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ORCIDStefanos Zafeiriou
Stefanos P. Zafeiriou
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- affiliation: Imperial College London, Department of Computing, UK
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2020 – today
- 2022
[j90]Stefanos Zafeiriou
, Michael M. Bronstein, Taco Cohen, Oriol Vinyals, Le Song, Jure Leskovec, Pietro Liò, Joan Bruna, Marco Gori:
Guest Editorial: Non-Euclidean Machine Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 723-726 (2022)- [j89]Niannan Xue, Bin Liu, Huifeng Guo, Ruiming Tang, Fengwei Zhou, Stefanos Zafeiriou, Yuzhou Zhang, Jun Wang, Zhenguo Li:
AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction. IEEE Trans. Knowl. Data Eng. 34(6): 2653-2666 (2022) - [i99]Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou:
Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition. CoRR abs/2202.03267 (2022) - [i98]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 A. 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. CoRR abs/2202.12950 (2022) - [i97]Michail Tarasiou, Stefanos Zafeiriou:
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification. CoRR abs/2203.06041 (2022) - [i96]Xingyu Ren, Alexandros Lattas, Baris Gecer, Jiankang Deng, Chao Ma, Xiaokang Yang, Stefanos Zafeiriou:
Facial Geometric Detail Recovery via Implicit Representation. CoRR abs/2203.09692 (2022) - [i95]Qingping Zheng, Jiankang Deng, Zheng Zhu, Ying Li, Stefanos Zafeiriou:
Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing. CoRR abs/2203.14448 (2022) - [i94]Rolandos Alexandros Potamias, Alexandros Neofytou, Kyriaki-Margarita Bintsi, Stefanos Zafeiriou:
GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation. CoRR abs/2205.15217 (2022) - 2021
- [j88]Mehdi Bahri, Eimear O' Sullivan, Shunwang Gong, Feng Liu, Xiaoming Liu, Michael M. Bronstein, Stefanos Zafeiriou:
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation. Int. J. Comput. Vis. 129(9): 2680-2713 (2021) - [j87]Panagiotis Tzirakis, Jiaxin Chen, Stefanos Zafeiriou, Björn W. Schuller:
End-to-end multimodal affect recognition in real-world environments. Inf. Fusion 68: 46-53 (2021) - [j86]Stylianos Ploumpis, Evangelos Ververas, Eimear O' Sullivan, Stylianos Moschoglou, Haoyang Wang, Nick E. Pears, William A. P. Smith, Baris Gecer, Stefanos Zafeiriou:
Towards a Complete 3D Morphable Model of the Human Head. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4142-4160 (2021) - [j85]Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou:
Tensor Methods in Computer Vision and Deep Learning. Proc. IEEE 109(5): 863-890 (2021) - [j84]Dimitrios Kollias, Stefanos Zafeiriou:
Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset. IEEE Trans. Affect. Comput. 12(3): 595-606 (2021) - [j83]Michail Christos Doukas, Mohammad Rami Koujan, Viktoriia Sharmanska, Anastasios Roussos, Stefanos Zafeiriou:
Head2Head++: Deep Facial Attributes Re-Targeting. IEEE Trans. Biom. Behav. Identity Sci. 3(1): 31-43 (2021) - [c170]Baris Gecer, Jiankang Deng, Stefanos Zafeiriou:
OSTeC: One-Shot Texture Completion. CVPR 2021: 7628-7638 - [c169]Mehdi Bahri, Gaétan Bahl, Stefanos Zafeiriou:
Binary Graph Neural Networks. CVPR 2021: 9492-9501 - [c168]Jiankang Deng, Jia Guo, Jing Yang, Alexandros Lattas, Stefanos Zafeiriou:
Variational Prototype Learning for Deep Face Recognition. CVPR 2021: 11906-11915 - [c167]Panagiotis Tzirakis, Anh Nguyen, Stefanos Zafeiriou, Björn W. Schuller:
Speech Emotion Recognition Using Semantic Information. ICASSP 2021: 6279-6283 - [c166]Francesca Babiloni, Ioannis Marras, Filippos Kokkinos, Jiankang Deng, Grigorios Chrysos, Stefanos Zafeiriou:
Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials. ICCV 2021: 10498-10508 - [c165]Michail Christos Doukas, Stefanos Zafeiriou, Viktoriia Sharmanska:
HeadGAN: One-shot Neural Head Synthesis and Editing. ICCV 2021: 14378-14387 - [c164]Jiankang Deng, Jia Guo, Xiang An, Zheng Zhu, Stefanos Zafeiriou:
Masked Face Recognition Challenge: The InsightFace Track Report. ICCVW 2021: 1437-1444 - [c163]Dimitrios Kollias, Stefanos Zafeiriou:
Analysing Affective Behavior in the second ABAW2 Competition. ICCVW 2021: 3645-3653 - [i93]Panagiotis Tzirakis, Anh Nguyen, Stefanos Zafeiriou, Björn W. Schuller:
Speech Emotion Recognition using Semantic Information. CoRR abs/2103.02993 (2021) - [i92]Dimitrios Kollias, Stefanos Zafeiriou:
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework. CoRR abs/2103.15792 (2021) - [i91]Michail Christos Doukas, Mohammad Rami Koujan, Viktoriia Sharmanska, Stefanos Zafeiriou:
Head2HeadFS: Video-based Head Reenactment with Few-shot Learning. CoRR abs/2103.16229 (2021) - [i90]Michail Tarasiou, Riza Alp Güler, Stefanos Zafeiriou:
Context-self contrastive pretraining for crop type semantic segmentation. CoRR abs/2104.04310 (2021) - [i89]Michail Tarasiou, Stefanos Zafeiriou:
DeepSatData: Building large scale datasets of satellite images for training machine learning models. CoRR abs/2104.13824 (2021) - [i88]Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou:
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study. CoRR abs/2105.03790 (2021) - [i87]Jia Guo, Jiankang Deng, Alexandros Lattas, Stefanos Zafeiriou:
Sample and Computation Redistribution for Efficient Face Detection. CoRR abs/2105.04714 (2021) - [i86]Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou:
Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction. CoRR abs/2105.07474 (2021) - [i85]Stylianos Ploumpis, Stylianos Moschoglou, Vasileios Triantafyllou, Stefanos Zafeiriou:
3D human tongue reconstruction from single "in-the-wild" images. CoRR abs/2106.12302 (2021) - [i84]Dimitrios Kollias, Irene Kotsia, Elnar Hajiyev, Stefanos Zafeiriou:
Analysing Affective Behavior in the second ABAW2 Competition. CoRR abs/2106.15318 (2021) - [i83]Francesca Babiloni, Ioannis Marras, Filippos Kokkinos, Jiankang Deng, Grigorios Chrysos, Stefanos Zafeiriou:
Poly-NL: Linear Complexity Non-local Layers with Polynomials. CoRR abs/2107.02859 (2021) - [i82]Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou:
Tensor Methods in Computer Vision and Deep Learning. CoRR abs/2107.03436 (2021) - [i81]Jiankang Deng, Jia Guo, Xiang An, Zheng Zhu, Stefanos Zafeiriou:
Masked Face Recognition Challenge: The InsightFace Track Report. CoRR abs/2108.08191 (2021) - [i80]Rolandos Alexandros Potamias, Giorgos Bouritsas, Stefanos Zafeiriou:
Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach. CoRR abs/2109.14982 (2021) - [i79]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. CoRR abs/2110.05031 (2021) - [i78]Siegfried Ludwig, Stylianos Bakas, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou:
EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters. CoRR abs/2110.10009 (2021) - [i77]Alexandros Lattas, Stylianos Moschoglou, Stylianos Ploumpis, Baris Gecer, Abhijeet Ghosh, Stefanos Zafeiriou:
AvatarMe++: Facial Shape and BRDF Inference with Photorealistic Rendering-Aware GANs. CoRR abs/2112.05957 (2021) - 2020
- [j82]Mengjiao Wang, Derek Bradley, Stefanos Zafeiriou, Thabo Beeler:
Facial Expression Synthesis using a Global-Local Multilinear Framework. Comput. Graph. Forum 39(2): 235-245 (2020) - [j81]Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou:
Deep Neural Network Augmentation: Generating Faces for Affect Analysis. Int. J. Comput. Vis. 128(5): 1455-1484 (2020) - [j80]Stylianos Moschoglou, Stylianos Ploumpis, Mihalis A. Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou:
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation. Int. J. Comput. Vis. 128(10): 2534-2551 (2020) - [j79]Evangelos Ververas, Stefanos Zafeiriou:
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters. Int. J. Comput. Vis. 128(10): 2629-2650 (2020) - [j78]Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou:
RoCGAN: Robust Conditional GAN. Int. J. Comput. Vis. 128(10): 2665-2683 (2020) - [c162]Dimitrios Kollias, Stefanos Zafeiriou:
VA-StarGAN: Continuous Affect Generation. ACIVS 2020: 227-238 - [c161]Alexandros Lattas, Stylianos Moschoglou, Baris Gecer, Stylianos Ploumpis, Vasileios Triantafyllou, Abhijeet Ghosh, Stefanos Zafeiriou:
AvatarMe: Realistically Renderable 3D Facial Reconstruction "In-the-Wild". CVPR 2020: 757-766 - [c160]Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael M. Bronstein, Stefanos Zafeiriou:
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild. CVPR 2020: 4989-4999 - [c159]Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou:
RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild. CVPR 2020: 5202-5211 - [c158]Mohammad Rami Koujan, Anastasios Roussos, Stefanos Zafeiriou:
DeepFaceFlow: In-the-Wild Dense 3D Facial Motion Estimation. CVPR 2020: 6617-6626 - [c157]Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou:
P-nets: Deep Polynomial Neural Networks. CVPR 2020: 7323-7333 - [c156]Shunwang Gong, Mehdi Bahri, Michael M. Bronstein, Stefanos Zafeiriou:
Geometrically Principled Connections in Graph Neural Networks. CVPR 2020: 11412-11421 - [c155]Francesca Babiloni, Ioannis Marras, Gregory G. Slabaugh, Stefanos Zafeiriou:
TESA: Tensor Element Self-Attention via Matricization. CVPR 2020: 13942-13951 - [c154]Haoyang Wang, Riza Alp Güler, Iasonas Kokkinos, George Papandreou, Stefanos Zafeiriou:
BLSM: A Bone-Level Skinned Model of the Human Mesh. ECCV (5) 2020: 1-17 - [c153]Rolandos Alexandros Potamias, Jiali Zheng, Stylianos Ploumpis, Giorgos Bouritsas, Evangelos Ververas, Stefanos Zafeiriou:
Learning to Generate Customized Dynamic 3D Facial Expressions. ECCV (29) 2020: 278-294 - [c152]Baris Gecer, Alexandros Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou:
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks. ECCV (29) 2020: 415-433 - [c151]Ioannis Marras, Grigorios G. Chrysos, Ioannis Alexiou, Gregory G. Slabaugh, Stefanos Zafeiriou:
Reconstructing the Noise Variance Manifold for Image Denoising. ECCV (9) 2020: 622-639 - [c150]Jiankang Deng, Jia Guo, Tongliang Liu, Mingming Gong, Stefanos Zafeiriou:
Sub-center ArcFace: Boosting Face Recognition by Large-Scale Noisy Web Faces. ECCV (11) 2020: 741-757 - [c149]Mohammad Rami Koujan, Michail Christos Doukas, Anastasios Roussos, Stefanos Zafeiriou:
Head2Head: Video-based Neural Head Synthesis. FG 2020: 16-23 - [c148]Kritaphat Songsri-in, Stefanos Zafeiriou:
Face Video Generation from a Single Image and Landmarks. FG 2020: 69-76 - [c147]Panagiotis Tzirakis, Athanasios Papaioannou, Alexandros Lattas, Michail Tarasiou, Björn W. Schuller, Stefanos Zafeiriou:
Synthesising 3D Facial Motion from "In-the-Wild" Speech. FG 2020: 265-272 - [c146]Eimear O' Sullivan, Stefanos Zafeiriou:
3D Landmark Localization in Point Clouds for the Human Ear. FG 2020: 402-406 - [c145]Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou:
Analysing Affective Behavior in the First ABAW 2020 Competition. FG 2020: 637-643 - [c144]Mohammad Rami Koujan, Michail Christos Doukas, Anastasios Roussos, Stefanos Zafeiriou:
ReenactNet: Real-time Full Head Reenactment. FG 2020: 918 - [c143]Michail Tarasiou, Stefanos Zafeiriou:
Extracting Deep Local Features to Detect Manipulated Images of Human Faces. ICIP 2020: 1821-1825 - [c142]Eimear O' Sullivan, Lara van de Lande, Antonia Osolos, Silvia Schievano, David J. Dunaway, Neil Bulstrode, Stefanos Zafeiriou:
Ear Cartilage Inference for Reconstructive Surgery with Convolutional Mesh Autoencoders. MICCAI (3) 2020: 76-85 - [c141]Eimear O' Sullivan, Stefanos Zafeiriou:
PCA Retargeting: Encoding Linear Shape Models as Convolutional Mesh Autoencoders. Preregister@NeurIPS 2020: 87-99 - [c140]Bin Liu, Niannan Xue, Huifeng Guo, Ruiming Tang, Stefanos Zafeiriou, Xiuqiang He, Zhenguo Li:
AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction. SIGIR 2020: 199-208 - [i76]Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou:
Analysing Affective Behavior in the First ABAW 2020 Competition. CoRR abs/2001.11409 (2020) - [i75]Ioannis Marras, Grigorios G. Chrysos, Ioannis Alexiou, Gregory G. Slabaugh, Stefanos Zafeiriou:
Reconstructing the Noise Manifold for Image Denoising. CoRR abs/2002.04147 (2020) - [i74]Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Π-nets: Deep Polynomial Neural Networks. CoRR abs/2003.03828 (2020) - [i73]Alexandros Lattas, Stylianos Moschoglou, Baris Gecer, Stylianos Ploumpis, Vasileios Triantafyllou, Abhijeet Ghosh, Stefanos Zafeiriou:
AvatarMe: Realistically Renderable 3D Facial Reconstruction "in-the-wild". CoRR abs/2003.13845 (2020) - [i72]Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael M. Bronstein, Stefanos Zafeiriou:
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild. CoRR abs/2004.01946 (2020) - [i71]Shunwang Gong, Mehdi Bahri, Michael M. Bronstein, Stefanos Zafeiriou:
Geometrically Principled Connections in Graph Neural Networks. CoRR abs/2004.02658 (2020) - [i70]Mohammad Rami Koujan, Anastasios Roussos, Stefanos Zafeiriou:
DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation. CoRR abs/2005.07298 (2020) - [i69]Mohammad Rami Koujan, Michail Christos Doukas, Anastasios Roussos, Stefanos Zafeiriou:
Head2Head: Video-based Neural Head Synthesis. CoRR abs/2005.10954 (2020) - [i68]Giorgos Bouritsas, Fabrizio Frasca, Stefanos Zafeiriou, Michael M. Bronstein:
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting. CoRR abs/2006.09252 (2020) - [i67]Mohammad Rami Koujan, Michail Christos Doukas, Anastasios Roussos, Stefanos Zafeiriou:
ReenactNet: Real-time Full Head Reenactment. CoRR abs/2006.10500 (2020) - [i66]Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Deep Polynomial Neural Networks. CoRR abs/2006.13026 (2020) - [i65]Rolandos Alexandros Potamias, Jiali Zheng, Stylianos Ploumpis, Giorgos Bouritsas, Evangelos Ververas, Stefanos Zafeiriou:
Learning to Generate Customized Dynamic 3D Facial Expressions. CoRR abs/2007.09805 (2020) - [i64]Michail Christos Doukas, Stefanos Zafeiriou, Viktoriia Sharmanska:
HeadGAN: Video-and-Audio-Driven Talking Head Synthesis. CoRR abs/2012.08261 (2020) - [i63]Mehdi Bahri, Eimear O' Sullivan, Shunwang Gong, Feng Liu, Xiaoming Liu, Michael M. Bronstein, Stefanos Zafeiriou:
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation. CoRR abs/2012.09235 (2020) - [i62]Baris Gecer, Jiankang Deng, Stefanos Zafeiriou:
OSTeC: One-Shot Texture Completion. CoRR abs/2012.15370 (2020) - [i61]Mehdi Bahri, Gaétan Bahl, Stefanos Zafeiriou:
Binary Graph Neural Networks. CoRR abs/2012.15823 (2020)
2010 – 2019
- 2019
- [j77]Jiankang Deng, Anastasios Roussos, Grigorios Chrysos, Evangelos Ververas, Irene Kotsia, Jie Shen, Stefanos Zafeiriou:
The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking. Int. J. Comput. Vis. 127(6-7): 599-624 (2019) - [j76]Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou:
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations. Int. J. Comput. Vis. 127(6-7): 743-762 (2019) - [j75]Grigorios G. Chrysos, Paolo Favaro, Stefanos Zafeiriou:
Motion Deblurring of Faces. Int. J. Comput. Vis. 127(6-7): 801-823 (2019) - [j74]Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou:
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond. Int. J. Comput. Vis. 127(6-7): 907-929 (2019) - [j73]Tae-Kyun Kim, Stefanos Zafeiriou, Ben Glocker, Stefan Leutenegger:
Special Issue on Machine Vision. Int. J. Comput. Vis. 127(11-12): 1611-1613 (2019) - [j72]Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou:
Non-Negative Matrix Factorizations for Multiplex Network Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 928-940 (2019) - [j71]Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou:
Side Information for Face Completion: A Robust PCA Approach. IEEE Trans. Pattern Anal. Mach. Intell. 41(10): 2349-2364 (2019) - [j70]Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou:
Robust Kronecker Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 41(10): 2365-2379 (2019) - [j69]Vahan Hovhannisyan, Yannis Panagakis, Panos Parpas, Stefanos Zafeiriou:
Fast Multilevel Algorithms for Compressive Principal Component Pursuit. SIAM J. Imaging Sci. 12(1): 624-649 (2019) - [j68]Mihalis A. Nicolaou, Stefanos Zafeiriou, Irene Kotsia, Guoying Zhao, Jeffrey F. Cohn:
Editorial of Special Issue on Human Behaviour Analysis "In-the-Wild". IEEE Trans. Affect. Comput. 10(1): 4-6 (2019) - [j67]Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou:
Joint Multi-View Face Alignment in the Wild. IEEE Trans. Image Process. 28(7): 3636-3648 (2019) - [c139]Dominik Kulon, Haoyang Wang, Riza Alp Güler, Michael M. Bronstein, Stefanos Zafeiriou:
Single Image 3D Hand Reconstruction with Mesh Convolutions. BMVC 2019: 45 - [c138]Dimitrios Kollias, Stefanos Zafeiriou:
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace. BMVC 2019: 297 - [c137]Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou:
Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders. CVPR 2019: 1097-1106 - [c136]Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou:
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction. CVPR 2019: 1155-1164 - [c135]Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou:
ArcFace: Additive Angular Margin Loss for Deep Face Recognition. CVPR 2019: 4690-4699 - [c134]Stylianos Ploumpis, Haoyang Wang, Nick E. Pears, William A. P. Smith, Stefanos Zafeiriou:
Combining 3D Morphable Models: A Large Scale Face-And-Head Model. CVPR 2019: 10934-10943 - [c133]Haoyang Wang, Stefanos Zafeiriou:
Reparameterising 3D Statistical Shape Models. FG 2019: 1-5 - [c132]Panagiotis Tzirakis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou:
Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries. FG 2019: 1-5 - [c131]Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Stefanos Zafeiriou, Michael M. Bronstein:
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation. ICCV 2019: 7212-7221 - [c130]Jiankang Deng, Stefanos Zafeiriou:
ArcFace for Disguised Face Recognition. ICCV Workshops 2019: 485-493 - [c129]Jiankang Deng, Jia Guo, Stefanos Zafeiriou:
Single-Stage Joint Face Detection and Alignment. ICCV Workshops 2019: 1836-1839 - [c128]Shunwang Gong, Lei Chen, Michael M. Bronstein, Stefanos Zafeiriou:
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator. ICCV Workshops 2019: 4141-4148 - [c127]Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou:
Robust Conditional Generative Adversarial Networks. ICLR (Poster) 2019 - [c126]Alexander Lattas, Mingqian Wang, Stefanos Zafeiriou, Abhijeet Ghosh:
Multi-view facial capture using binary spherical gradient illumination. SIGGRAPH Posters 2019: 59:1-59:2 - [i60]Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou:
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction. CoRR abs/1902.05978 (2019) - [i59]Stylianos Ploumpis, Haoyang Wang, Nick E. Pears, William A. P. Smith, Stefanos Zafeiriou:
Combining 3D Morphable Models: A Large scale Face-and-Head Model. CoRR abs/1903.03785 (2019) - [i58]Shiyang Cheng, Michael M. Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou:
MeshGAN: Non-linear 3D Morphable Models of Faces. CoRR abs/1903.10384 (2019) - [i57]Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou:
Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders. CoRR abs/1904.03525 (2019) - [i56]Panagiotis Tzirakis, Athanasios Papaioannou, Alexander Lattas, Michail Tarasiou, Björn W. Schuller, Stefanos Zafeiriou:
Synthesising 3D Facial Motion from "In-the-Wild" Speech. CoRR abs/1904.07002 (2019) - [i55]Kritaphat Songsri-in, Stefanos Zafeiriou:
Face Video Generation from a Single Image and Landmarks. CoRR abs/1904.11521 (2019) - [i54]Stylianos Moschoglou, Stylianos Ploumpis, Mihalis Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou:
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation. CoRR abs/1905.00307 (2019) - [i53]Jiankang Deng, Jia Guo, Yuxiang Zhou, Jinke Yu, Irene Kotsia, Stefanos Zafeiriou:
RetinaFace: Single-stage Dense Face Localisation in the Wild. CoRR abs/1905.00641 (2019) - [i52]Dominik Kulon, Haoyang Wang, Riza Alp Güler, Michael M. Bronstein, Stefanos Zafeiriou:
Single Image 3D Hand Reconstruction with Mesh Convolutions. CoRR abs/1905.01326 (2019) - [i51]Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Michael M. Bronstein, Stefanos Zafeiriou:
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation. CoRR abs/1905.02876 (2019) - [i50]