RoCGAN: Robust Conditional GAN
Chrysos, Grigorios G., Kossaifi, Jean, Zafeiriou, Stefanos
Published in International journal of computer vision (01.11.2020)
Published in International journal of computer vision (01.11.2020)
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Journal Article
The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results
Jie Shen, Zafeiriou, Stefanos, Chrysos, Grigoris G., Kossaifi, Jean, Tzimiropoulos, Georgios, Pantic, Maja
Published in 2015 IEEE International Conference on Computer Vision Workshop (ICCVW) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision Workshop (ICCVW) (01.12.2015)
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Conference Proceeding
Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints
Patti, Taylor L., Kossaifi, Jean, Anandkumar, Anima, Yelin, Susanne F.
Published in Quantum (Vienna, Austria) (12.07.2023)
Published in Quantum (Vienna, Austria) (12.07.2023)
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Journal Article
Variational quantum optimization with multibasis encodings
Patti, Taylor L., Kossaifi, Jean, Anandkumar, Anima, Yelin, Susanne F.
Published in Physical review research (01.08.2022)
Published in Physical review research (01.08.2022)
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Journal Article
Toward fast and accurate human pose estimation via soft-gated skip connections
Bulat, Adrian, Kossaifi, Jean, Tzimiropoulos, Georgios, Pantic, Maja
Published in 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) (01.11.2020)
Published in 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) (01.11.2020)
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Conference Proceeding
AFEW-VA database for valence and arousal estimation in-the-wild
Kossaifi, Jean, Tzimiropoulos, Georgios, Todorovic, Sinisa, Pantic, Maja
Published in Image and vision computing (01.09.2017)
Published in Image and vision computing (01.09.2017)
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Journal Article
Estimation of continuous valence and arousal levels from faces in naturalistic conditions
Toisoul, Antoine, Kossaifi, Jean, Bulat, Adrian, Tzimiropoulos, Georgios, Pantic, Maja
Published in Nature machine intelligence (01.01.2021)
Published in Nature machine intelligence (01.01.2021)
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Journal Article
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
Kossaifi, Jean, Walecki, Robert, Panagakis, Yannis, Shen, Jie, Schmitt, Maximilian, Ringeval, Fabien, Han, Jing, Pandit, Vedhas, Toisoul, Antoine, Schuller, Bjorn, Star, Kam, Hajiyev, Elnar, Pantic, Maja
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2021)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2021)
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Journal Article
Tensor Methods in Computer Vision and Deep Learning
Panagakis, Yannis, Kossaifi, Jean, Chrysos, Grigorios G., Oldfield, James, Nicolaou, Mihalis A., Anandkumar, Anima, Zafeiriou, Stefanos
Published in Proceedings of the IEEE (01.05.2021)
Published in Proceedings of the IEEE (01.05.2021)
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Journal Article
Machine learning for neuroimaging with scikit-learn
Abraham, Alexandre, Pedregosa, Fabian, Eickenberg, Michael, Gervais, Philippe, Mueller, Andreas, Kossaifi, Jean, Gramfort, Alexandre, Thirion, Bertrand, Varoquaux, Gaël
Published in Frontiers in neuroinformatics (21.02.2014)
Published in Frontiers in neuroinformatics (21.02.2014)
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Journal Article
High-Performance Tensor-Train Primitives Using GPU Tensor Cores
Liu, Xiao-Yang, Hong, Hao, Zhang, Zeliang, Tong, Weiqin, Kossaifi, Jean, Wang, Xiaodong, Walid, Anwar
Published in IEEE transactions on computers (01.11.2024)
Published in IEEE transactions on computers (01.11.2024)
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Journal Article
GAGAN: Geometry-Aware Generative Adversarial Networks
Kossaifi, Jean, Tran, Linh, Panagakis, Yannis, Pantic, Maja
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Fast and Exact Newton and Bidirectional Fitting of Active Appearance Models
Kossaifi, Jean, Tzimiropoulos, Georgios Yorgos, Pantic, Maja
Published in IEEE transactions on image processing (01.02.2017)
Published in IEEE transactions on image processing (01.02.2017)
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Journal Article
Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation
Kossaifi, Jean, Toisoul, Antoine, Bulat, Adrian, Panagakis, Yannis, Hospedales, Timothy M., Pantic, Maja
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Tensor Dropout for Robust Learning
Kolbeinsson, Arinbjorn, Kossaifi, Jean, Panagakis, Yannis, Bulat, Adrian, Anandkumar, Animashree, Tzoulaki, Ioanna, Matthews, Paul M.
Published in IEEE journal of selected topics in signal processing (01.04.2021)
Published in IEEE journal of selected topics in signal processing (01.04.2021)
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Journal Article
Towards a scalable discrete quantum generative adversarial neural network
Chaudhary, Smit, Huembeli, Patrick, MacCormack, Ian, Patti, Taylor L, Kossaifi, Jean, Galda, Alexey
Published in Quantum science and technology (01.07.2023)
Published in Quantum science and technology (01.07.2023)
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Journal Article
Speech-Driven Facial Animation Using Polynomial Fusion of Features
Kefalas, Triantafyllos, Vougioukas, Konstantinos, Panagakis, Yannis, Petridis, Stavros, Kossaifi, Jean, Pantic, Maja
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding