Publications

@inproceedings{babiloni2024id,
  title = {ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling},
  author = {Babiloni, Francesca and Lattas, Alexandros and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {NeurIPS},
  year = {2024},
}

AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis

Swapnil Bhosale, Haosen Yang, Diptesh Kanojia, Jiankang Deng, and Xiatian Zhu

In NeurIPS 2024

@inproceedings{bhosale2024av,
  title = {AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis},
  author = {Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},
  booktitle = {NeurIPS},
  year = {2024},
}

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization

James Oldfield, Markos Georgopoulos, Grigorios G Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A Nicolaou, Jiankang Deng, and Ioannis Patras

In NeurIPS 2024

@inproceedings{oldfield2024multilinear,
  title = {Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization},
  author = {Oldfield, James and Georgopoulos, Markos and Chrysos, Grigorios G and Tzelepis, Christos and Panagakis, Yannis and Nicolaou, Mihalis A and Deng, Jiankang and Patras, Ioannis},
  booktitle = {NeurIPS},
  year = {2024},
}

TopoFR: A Closer Look at Topology Alignment on Face Recognition

Jun Dan, Yang Liu, Jiankang Deng, Haoyu Xie, Siyuan Li, Baigui Sun, and Shan Luo

In NeurIPS 2024

Bib PDF

@inproceedings{dan2024topofr,
  title = {TopoFR: A Closer Look at Topology Alignment on Face Recognition},
  author = {Dan, Jun and Liu, Yang and Deng, Jiankang and Xie, Haoyu and Li, Siyuan and Sun, Baigui and Luo, Shan},
  booktitle = {NeurIPS},
  year = {2024}
}

RWKV-CLIP: A Robust Vision-Language Representation Learner

Tiancheng Gu, Kaicheng Yang, Xiang An, Ziyong Feng, Dongnan Liu, Weidong Cai, and Jiankang Deng

In EMNLP 2024

@inproceedings{gu2024rwkv,
  title = {RWKV-CLIP: A Robust Vision-Language Representation Learner},
  author = {Gu, Tiancheng and Yang, Kaicheng and An, Xiang and Feng, Ziyong and Liu, Dongnan and Cai, Weidong and Deng, Jiankang},
  booktitle = {EMNLP},
  year = {2024},
}

Arc2face: A Foundation Model of Human Faces

Foivos Paraperas Papantoniou, Alexandros Lattas, Stylianos Moschoglou, Jiankang Deng, Bernhard Kainz, and Stefanos Zafeiriou

In ECCV (Oral) 2024

@inproceedings{papantoniou2024arc2face,
  title = {Arc2face: A Foundation Model of Human Faces},
  author = {Papantoniou, Foivos Paraperas and Lattas, Alexandros and Moschoglou, Stylianos and Deng, Jiankang and Kainz, Bernhard and Zafeiriou, Stefanos},
  booktitle = {ECCV (Oral)},
  year = {2024},
}

SAGS: Structure-Aware 3D Gaussian Splatting

Evangelos Ververas, Rolandos Alexandros Potamias, Jifei Song, Jiankang Deng, and Stefanos Zafeiriou

In ECCV 2024

@inproceedings{ververas2024sags,
  title = {SAGS: Structure-Aware 3D Gaussian Splatting},
  author = {Ververas, Evangelos and Potamias, Rolandos Alexandros and Song, Jifei and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2024},
}

3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views

Evangelos Ververas, Polydefkis Gkagkos, Jiankang Deng, Michail Christos Doukas, Jia Guo, and Stefanos Zafeiriou

In ECCV 2024

@inproceedings{ververas20243dgazenet,
  title = {3DGazeNet: Generalizing Gaze Estimation with Weak-Supervision from Synthetic Views},
  author = {Ververas, Evangelos and Gkagkos, Polydefkis and Deng, Jiankang and Christos Doukas, Michail and Guo, Jia and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2024},
}

Adaptive Parametric Activation

Kostas Alexandridis, Jiankang Deng, Anh Nguyen, and Shan Luo

In ECCV (Oral) 2024

@inproceedings{alexandridis2024adaptive,
  title = {Adaptive Parametric Activation},
  author = {Alexandridis, Kostas and Deng, Jiankang and Nguyen, Anh and Luo, Shan},
  booktitle = {ECCV (Oral)},
  year = {2024},
}

Multi-label Cluster Discrimination for Visual Representation Learning

Xiang An, Kaicheng Yang, Xiangzi Dai, Ziyong Feng, and Jiankang Deng

In ECCV 2024

@inproceedings{an2024multi,
  title = {Multi-label Cluster Discrimination for Visual Representation Learning},
  author = {An, Xiang and Yang, Kaicheng and Dai, Xiangzi and Feng, Ziyong and Deng, Jiankang},
  booktitle = {ECCV},
  year = {2024},
}

Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text

Vasileios Baltatzis, Rolandos Alexandros Potamias, Evangelos Ververas, Guanxiong Sun, Jiankang Deng, and Stefanos Zafeiriou

In CVPR 2024

@inproceedings{baltatzis2023neural,
  title = {Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text},
  author = {Baltatzis, Vasileios and Potamias, Rolandos Alexandros and Ververas, Evangelos and Sun, Guanxiong and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2024},
}

Monocular Identity-Conditioned Facial Reflectance Reconstruction

Xingyu Ren, Jiankang Deng, Yuhao Cheng, Jia Guo, Chao Ma, Yichao Yan, Wenhan Zhu, and Xiaokang Yang

In CVPR 2024

@inproceedings{Ren2024Monocular,
  title = {Monocular Identity-Conditioned Facial Reflectance Reconstruction},
  author = {Ren, Xingyu and Deng, Jiankang and Cheng, Yuhao and Guo, Jia and Ma, Chao and Yan, Yichao and Zhu, Wenhan and Yang, Xiaokang},
  booktitle = {CVPR},
  year = {2024},
}

WaveFace: Authentic Face Restoration with Efficient Frequency Recovery

Yunqi Miao, Jiankang Deng, and Jungong Han

In CVPR 2024

@inproceedings{miao2024waveface,
  title = {WaveFace: Authentic Face Restoration with Efficient Frequency Recovery},
  author = {Miao, Yunqi and Deng, Jiankang and Han, Jungong},
  booktitle = {CVPR},
  year = {2024},
}

G3DR: Generative 3D Reconstruction in ImageNet

Pradyumna Reddy, Ismail Elezi, and Jiankang Deng

In CVPR 2024

@inproceedings{reddy2024g3dr,
  title = {G3DR: Generative 3D Reconstruction in ImageNet},
  author = {Reddy, Pradyumna and Elezi, Ismail and Deng, Jiankang},
  booktitle = {CVPR},
  year = {2024},
}

VkD: Improving Knowledge Distillation using Orthogonal Projections

Roy Miles, Ismail Elezi, and Jiankang Deng

In CVPR 2024

@inproceedings{miles2024vkd,
  title = {VkD: Improving Knowledge Distillation using Orthogonal Projections},
  author = {Miles, Roy and Elezi, Ismail and Deng, Jiankang},
  booktitle = {CVPR},
  year = {2024},
}

Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation

Zhipeng Du, Miaojing Shi, and Jiankang Deng

In CVPR 2024

@inproceedings{du2023boosting,
  title = {Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation},
  author = {Du, Zhipeng and Shi, Miaojing and Deng, Jiankang},
  booktitle = {CVPR},
  year = {2024},
}

Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution

Qingping Zheng, Ling Zheng, Yuanfan Guo, Ying Li, Songcen Xu, Jiankang Deng, and Hang Xu

In CVPR 2024

@inproceedings{zheng2024self,
  title = {Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution},
  author = {Zheng, Qingping and Zheng, Ling and Guo, Yuanfan and Li, Ying and Xu, Songcen and Deng, Jiankang and Xu, Hang},
  booktitle = {CVPR},
  year = {2024},
}

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing

Ajian Liu, Shuai Xue, Jianwen Gan, Jun Wan, Yanyan Liang, Jiankang Deng, Sergio Escalera, and Zhen Lei

In CVPR (Highlight) 2024

Bib PDF

@inproceedings{liu2024cfpl,
  title = {CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing},
  author = {Liu, Ajian and Xue, Shuai and Gan, Jianwen and Wan, Jun and Liang, Yanyan and Deng, Jiankang and Escalera, Sergio and Lei, Zhen},
  booktitle = {CVPR (Highlight)},
  year = {2024}
}

DiffSED: Sound Event Detection with Denoising Diffusion

Swapnil Bhosale, Sauradip Nag, Diptesh Kanojia, Jiankang Deng, and Xiatian Zhu

In AAAI (Oral) 2024

Bib PDF

@inproceedings{bhosale2023diffsed,
  title = {DiffSED: Sound Event Detection with Denoising Diffusion},
  author = {Bhosale, Swapnil and Nag, Sauradip and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},
  booktitle = {AAAI (Oral)},
  year = {2024}
}

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

Qingping Zheng, Yuanfan Guo, Jiankang Deng, Jianhua Han, Ying Li, Songcen Xu, and Hang Xu

In AAAI 2024

Bib PDF

@inproceedings{zheng2023any,
  title = {Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images},
  author = {Zheng, Qingping and Guo, Yuanfan and Deng, Jiankang and Han, Jianhua and Li, Ying and Xu, Songcen and Xu, Hang},
  booktitle = {AAAI},
  year = {2024}
}

Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning

Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, and Changsheng Xu

In AAAI 2024

@inproceedings{ma2023three,
  title = {Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning},
  author = {Ma, Chengcheng and Elezi, Ismail and Deng, Jiankang and Dong, Weiming and Xu, Changsheng},
  booktitle = {AAAI},
  year = {2024},
}

Transferring Annotator-and Instance-dependent Transition Matrix for Learning from Crowds

Shikun Li, Xiaobo Xia, Jiankang Deng, Shiming Ge, and Tongliang Liu

TPAMI 2024

@article{li2023transferring,
  title = {Transferring Annotator-and Instance-dependent Transition Matrix for Learning from Crowds},
  author = {Li, Shikun and Xia, Xiaobo and Deng, Jiankang and Ge, Shiming and Liu, Tongliang},
  journal = {TPAMI},
  year = {2024},
}

2023

HeadSculpt: Crafting 3D Head Avatars with Text

Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, and Kwan-Yee K Wong

In NeurIPS 2023

@inproceedings{han2023headsculpt,
  title = {HeadSculpt: Crafting 3D Head Avatars with Text},
  author = {Han, Xiao and Cao, Yukang and Han, Kai and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao and Wong, Kwan-Yee K},
  booktitle = {NeurIPS},
  year = {2023},
}

Holistic Label Correction for Noisy Multi-Label Classification

Xiaobo Xia, Jiankang Deng, Wei Bao, Yuxuan Du, Bo Han, Shiguang Shan, and Tongliang Liu

In ICCV 2023

Bib PDF

@inproceedings{Xia2023Holistic,
  title = {Holistic Label Correction for Noisy Multi-Label Classification},
  author = {Xia, Xiaobo and Deng, Jiankang and Bao, Wei and Du, Yuxuan and Han, Bo and Shan, Shiguang and Liu, Tongliang},
  booktitle = {ICCV},
  year = {2023}
}

ALIP: Adaptive Language-Image Pre-Training with Synthetic Caption

Kaicheng Yang, Jiankang Deng, Xiang An, Jiawei Li, Ziyong Feng, Jia Guo, Jing Yang, and Tongliang Liu

In ICCV 2023

@inproceedings{Yang2023ALIP,
  title = {ALIP: Adaptive Language-Image Pre-Training with Synthetic Caption},
  author = {Yang, Kaicheng and Deng, Jiankang and An, Xiang and Li, Jiawei and Feng, Ziyong and Guo, Jia and Yang, Jing and Liu, Tongliang},
  booktitle = {ICCV},
  year = {2023},
}

Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion

Xiao Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, and Tao Xiang

In ICCV 2023

@inproceedings{Han2023Controllable,
  title = {Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion},
  author = {Han, Xiao and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao},
  booktitle = {ICCV},
  year = {2023},
}

Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes

Francesca Babiloni, Matteo Maggioni, Thomas Tanay, Jiankang Deng, Ales Leonardis, and Stefanos Zafeiriou

In ICCV 2023

@inproceedings{Babiloni2023Adaptive,
  title = {Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes},
  author = {Babiloni, Francesca and Maggioni, Matteo and Tanay, Thomas and Deng, Jiankang and Leonardis, Ales and Zafeiriou, Stefanos},
  booktitle = {ICCV},
  year = {2023},
}

TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective

Jun Dan, Yang Liu, Haoyu Xie, Jiankang Deng, Haoran Xie, Xuansong Xie, and Baigui Sun

In ICCV 2023

@inproceedings{Dan2023TransFace,
  title = {TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective},
  author = {Dan, Jun and Liu, Yang and Xie, Haoyu and Deng, Jiankang and Xie, Haoran and Xie, Xuansong and Sun, Baigui},
  booktitle = {ICCV},
  year = {2023},
}

DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion

Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, and Tao Xiang

In ICCV 2023

@inproceedings{Nag2023DiffTAD,
  title = {DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion},
  author = {Nag, Sauradip and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao},
  booktitle = {ICCV},
  year = {2023},
}

Spatio-temporal Prompting Network for Robust Video Feature Extraction

Guanxiong Sun, Chi Wang, Zhaoyu Zhang, Jiankang Deng, Stefanos Zafeiriou, and Yang Hua

In ICCV 2023

@inproceedings{Sun2023Spatiotemporal,
  title = {Spatio-temporal Prompting Network for Robust Video Feature Extraction},
  author = {Sun, Guanxiong and Wang, Chi and Zhang, Zhaoyu and Deng, Jiankang and Zafeiriou, Stefanos and Hua, Yang},
  booktitle = {ICCV},
  year = {2023},
}

FitMe: Deep Photorealistic 3D Morphable Model Avatars

Alexandros Lattas, Stylianos Moschoglou, Stylianos Ploumpis, Baris Gecer, Jiankang Deng, and Stefanos Zafeiriou

In CVPR 2023

@inproceedings{Lattas2023fitme,
  title = {FitMe: Deep Photorealistic 3D Morphable Model Avatars},
  author = {Lattas, Alexandros and Moschoglou, Stylianos and Ploumpis, Stylianos and Gecer, Baris and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2023},
}

Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues

Xingyu Ren, Jiankang Deng, Chao Ma, Yichao Yan, and Xiaokang Yang

In CVPR (Highlight) 2023

@inproceedings{Ren2023Improving,
  title = {Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues},
  author = {Ren, Xingyu and Deng, Jiankang and Ma, Chao and Yan, Yichao and Yang, Xiaokang},
  booktitle = {CVPR (Highlight)},
  year = {2023},
}

Regularization of Polynomial Networks for Image Recognition

Grigorios Chrysos, Bohan Wang, Jiankang Deng, and Volkan Cevher

In CVPR 2023

@inproceedings{chrysos2023regularization,
  title = {Regularization of Polynomial Networks for Image Recognition},
  author = {Chrysos, Grigorios and Wang, Bohan and Deng, Jiankang and Cevher, Volkan},
  booktitle = {CVPR},
  year = {2023},
}

DamoFD: Digging into Backbone Design on Face Detection

Yang Liu, Jiankang Deng, Fei Wang, Lei Shang, Xuansong Xie, and Baigui Sun

In ICLR 2023

@inproceedings{liu2023damofd,
  title = {DamoFD: Digging into Backbone Design on Face Detection},
  author = {Liu, Yang and Deng, Jiankang and Wang, Fei and Shang, Lei and Xie, Xuansong and Sun, Baigui},
  booktitle = {ICLR},
  year = {2023},
}

Unicom: Universal and Compact Representation Learning for Image Retrieval

Xiang An, Jiankang Deng, Kaicheng Yang, Jaiwei Li, Ziyong Feng, Jia Guo, Jing Yang, and Tongliang Liu

In ICLR 2023

@inproceedings{an2023unicom,
  title = {Unicom: Universal and Compact Representation Learning for Image Retrieval},
  author = {An, Xiang and Deng, Jiankang and Yang, Kaicheng and Li, Jaiwei and Feng, Ziyong and Guo, Jia and Yang, Jing and Liu, Tongliang},
  booktitle = {ICLR},
  year = {2023},
}

Domain-general Crowd Counting in Unseen Scenarios

Zhipeng Du, Jiankang Deng, and Miaojing Shi

In AAAI 2023

Linear Complexity Self-Attention with 3rd Order Polynomials

Francesca Babiloni, Ioannis Marras, Jiankang Deng, Filippos Kokkinos, Matteo Maggioni, Grigorios Chrysos, Philip Torr, and Stefanos Zafeiriou

TPAMI 2023

Bib PDF

@article{babiloni2023linear,
  title = {Linear Complexity Self-Attention with 3rd Order Polynomials},
  author = {Babiloni, Francesca and Marras, Ioannis and Deng, Jiankang and Kokkinos, Filippos and Maggioni, Matteo and Chrysos, Grigorios and Torr, Philip and Zafeiriou, Stefanos},
  journal = {TPAMI},
  year = {2023}
}

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

Xiaobo Xia, Bo Han, Nannan Wang, Jiankang Deng, Jiatong Li, Yinian Mao, and Tongliang Liu

TPAMI 2023

Bib PDF

@article{xia2023extended,
  title = {Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels},
  author = {Xia, Xiaobo and Han, Bo and Wang, Nannan and Deng, Jiankang and Li, Jiatong and Mao, Yinian and Liu, Tongliang},
  journal = {TPAMI},
  year = {2023}
}

EDFace-Celeb-1 M: Benchmarking Face Hallucination with a Million-scale Dataset

Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, and Stefanos Zafeiriou

TPAMI 2023

@article{zhang2023edface,
  title = {EDFace-Celeb-1 M: Benchmarking Face Hallucination with a Million-scale Dataset},
  author = {Zhang, Kaihao and Li, Dongxu and Luo, Wenhan and Liu, Jingyu and Deng, Jiankang and Liu, Wei and Zafeiriou, Stefanos},
  journal = {TPAMI},
  year = {2023},
}

WebFace260M: A Benchmark for Million-Scale Deep Face Recognition

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

TPAMI 2023

@article{zhu2023webface260m,
  title = {WebFace260M: A Benchmark for Million-Scale Deep Face Recognition},
  author = {Zhu, Zheng and Huang, Guan and Deng, Jiankang and Ye, Yun and Huang, Junjie and Chen, Xinze and Zhu, Jiagang and Yang, Tian and Du, Dalong and Lu, Jiwen and Zhou, Jie},
  journal = {TPAMI},
  year = {2023},
}

2022

Physically-Based Face Rendering for NIR-VIS Face Recognition

Yunqi Miao, Alexandros Lattas, Jiankang Deng, Jungong Han, and Stefanos Zafeiriou

In NeurIPS 2022

@inproceedings{yunqi2022physically,
  title = {Physically-Based Face Rendering for NIR-VIS Face Recognition},
  author = {Miao, Yunqi and Lattas, Alexandros and Deng, Jiankang and Han, Jungong and Zafeiriou, Stefanos},
  booktitle = {NeurIPS},
  year = {2022},
}

Long-tailed Instance Segmentation using Gumbel Optimized Loss

Kostas Alexandridis, Jiankang Deng, Anh Nguyen, and Shan Luo

In ECCV 2022

@inproceedings{alexandridis2022long,
  title = {Long-tailed Instance Segmentation using Gumbel Optimized Loss},
  author = {Alexandridis, Kostas and Deng, Jiankang and Nguyen, Anh and Luo, Shan},
  booktitle = {ECCV},
  year = {2022},
}

Augmenting Deep Classifiers with Polynomial Neural Networks

Grigorios Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaif, Yannis Panagakis, and Anima Anandkumar

In ECCV 2022

Bib PDF

@inproceedings{grigorios2022augmenting,
  title = {Augmenting Deep Classifiers with Polynomial Neural Networks},
  author = {Chrysos, Grigorios and Georgopoulos, Markos and Deng, Jiankang and Kossaif, Jean and Panagakis, Yannis and Anandkumar, Anima},
  booktitle = {ECCV},
  year = {2022}
}

MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis

Athanasios Papaioannou, Baris Gecer, Shiyang Cheng, Grigorios Chrysos, Jiankang Deng, Eftychia Fotiadou, Christos Kampouris, Dimitrios Kollias, Stylianos Moschoglou, Kritaphat Songsri-In, Stylianos Ploumpis, George Trigeorgis, Panagiotis Tzirakis, Evangelos Ververas, Yuxiang Zhou, Allan Ponniah, Anastasios Roussos, and Stefanos Zafeiriou

In ECCV 2022

Bib PDF

@inproceedings{papaioannou2022mimicme,
  title = {MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis},
  author = {Papaioannou, Athanasios and Gecer, Baris and Cheng, Shiyang and Chrysos, Grigorios and Deng, Jiankang and Fotiadou, Eftychia and Kampouris, Christos and Kollias, Dimitrios and Moschoglou, Stylianos and Songsri-In, Kritaphat and Ploumpis, Stylianos and Trigeorgis, George and Tzirakis, Panagiotis and Ververas, Evangelos and Zhou, Yuxiang and Ponniah, Allan and Roussos, Anastasios and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2022}
}

Killing Two Birds with One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC

Xiang An, Jiankang Deng, Jia Guo, Ziyong Feng, XuHan Zhu, Jing Yang, and Tongliang Liu

In CVPR 2022

@inproceedings{an2022killing,
  title = {Killing Two Birds with One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC},
  author = {An, Xiang and Deng, Jiankang and Guo, Jia and Feng, Ziyong and Zhu, XuHan and Yang, Jing and Liu, Tongliang},
  booktitle = {CVPR},
  year = {2022},
}

Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing

Qingping Zheng, Jiankang Deng, Zheng Zhu, Ying Li, and Stefanos Zafeiriou

In CVPR 2022

@inproceedings{zheng2022decoupled,
  title = {Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing},
  author = {Zheng, Qingping and Deng, Jiankang and Zhu, Zheng and Li, Ying and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2022},
}

MogFace: Towards a Deeper Appreciation on Face Detection

Yang Liu, Fei Wang, Jiankang Deng, Zhipeng Zhou, Baigui Sun, and Hao Li

In CVPR 2022

@inproceedings{liu2022mogface,
  title = {MogFace: Towards a Deeper Appreciation on Face Detection},
  author = {Liu, Yang and Wang, Fei and Deng, Jiankang and Zhou, Zhipeng and Sun, Baigui and Li, Hao},
  booktitle = {CVPR},
  year = {2022},
}

Sample and Computation Redistribution for Efficient Face Detection

Jia Guo, Jiankang Deng, Alexandros Lattas, and Stefanos Zafeiriou

In ICLR 2022

Bib HTML PDF Code

@inproceedings{guo2022sample,
  title = {Sample and Computation Redistribution for Efficient Face Detection},
  author = {Guo, Jia and Deng, Jiankang and Lattas, Alexandros and Zafeiriou, Stefanos},
  booktitle = {ICLR},
  year = {2022},
}

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Jiankang Deng, Jia Guo, Jing Yang, Niannan Xue, Irene Kotsia, and Stefanos Zafeiriou

TPAMI 2022

@article{deng2022arcface,
  title = {ArcFace: Additive Angular Margin Loss for Deep Face Recognition},
  author = {Deng, Jiankang and Guo, Jia and Yang, Jing and Xue, Niannan and Kotsia, Irene and Zafeiriou, Stefanos},
  journal = {TPAMI},
  year = {2022},
}

Deep Polynomial Neural Networks

Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, and Stefanos Zafeiriou

TPAMI 2022

@article{chrysos2022deep,
  title = {Deep Polynomial Neural Networks},
  author = {Chrysos, Grigorios and Moschoglou, Stylianos and Bouritsas, Giorgos and Deng, Jiankang and Panagakis, Yannis and Zafeiriou, Stefanos},
  journal = {TPAMI},
  year = {2022},
}

2021

Gait recognition in the wild: A benchmark

Zheng Zhu, Xianda Guo, Tian Yang, Junjie Huang, Jiankang Deng, Guan Huang, Dalong Du, Jiwen Lu, and Jie Zhou

In ICCV 2021

@inproceedings{zhu2021gait,
  title = {Gait recognition in the wild: A benchmark},
  author = {Zhu, Zheng and Guo, Xianda and Yang, Tian and Huang, Junjie and Deng, Jiankang and Huang, Guan and Du, Dalong and Lu, Jiwen and Zhou, Jie},
  booktitle = {ICCV},
  year = {2021},
}

Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials

Francesca Babiloni, Ioannis Marras, Filippos Kokkinos, Jiankang Deng, Grigorios Chrysos, and Stefanos Zafeiriou

In ICCV 2021

Bib PDF

@inproceedings{babiloni2021poly,
  title = {Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials},
  author = {Babiloni, Francesca and Marras, Ioannis and Kokkinos, Filippos and Deng, Jiankang and Chrysos, Grigorios and Zafeiriou, Stefanos},
  booktitle = {ICCV},
  year = {2021}
}

Variational Prototype Learning for Deep Face Recognition

Jiankang Deng, Jia Guo, Jing Yang, Alexandros Lattas, and Stefanos Zafeiriou

In CVPR 2021

@inproceedings{deng2021variational,
  title = {Variational Prototype Learning for Deep Face Recognition},
  author = {Deng, Jiankang and Guo, Jia and Yang, Jing and Lattas, Alexandros and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2021},
}

Ostec: One-shot Texture Completion

Baris Gecer, Jiankang Deng, and Stefanos Zafeiriou

In CVPR 2021

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

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

In CVPR 2021

@inproceedings{zhu2021webface260m,
  title = {WebFace260M: A Benchmark Unveiling the Power of Million-scale Deep Face Recognition},
  author = {Zhu, Zheng and Huang, Guan and Deng, Jiankang and Ye, Yun and Huang, Junjie and Chen, Xinze and Zhu, Jiagang and Yang, Tian and Lu, Jiwen and Du, Dalong and Zhou, Jie},
  booktitle = {CVPR},
  year = {2021},
}

2020

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

Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Jiankang Deng, Gang Niu, and Masashi Sugiyama

In NeurIPS 2020

Bib PDF

@inproceedings{yao2020dual,
  title = {Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning},
  author = {Yao, Yu and Liu, Tongliang and Han, Bo and Gong, Mingming and Deng, Jiankang and Niu, Gang and Sugiyama, Masashi},
  booktitle = {NeurIPS},
  year = {2020}
}

Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces

Jiankang Deng, Jia Guo, Tongliang Liu, Mingming Gong, and Stefanos Zafeiriou

In ECCV 2020

@inproceedings{deng2020sub,
  title = {Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces},
  author = {Deng, Jiankang and Guo, Jia and Liu, Tongliang and Gong, Mingming and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2020},
}

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

Baris Gecer, Alexandros Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, and Stefanos Zafeiriou

In ECCV 2020

@inproceedings{gecer2020synthesizing,
  title = {Synthesizing Coupled 3D Face Modalities by Trunk-branch Generative Adversarial Networks},
  author = {Gecer, Baris and Lattas, Alexandros and Ploumpis, Stylianos and Deng, Jiankang and Papaioannou, Athanasios and Moschoglou, Stylianos and Zafeiriou, Stefanos},
  booktitle = {ECCV},
  year = {2020},
}

RetinaFace: Single-shot Multi-level Face Localisation in the Wild

Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, and Stefanos Zafeiriou

In CVPR 2020

@inproceedings{deng2020retinaface,
  title = {RetinaFace: Single-shot Multi-level Face Localisation in the Wild},
  author = {Deng, Jiankang and Guo, Jia and Ververas, Evangelos and Kotsia, Irene and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2020},
}

GP-NAS: Gaussian Process based Neural Architecture Search

Zhihang Li, Teng Xi, Jiankang Deng, Gang Zhang, Shengzhao Wen, and Ran He

In CVPR 2020

@inproceedings{li2020gp,
  title = {GP-NAS: Gaussian Process based Neural Architecture Search},
  author = {Li, Zhihang and Xi, Teng and Deng, Jiankang and Zhang, Gang and Wen, Shengzhao and He, Ran},
  booktitle = {CVPR},
  year = {2020},
}

P-Nets: Deep Polynomial Neural Networks

Grigorios Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, and Stefanos Zafeiriou

In CVPR 2020

@inproceedings{chrysos2020p,
  title = {P-Nets: Deep Polynomial Neural Networks},
  author = {Chrysos, Grigorios and Moschoglou, Stylianos and Bouritsas, Giorgos and Panagakis, Yannis and Deng, Jiankang and Zafeiriou, Stefanos},
  booktitle = {CVPR},
  year = {2020},
}

2019

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou

In CVPR (Oral) 2019

@inproceedings{deng2019arcface,
  title = {ArcFace: Additive Angular Margin Loss for Deep Face Recognition},
  author = {Deng, Jiankang and Guo, Jia and Xue, Niannan and Zafeiriou, Stefanos},
  booktitle = {CVPR (Oral)},
  year = {2019},
}

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

Yuxiang Zhou, Jiankang Deng, Irene Kotsia, and Stefanos Zafeiriou

In CVPR 2019

Bib PDF

The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking

Jiankang Deng, Anastasios Roussos, Grigorios Chrysos, Evangelos Ververas, Irene Kotsia, Jie Shen, and Stefanos Zafeiriou

IJCV 2019

@article{deng2019menpo,
  title = {The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking},
  author = {Deng, Jiankang and Roussos, Anastasios and Chrysos, Grigorios and Ververas, Evangelos and Kotsia, Irene and Shen, Jie and Zafeiriou, Stefanos},
  journal = {IJCV},
  year = {2019},
}

Side Information for Face Completion: a Robust PCA Approach

Niannan Xue, Jiankang Deng, Shiyang Cheng, Yannis Panagakis, and Stefanos Zafeiriou

TPAMI 2019

Bib PDF

@article{xue2019side,
  title = {Side Information for Face Completion: a Robust PCA Approach},
  author = {Xue, Niannan and Deng, Jiankang and Cheng, Shiyang and Panagakis, Yannis and Zafeiriou, Stefanos},
  journal = {TPAMI},
  year = {2019}
}

2018

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

Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, and Stefanos Zafeiriou

In CVPR 2018