysis and Machine Intelligence, volume , pp.1-13, 2022
  • Xiaobai Li, Shiyang Cheng, Yante Li, Muzammil Behzad, Jie Shen, Stefanos Zafeiriou, Maja Pantic, Guoying Zhao, 4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities, IEEE Transactions on Affective Computing, volume , pp.1-18, 2022
  • Michail Tarasiou, Stefanos Zafeiriou, Deepsatdata: Building Large Scale Datasets of Satellite Images for Training Machine Learning Models, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, volume , pp.4070-4073, 2022
  • Rolandos Alexandros Potamias, Giorgos Bouritsas, Stefanos Zafeiriou, Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach, ECCV, 2022
  • Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej 'Sliwowski, Vincent Rouanne, Piotr Tempczyk, 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets, Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, volume 176, pp.205–219, 2022

2021 (15)

2020 (25)

2019 (17)

2018 (19)

2017 (32)

2016 (16)

2015 (14)

2014 (29)

2013 (17)

2012 (12)

2011 (12)

2010 (6)

2009 (6)

2008 (10)

2007 (10)

2006 (2)

2005 (6)

2004 (1)

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