Publications

2024

1. 

   VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections

   Roy Miles, Pradyumna Reddy, Ismail Elezi, and Jiankang Deng

   In NeurIPS 2024

   Bib PDF

   @inproceedings{miles2024velora,
     title = {VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections},
     author = {Miles, Roy and Reddy, Pradyumna and Elezi, Ismail and Deng, Jiankang},
     booktitle = {NeurIPS},
     year = {2024}
   }

2. 

   ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling

   Francesca Babiloni, Alexandros Lattas, Jiankang Deng, and Stefanos Zafeiriou

   In NeurIPS 2024

   Bib PDF Code Website

   @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},
   }

3. 

   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

   Bib PDF Code Website

   @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},
   }

4. 

   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

   Bib PDF Code Website

   @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},
   }

5. 

   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}
   }

6. 

   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

   Bib PDF Code

   @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},
   }

7. 

   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

   Bib PDF Code Website

   @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},
   }

8. 

   SAGS: Structure-Aware 3D Gaussian Splatting

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

   In ECCV 2024

   Bib PDF Website

   @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},
   }

9. 

   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

   Bib PDF Code

   @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},
   }

10. 

    Adaptive Parametric Activation

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

    In ECCV (Oral) 2024

    Bib PDF Code

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

11. 

    Multi-label Cluster Discrimination for Visual Representation Learning

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

    In ECCV 2024

    Bib PDF Code

    @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},
    }

12. 

    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

    Bib PDF Website

    @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},
    }

13. 

    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

    Bib PDF Website

    @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},
    }

14. 

    WaveFace: Authentic Face Restoration with Efficient Frequency Recovery

    Yunqi Miao, Jiankang Deng, and Jungong Han

    In CVPR 2024

    Bib PDF Website

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

15. 

    G3DR: Generative 3D Reconstruction in ImageNet

    Pradyumna Reddy, Ismail Elezi, and Jiankang Deng

    In CVPR 2024

    Bib PDF Website

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

16. 

    VkD: Improving Knowledge Distillation using Orthogonal Projections

    Roy Miles, Ismail Elezi, and Jiankang Deng

    In CVPR 2024

    Bib PDF Code

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

17. 

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

    Zhipeng Du, Miaojing Shi, and Jiankang Deng

    In CVPR 2024

    Bib PDF Code

    @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},
    }

18. 

    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

    Bib PDF Code

    @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},
    }

19. 

    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}
    }

20. 

    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}
    }

21. 

    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}
    }

22. 

    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

    Bib PDF Code

    @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},
    }

23. 

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

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

    TPAMI 2024

    Bib PDF Code

    @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

1. 

   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

   Bib PDF Website

   @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},
   }

2. 

   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}
   }

3. 

   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

   Bib PDF Code

   @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},
   }

4. 

   Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion

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

   In ICCV 2023

   Bib PDF Code

   @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},
   }

5. 

   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

   Bib PDF Code Website

   @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},
   }

6. 

   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

   Bib PDF Code

   @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},
   }

7. 

   DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion

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

   In ICCV 2023

   Bib PDF Code

   @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},
   }

8. 

   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

   Bib PDF Code

   @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},
   }

9. 

   FitMe: Deep Photorealistic 3D Morphable Model Avatars

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

   In CVPR 2023

   Bib PDF Website

   @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},
   }

10. 

    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

    Bib PDF Website

    @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},
    }

11. 

    Regularization of Polynomial Networks for Image Recognition

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

    In CVPR 2023

    Bib PDF Code

    @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},
    }

12. 

    DamoFD: Digging into Backbone Design on Face Detection

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

    In ICLR 2023

    Bib PDF Code

    @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},
    }

13. 

    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

    Bib PDF Code

    @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},
    }

14. 

    Domain-general Crowd Counting in Unseen Scenarios

    Zhipeng Du, Jiankang Deng, and Miaojing Shi

    In AAAI 2023

    Bib PDF Code

    @inproceedings{du2023domain,
      title = {Domain-general Crowd Counting in Unseen Scenarios},
      author = {Du, Zhipeng and Deng, Jiankang and Shi, Miaojing},
      booktitle = {AAAI},
      year = {2023},
    }

15. 

    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}
    }

16. 

    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}
    }

17. 

    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

    Bib PDF Code

    @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},
    }

18. 

    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

    Bib PDF Website

    @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

1. 

   Physically-Based Face Rendering for NIR-VIS Face Recognition

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

   In NeurIPS 2022

   Bib PDF Code

   @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},
   }

2. 

   Long-tailed Instance Segmentation using Gumbel Optimized Loss

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

   In ECCV 2022

   Bib PDF Code

   @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},
   }

3. 

   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}
   }

4. 

   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}
   }

5. 

   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

   Bib PDF Code

   @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},
   }

6. 

   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

   Bib PDF Code

   @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},
   }

7. 

   MogFace: Towards a Deeper Appreciation on Face Detection

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

   In CVPR 2022

   Bib PDF Code

   @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},
   }

8. 

   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},
   }

9. 

   ArcFace: Additive Angular Margin Loss for Deep Face Recognition

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

   TPAMI 2022

   Bib PDF Code

   @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},
   }

10. 

    Deep Polynomial Neural Networks

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

    TPAMI 2022

    Bib PDF Code

    @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

1. 

   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

   Bib PDF Code Website

   @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},
   }

2. 

   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}
   }

3. 

   Variational Prototype Learning for Deep Face Recognition

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

   In CVPR 2021

   Bib PDF Code

   @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},
   }

4. 

   Ostec: One-shot Texture Completion

   Baris Gecer, Jiankang Deng, and Stefanos Zafeiriou

   In CVPR 2021

   Bib PDF Code

   @inproceedings{gecer2021ostec,
     title = {Ostec: One-shot Texture Completion},
     author = {Gecer, Baris and Deng, Jiankang and Zafeiriou, Stefanos},
     booktitle = {CVPR},
     year = {2021},
   }

5. 

   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

   Bib PDF Website

   @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

1. 

   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}
   }

2. 

   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

   Bib PDF Code

   @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},
   }

3. 

   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

   Bib PDF Code

   @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},
   }

4. 

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

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

   In CVPR 2020

   Bib PDF Code

   @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},
   }

5. 

   GP-NAS: Gaussian Process based Neural Architecture Search

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

   In CVPR 2020

   Bib PDF Code

   @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},
   }

6. 

   P-Nets: Deep Polynomial Neural Networks

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

   In CVPR 2020

   Bib PDF Code

   @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

1. 

   ArcFace: Additive Angular Margin Loss for Deep Face Recognition

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

   In CVPR (Oral) 2019

   Bib PDF Code

   @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},
   }

2. 

   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

   @inproceedings{zhou2019dense,
     author = {Zhou, Yuxiang and Deng, Jiankang and Kotsia, Irene and Zafeiriou, Stefanos},
     booktitle = {CVPR},
     year = {2019}
   }

3. 

   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

   Bib PDF Code

   @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},
   }

4. 

   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

1. 

   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

   Bib PDF Code

   @inproceedings{deng2018uv,
     title = {UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition},
     author = {Deng, Jiankang and Cheng, Shiyang and Xue, Niannan and Zhou, Yuxiang and Zafeiriou, Stefanos},
     booktitle = {CVPR},
     year = {2018},
   }

2. 

   Informed Non-convex Robust Principal Component Analysis with Features

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

   In AAAI (Oral) 2018

   Bib PDF

   @inproceedings{xue2018informed,
     title = {Informed Non-convex Robust Principal Component Analysis with Features},
     author = {Xue, Niannan and Deng, Jiankang and Panagakis, Yannis and Zafeiriou, Stefanos},
     booktitle = {AAAI (Oral)},
     year = {2018}
   }