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Masked Face Recognition Challenge: The InsightFace Track Report


Aug 18, 2021
Jiankang Deng, Jia Guo, Xiang An, Zheng Zhu, Stefanos Zafeiriou

* The WebFace260M Track of ICCV-21 MFR Challenge is still open in https://github.com/deepinsight/insightface/tree/master/challenges/iccv21-mfr 

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Masked Face Recognition Challenge: The WebFace260M Track Report


Aug 16, 2021
Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jia Guo, Jiwen Lu, Dalong Du, Jie Zhou

* The WebFace260M Track of ICCV-21 MFR Challenge is still open in https://www.face-benchmark.org/challenge.html 

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Poly-NL: Linear Complexity Non-local Layers with Polynomials


Jul 06, 2021
Francesca Babiloni, Ioannis Marras, Filippos Kokkinos, Jiankang Deng, Grigorios Chrysos, Stefanos Zafeiriou

* 11 pages, 4 figures 

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Sample and Computation Redistribution for Efficient Face Detection


May 10, 2021
Jia Guo, Jiankang Deng, Alexandros Lattas, Stefanos Zafeiriou


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Polynomial Networks in Deep Classifiers


Apr 16, 2021
Grigorios G Chrysos, Markos Georgopoulos, Jiankang Deng, Yannis Panagakis

* Under review 

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WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition


Mar 06, 2021
Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jiwen Lu, Dalong Du, Jie Zhou

* Accepted by CVPR2021. Benchmark website is https://www.face-benchmark.org 

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OSTeC: One-Shot Texture Completion


Dec 30, 2020
Baris Gecer, Jiankang Deng, Stefanos Zafeiriou

* Project page: https://github.com/barisgecer/OSTeC 

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Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels


Dec 02, 2020
Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Jiankang Deng, Jiatong Li, Yinian Mao


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Deep Polynomial Neural Networks


Jun 20, 2020
Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou

* Under review in T-PAMI. arXiv admin note: substantial text overlap with arXiv:2003.03828 

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Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning


Jun 14, 2020
Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Jiankang Deng, Gang Niu, Masashi Sugiyama


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$Π-$nets: Deep Polynomial Neural Networks


Mar 26, 2020
Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou

* Accepted in CVPR 2020 

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Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks


Sep 05, 2019
Baris Gecer, Alexander Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou

* Check project page: https://github.com/barisgecer/TBGAN for the full resolution results and the accompanying video 

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RetinaFace: Single-stage Dense Face Localisation in the Wild


May 04, 2019
Jiankang Deng, Jia Guo, Yuxiang Zhou, Jinke Yu, Irene Kotsia, Stefanos Zafeiriou


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Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders


Apr 06, 2019
Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou


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Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment


Dec 05, 2018
Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou


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ArcFace: Additive Angular Margin Loss for Deep Face Recognition


Jan 23, 2018
Jiankang Deng, Jia Guo, Stefanos Zafeiriou


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Side Information for Face Completion: a Robust PCA Approach


Jan 20, 2018
Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, Stefanos Zafeiriou

* arXiv admin note: text overlap with arXiv:1702.00648 

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UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition


Dec 13, 2017
Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou


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Informed Non-convex Robust Principal Component Analysis with Features


Sep 14, 2017
Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou


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Joint Multi-view Face Alignment in the Wild


Aug 20, 2017
Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou

* submit to IEEE Transactions on Image Processing 

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