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S

Stefanos Zafeiriou

Imperial College London

70H-index
479Paper Count
2.2WCitation Count
Published Papers 70
Publication Date
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Latent alignment in deep learning models for EEG decoding
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2025-02-17
err0
errOAAI
errBakas, Stylianos; Ludwig, Siegfried; Adamos, Dimitrios A.; Laskaris, Nikolaos; Panagakis, Yannis; Zafeiriou, Stefanos
errShare
errSave
EEGminer: discovering interpretable features of brain activity with learnable filters
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2024-05-13
err2
errOAAI
errLudwig, Siegfried; Bakas, Stylianos; Adamos, Dimitrios A.; Laskaris, Nikolaos; Panagakis, Yannis; Zafeiriou, Stefanos
errShare
errSave
A causal perspective on brainwave modeling for brain-computer interfaces
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2024-05-03
err0
errOAAI
errBarmpas, Konstantinos; Panagakis, Yannis; Zoumpourlis, Georgios; Adamos, Dimitrios A.; Laskaris, Nikolaos; Zafeiriou, Stefanos
errShare
errSave
4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2023-10-01
err17
errOAAI
errLi, Xiaobai; Cheng, Shiyang; Li, Yante; Behzad, Muzammil; Shen, Jie; Zafeiriou, Stefanos; Pantic, Maja; Zhao, Guoying
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errSave
BrainWave-Scattering Net: a lightweight network for EEG-based motor imagery recognition
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2023-09-22
err5
errOAAI
errBarmpas, Konstantinos; Panagakis, Yannis; Adamos, Dimitrios A.; Laskaris, Nikolaos; Zafeiriou, Stefanos
errShare
errSave
Redesigning Multi-Scale Neural Network for Crowd Counting
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2023-01-01
err14
errOAAI
errDu, Zhipeng; Shi, Miaojing; Deng, Jiankang; Zafeiriou, Stefanos
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errSave
Inverse Image Frequency for Long-Tailed Image Recognition
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2023-01-01
err4
errOAAI
errAlexandridis, Konstantinos Panagiotis; Luo, Shan; Nguyen, Anh; Deng, Jiankang; Zafeiriou, Stefanos
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errSave
Convolutional mesh autoencoders for the 3-dimensional identification of FGFR-related craniosynostosis
errSCIENTIFIC REPORTS
IF3.9
err2022-02-09
err8
errOAAI
errO' Sullivan, Eimear; van de Lande, Lara S.; Papaioannou, Athanasios; Breakey, Richard W. F.; Jeelani, N. Owase; Ponniah, Allan; Duncan, Christian; Schievano, Silvia; Khonsari, Roman H.; Zafeiriou, Stefanos; Dunaway, David J.
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errSave
Context-Self Contrastive Pretraining for Crop Type Semantic Segmentation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err6
errOAAI
errTarasiou, Michail; Guler, Riza Alp; Zafeiriou, Stefanos
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errSave
A scalable mass customisation design process for 3D-printed respirator mask to combat COVID-19
errRAPID PROTOTYPING JOURNAL
IF3.6
err2021-07-16
err8
PREAI
errLi, Shiya; Waheed, Usman; Bahshwan, Mohanad; Wang, Louis Zizhao; Kalossaka, Livia Mariadaria; Choi, Jiwoo; Kundrak, Franciska; Lattas, Alexandros; Ploumpis, Stylianos; Zafeiriou, Stefanos; Myant, Connor William
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errSave
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2021-07-10
err12
errOAAI
errBahri, Mehdi; O' Sullivan, Eimear; Gong, Shunwang; Liu, Feng; Liu, Xiaoming; Bronstein, Michael M.; Zafeiriou, Stefanos
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errSave
Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2021-07-01
err69
errOAAI
errKollias, Dimitrios; Zafeiriou, Stefanos
errShare
errSave
Tensor Methods in Computer Vision and Deep Learning
errPROCEEDINGS OF THE IEEE
IF25.9
err2021-05-01
err66
errOAAI
errPanagakis, Yannis; Kossaifi, Jean; Chrysos, Grigorios G.; Oldfield, James; Nicolaou, Mihalis A.; Anandkumar, Anima; Zafeiriou, Stefanos
errShare
errSave
End-to-end multimodal affect recognition in real-world environments
errINFORMATION FUSION
IF15.5
err2021-04-01
err51
PREAI
errTzirakis, Panagiotis; Chen, Jiaxin; Zafeiriou, Stefanos; Schuller, Bjorn
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errSave
Deep Polynomial Neural Networks
errIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
IF18.6
err2021-01-01
err35
errOAAI
errChrysos, Grigorios G.; Moschoglou, Stylianos; Bouritsas, Giorgos; Deng, Jiankang; Panagakis, Yannis; Zafeiriou, Stefanos
errShare
errSave
RoCGAN: Robust Conditional GAN
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2020-07-14
err14
errOAAI
errChrysos, Grigorios G.; Kossaifi, Jean; Zafeiriou, Stefanos
errShare
errSave
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2020-06-11
err15
errOAAI
errVerveras, Evangelos; Zafeiriou, Stefanos
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errSave
Π-nets: Deep Polynomial Neural Networks
err2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)
IF0
err2020-06-01
err35
PREAI
errChrysos, Grigorios G.; Moschoglou, Stylianos; Bouritsas, Giorgos; Panagakis, Yannis; Deng, Jiankang; Zafeiriou, Stefanos
errShare
errSave
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2020-05-06
err35
errOAAI
errMoschoglou, Stylianos; Ploumpis, Stylianos; Nicolaou, Mihalis A.; Papaioannou, Athanasios; Zafeiriou, Stefanos
errShare
errSave
AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-01-01
err10
PREAI
errXue, Niannan; Liu, Bin; Guo, Huifeng; Tang, Ruiming; Zhou, Fengwei; Zafeiriou, Stefanos; Zhang, Yuzhou; Wang, Jun; Li, Zhenguo
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Daniel Rueckert
H-index: 132 · Papers: 1.5K
B
Björn W. Schuller
H-index: 104 · Papers: 1.8K
J
Jeffrey F. Cohn
H-index: 97 · Papers: 444
T
Tieniu Tan
H-index: 95 · Papers: 703
M
Maja Pantić
H-index: 90 · Papers: 559
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