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Stefanos P. Zafeiriou
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2020 – today
- 2021
[j84]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)- [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) - 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) - [c161]Dimitrios Kollias, Stefanos Zafeiriou:
VA-StarGAN: Continuous Affect Generation. ACIVS 2020: 227-238 - [c160]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 - [c159]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 - [c158]Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou:
RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild. CVPR 2020: 5202-5211 - [c157]Mohammad Rami Koujan, Anastasios Roussos, Stefanos Zafeiriou:
DeepFaceFlow: In-the-Wild Dense 3D Facial Motion Estimation. CVPR 2020: 6617-6626 - [c156]Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou:
P-nets: Deep Polynomial Neural Networks. CVPR 2020: 7323-7333 - [c155]Shunwang Gong, Mehdi Bahri, Michael M. Bronstein, Stefanos Zafeiriou:
Geometrically Principled Connections in Graph Neural Networks. CVPR 2020: 11412-11421 - [c154]Francesca Babiloni, Ioannis Marras, Gregory G. Slabaugh, Stefanos Zafeiriou:
TESA: Tensor Element Self-Attention via Matricization. CVPR 2020: 13942-13951 - [c153]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 - [c152]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 - [c151]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 - [c150]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 - [c149]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 - [c148]Mohammad Rami Koujan, Michail Christos Doukas, Anastasios Roussos, Stefanos Zafeiriou:
Head2Head: Video-based Neural Head Synthesis. FG 2020: 16-23 - [c147]Kritaphat Songsri-in, Stefanos Zafeiriou:
Face Video Generation from a Single Image and Landmarks. FG 2020: 69-76 - [c146]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 - [c145]Eimear O' Sullivan, Stefanos Zafeiriou:
3D Landmark Localization in Point Clouds for the Human Ear. FG 2020: 402-406 - [c144]Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou:
Analysing Affective Behavior in the First ABAW 2020 Competition. FG 2020: 637-643 - [c143]Mohammad Rami Koujan, Michail Christos Doukas, Anastasios Roussos, Stefanos Zafeiriou:
ReenactNet: Real-time Full Head Reenactment. FG 2020: 918 - [c142]Michail Tarasiou, Stefanos Zafeiriou:
Extracting Deep Local Features to Detect Manipulated Images of Human Faces. ICIP 2020: 1821-1825 - [c141]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 - [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]Michail C. Doukas, Viktoriia Sharmanska, Stefanos Zafeiriou:
Video-to-Video Translation for Visual Speech Synthesis. CoRR abs/1905.12043 (2019) - [i49]Grigorios Chrysos, Stylianos Moschoglou, Yannis Panagakis, Stefanos Zafeiriou:
PolyGAN: High-Order Polynomial Generators. CoRR abs/1908.06571 (2019) - [i48]Evangelos Ververas, Stefanos Zafeiriou:
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters. CoRR abs/1908.09638 (2019) - [i47]Baris Gecer, Alexander Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou:
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks. CoRR abs/1909.02215 (2019) - [i46]Dimitrios Kollias, Stefanos Zafeiriou:
Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset. CoRR abs/1910.01417 (2019) - [i45]Dimitrios Kollias, Stefanos Zafeiriou:
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace. CoRR abs/1910.04855 (2019) - [i44]Kritaphat Songsri-in, Stefanos Zafeiriou:
Complement Face Forensic Detection and Localization with FacialLandmarks. CoRR abs/1910.05455 (2019) - [i43]Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou:
Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. CoRR abs/1910.11111 (2019) - [i42]Shunwang Gong, Lei Chen, Michael M. Bronstein, Stefanos Zafeiriou:
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator. CoRR abs/1911.05856 (2019) - [i41]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. CoRR abs/1911.08008 (2019) - [i40]Filippos Kokkinos, Ioannis Marras, Matteo Maggioni, Gregory G. Slabaugh, Stefanos Zafeiriou:
Pixel Adaptive Filtering Units. CoRR abs/1911.10581 (2019) - [i39]Michail Tarasiou, Stefanos Zafeiriou:
Using Fully Convolutional Neural Networks to detect manipulated images in videos. CoRR abs/1911.13269 (2019) - 2018
- [j66]Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou:
A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild". Int. J. Comput. Vis. 126(2-4): 198-232 (2018) - [j65]James Booth, Anastasios Roussos, Allan Ponniah, David Dunaway, Stefanos Zafeiriou:
Large Scale 3D Morphable Models. Int. J. Comput. Vis. 126(2-4): 233-254 (2018) - [j64]Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou:
Multi-Attribute Robust Component Analysis for Facial UV Maps. IEEE J. Sel. Top. Signal Process. 12(6): 1324-1337 (2018) - [j63]George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou:
Deep Canonical Time Warping for Simultaneous Alignment and Representation Learning of Sequences. IEEE Trans. Pattern Anal. Mach. Intell. 40(5): 1128-1138 (2018) - [j62]Grigorios G. Chrysos, Stefanos Zafeiriou:
PD2T: Person-Specific Detection, Deformable Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2555-2568 (2018) - [j61]James Booth, Anastasios Roussos, Evangelos Ververas, Epameinondas Antonakos, Stylianos Ploumpis, Yannis Panagakis, Stefanos Zafeiriou:
3D Reconstruction of "In-the-Wild" Faces in Images and Videos. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2638-2652 (2018) - [j60]Christos Sagonas, Evangelos Ververas, Yannis Panagakis, Stefanos Zafeiriou:
Recovering Joint and Individual Components in Facial Data. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2668-2681 (2018) - [j59]Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos P. Zafeiriou:
Disentangling the Modes of Variation in Unlabelled Data. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2682-2695 (2018) - [j58]Grigorios G. Chrysos, Epameinondas Antonakos, Stefanos Zafeiriou:
IPST: Incremental Pictorial Structures for Model-Free Tracking of Deformable Objects. IEEE Trans. Image Process. 27(7): 3529-3540 (2018) - [c125]Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou:
Informed Non-Convex Robust Principal Component Analysis With Features. AAAI 2018: 4343-4349 - [c124]Stylianos Moschoglou, Stylianos Ploumpis, Mihalis A. Nicolaou, Stefanos Zafeiriou:
Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes. ACCV (3) 2018: 493-508 - [c123]Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou:
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. BMVC 2018: 44 - [c122]Shiyang Cheng, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou:
4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications. CVPR 2018: 5117-5126 - [c121]Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou:
UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition. CVPR 2018: 7093-7102 - [c120]Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou:
Photorealistic Facial Synthesis in the Dimensional Affect Space. ECCV Workshops (2) 2018: 475-491 - [c119]Kritaphat Songsri-in, George Trigeorgis, Stefanos Zafeiriou:
Deep and Deformable: Convolutional Mixtures of Deformable Part-Based Models. FG 2018: 218-225 - [c118]Jiankang Deng, Yuxiang Zhou, Shiyang Cheng, Stefanos Zafeiriou:
Cascade Multi-View Hourglass Model for Robust 3D Face Alignment. FG 2018: 399-403 - [c117]Yuxiang Zhou, Jiankang Deng, Stefanos Zafeiriou:
Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation. FG 2018: 480-484 - [c116]Dimitrios Kollias, Stefanos Zafeiriou:
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. IJCNN 2018: 1-8 - [c115]Björn W. Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis, Stefanos Zafeiriou:
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats. INTERSPEECH 2018: 122-126 - [c114]Christos Kampouris, Stefanos Zafeiriou, Abhijeet Ghosh:
Diffuse-Specular Separation using Binary Spherical Gradient Illumination. EGSR (EI&I) 2018: 1-10 - [p3]Gil Keren, Amr El-Desoky Mousa, Olivier Pietquin, Stefanos Zafeiriou, Björn W. Schuller:
Deep learning for multisensorial and multimodal interaction. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 99-128 - [i38]Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou:
Robust Kronecker Component Analysis. CoRR abs/1801.06432 (2018) - [i37]Grigorios G. Chrysos, Yannis Panagakis, Stefanos Zafeiriou:
Visual Data Augmentation through Learning. CoRR abs/1801.06665 (2018) - [i36]Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou:
Side Information for Face Completion: a Robust PCA Approach. CoRR abs/1801.07580 (2018) - [i35]Jiankang Deng, Jia Guo, Stefanos Zafeiriou:
ArcFace: Additive Angular Margin Loss for Deep Face Recognition. CoRR abs/1801.07698 (2018) - [i34]Panagiotis Tzirakis, Stefanos Zafeiriou, Björn W. Schuller:
End2You - The Imperial Toolkit for Multimodal Profiling by End-to-End Learning. CoRR abs/1802.01115 (2018) - [i33]Riza Alp Güler, Yuxiang Zhou, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, Iasonas Kokkinos:
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild. CoRR abs/1803.02188 (2018) - [i32]Grigorios G. Chrysos, Paolo Favaro, Stefanos Zafeiriou:
Motion deblurring of faces. CoRR abs/1803.03330 (2018) - [i31]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. CoRR abs/1804.10938 (2018) - [i30]