Yibo Hu

Researcher
JD AI Research, JD Tech

Email: huyibo871079699@gmail.com
Google Scholar  Github

About Myself

  • Currently, I am a researcher in JD AI Research, work closely with Dr. Hailin Shi and Dr. Tao Mei. We are recruiting self-motivated interns in computer vision, deep learning, and multimedia. Please directly send your CV to my email if you are interested in the positions!
  • Previously, I am a Research Engineer at Center for Research on Intelligent Perception and Computing (CRIPAC), Institute of Automation, Chinese Academy of Sciences (CASIA), work closely with Xiang Wu, Prof. Ran He and Prof. Zhenan Sun. Before that I received the B.E. degree in Software Engineering from Dalian University of Technology in 2015 and the M.S. degree in Pattern Recognition and Intelligent System from CASIA in 2018.
  • I am active, creative and self-motivated, with solid knowledge and skills in deep learning and pattern recognition. My research interest lies in face analysis and synthesis, face recognition, knowledge distillation, neural architecture search, generative adversarial network, metric learning etc.

News

  • [02/2022]  Our FaceX-Zoo has been selected in the open source innovation list by China Association for Science and Technology. [Link]
  • [12/2021]  One paper accepted in TCSVT.
  • [10/2021]  We organized The First International Workshop On Human-Centric Trustworthy Computer Vision From Research To Applications in conjunction with ICCV 2021. [Websit]
  • [07/2021]  Our FaceX-Zoo is accepted by ACM MM 2021.
  • [07/2021]  One paper accepted in ICCV 2021.
  • [03/2021]  One paper accepted in CVPR 2021.
  • [02/2021]  Releasing the open source repo FaceX-Zoo.
  • [12/2020]  One paper accepted in TPAMI.
  • [12/2020]  One paper accepted in TIFS.
  • [07/2020]  One paper accepted in ACM MM 2020.
  • [07/2020]  Two papers (1 Oral and 1 Poster) accepted in ECCV 2020.
  • [04/2020]  Releasing the open source repo Knowledge-Distillation-Zoo.
  • [12/2019]  One paper accepted in IJCV.
  • [12/2019]  One paper accepted in PR.
  • [09/2019]  One paper accepted in IJCV.
  • [09/2019]  One paper accepted in PR.
  • [09/2019]  One paper accepted as Spotlight in NeurIPS 2019.
  • [07/2019]  One paper accepted in ICCV 2019.
  • [03/2019]  One paper accepted in TIFS.
  • [01/2019]  One paper accepted in TIFS.
  • [11/2018]  One paper accepted in AAAI 2019.
  • [09/2018]  One paper accepted in NeurIPS 2018.
  • [02/2018]  One paper accepted as Spotlight in CVPR 2018.

Publications

Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning
Hangtong Wu, Dan Zeng, Yibo Hu, Hailin Shi, Tao Mei
Transactions on Circuits and Systems for Video Technology 2022
pdf | code |  bibtex
  @article{wu2021tcsvt,
    author  = {Hangtong Wu, Dan Zeng, Yibo Hu, Hailin Shi, Tao Mei},
    title   = {Dual Spoof Disentanglement Generation for Face Anti-spoofing with 
               Depth Uncertainty Learning},
    journal = {IEEE Transactions on Circuits and Systems for Video Technology},
    year    = {2022}
  }
      
FaceX-Zoo: A PyTorch Toolbox for Face Recognition
Jun Wang, Yinglu Liu, Yibo Hu, Hailin Shi, Tao Mei
ACM MM 2021
pdf | code |  bibtex
  @inproceedings{wang2021facex,
    author    = {Jun Wang, Yinglu Liu, Yibo Hu, Hailin Shi, Tao Mei},
    title     = {FaceX-Zoo: A PyTorch Toolbox for Face Recognition},
    booktitle = {ACM MM},
    year      = {2021}
  }
      
CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification
Chaoyou Fu, Yibo Hu, Xiang Wu, Hailin Shi, Tao Mei, Ran He
ICCV 2021
pdf |  code |  bibtex
  @inproceedings{fu2021iccv,
    author    = {Chaoyou Fu, Yibo Hu, Xiang Wu, Hailin Shi, Tao Mei, Ran He},
    title     = {CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared 
                 Person Re-Identification},
    booktitle = {ICCV},
    year      = {2021}
  }
      
Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition
Jiahui She, Yibo Hu, Hailin Shi, Jun Wang, Qiu Shen, Tao Mei
CVPR 2021
pdf | code |  bibtex
  @inproceedings{she2021cvpr,
    author    = {Jiahui She, Yibo Hu, Hailin Shi, Jun Wang, Qiu Shen, Tao Mei},
    title     = {Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation 
                 for Facial Expression Recognition},
    booktitle = {CVPR},
    year      = {2021}
  }
      
DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition
Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He
IEEE Transactions on Pattern Analysis and Machine Intelligence
pdf |  code |  bibtex
  @article{fu2020tpami,
    author  = {Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He},
    title   = {DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    year    = {2021}
  }
      
High Fidelity Face Manipulation with Extreme Poses and Expressions
Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang, Ran He
IEEE Transactions on Information Forensics and Security
pdf |  bibtex
  @article{fu2020tifs,
    author  = {Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang and Ran He},
    title   = {High Fidelity Face Manipulation with Extreme Poses and Expressions},
    journal = {IEEE Transactions on Information Forensics and Security},
    year    = {2020}
  }
      
Dual-structure Disentangling Variational Generation for Data-limited Face Parsing
Peipei Li, Yinglu Liu, Hailin Shi, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun
ACM MM 2020
pdf |  bibtex
  @inproceedings{li2020mm,
    author    = {Peipei Li, Yinglu Liu, Hailin Shi, Xiang Wu, Yibo Hu, Ran He and Zhenan Sun},
    title     = {Dual-structure Disentangling Variational Generation for Data-limited Face Parsing},
    booktitle = {ACM MM},
    year      = {2020}
  }
      
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search
Yibo Hu, Xiang Wu, Ran He
ECCV 2020
pdf | supp | code |  bibtex
  @inproceedings{hu2020eccv,
    author    = {Yibo Hu, Xiang Wu and Ran He},
    title     = {TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable 
                 Neural Architecture Search},
    booktitle = {ECCV},
    year      = {2020}
  }
      
Hierarchical Face Aging through Disentangled Latent Characteristics
Peipei Li, Huaibo Huang, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun
ECCV 2020
pdf | supp |  bibtex
  @inproceedings{li2020eccv,
    author    = {Peipei Li, Huaibo Huang, Yibo Hu, Xiang Wu, Ran He and Zhenan Sun},
    title     = {Hierarchical Face Aging through Disentangled Latent Characteristics},
    booktitle = {ECCV},
    year      = {2020}
  }
      
Learning an Evolutionary Embedding via Massive Knowledge Distillation
Xiang Wu, Ran He, Yibo Hu, Zhenan Sun
International journal of Computer Vision 2020
pdf | code (coming soon) |  bibtex
  @article{wu2020ijcv,
    author  = {Xiang Wu, Ran He, Yibo Hu and Zhenan Sun},
    title   = {Learning an Evolutionary Embedding via Massive Knowledge Distillation},
    journal = {International journal of Computer Vision},
    year    = {2020}
  }
      
Deep Label Refinement for Age Estimation
Peipei Li, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun
Pattern Recognition 2020
pdf |  bibtex
  @article{li2020pr2,
    author  = {Peipei Li, Yibo Hu, Xiang Wu, Ran He and Zhenan Sun},
    title   = {Deep Label Refinement for Age Estimation},
    journal = {Pattern Recognition},
    year    = {2020}
  }
      
Learning Disentangling and Fusing Networks for Face Completion under Structured Occlusions
Zhihang Li, Yibo Hu, Ran He, Zhenan Sun
Pattern Recognition 2020
pdf |  bibtex
  @article{li2020pr,
    author  = {Zhihang Li, Yibo Hu, Ran He and Zhenan Sun},
    title   = {Learning Disentangling and Fusing Networks for Face Completion under 
               Structured Occlusions},
    journal = {Pattern Recognition},
    year    = {2020}
  }
      
Towards High Fidelity Face Frontalization in the Wild
Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun
International journal of Computer Vision 2019
pdf |  bibtex
  @article{cao2019ijcv,
    author  = {Jie Cao, Yibo Hu, Hongwen Zhang, Ran He and Zhenan Sun},
    title   = {Towards High Fidelity Face Frontalization in the Wild},
    journal = {International journal of Computer Vision},
    year    = {2019}
  }
      
Dual Variational Generation for Low Shot Heterogeneous Face Recognition
Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He
NeurIPS 2019
pdf |  code |  bibtex
  @inproceedings{fu2019neurips,
    author    = {Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang and Ran He},
    title     = {Dual Variational Generation for Low Shot Heterogeneous Face Recognition},
    booktitle = {NeurIPS},
    year      = {2019}
  }
      
M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis
Peipei Li, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun
ICCV 2019
pdf | supp | data |  bibtex
  @inproceedings{li2019iccv,
    author    = {Peipei Li, Xiang Wu, Yibo Hu, Ran He and Zhenan Sun},
    title     = {M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for 
                 Facial Pose Analysis},
    booktitle = {ICCV},
    year      = {2019}
  }
      
Global and Local Consistent Wavelet-domain Age Synthesis
Peipei Li, Yibo Hu, Ran He, Zhenan Sun
IEEE Transactions on Information Forensics and Security 2019
pdf |  bibtex
  @article{li2019tifs,
    author  = {Peipei Li, Yibo Hu, Ran He and Zhenan Sun},
    title   = {Global and Local Consistent Wavelet-domain Age Synthesis},
    journal = {IEEE Transactions on Information Forensics and Security},
    year    = {2019}
  }
      
3D Aided Duet GANs for Multi-view Face Image Synthesis
Jie Cao, Yibo Hu, Bing Yu, Ran He, Zhenan Sun
IEEE Transactions on Information Forensics and Security 2019
pdf |  bibtex
  @article{cao2019tifs,
    author  = {Jie Cao, Yibo Hu, Bing Yu, Ran He and Zhenan Sun},
    title   = {3D Aided Duet GANs for Multi-view Face Image Synthesis},
    journal = {IEEE Transactions on Information Forensics and Security},
    year    = {2019}
  }
      
Geometry-aware Face Completion and Editing
Linsen Song, Jie Cao, Linxiao Song, Yibo Hu, Ran He
AAAI 2019
pdf |  bibtex
  @inproceedings{song2019aaai,
    author    = {Linsen Song, Jie Cao, Linxiao Song, Yibo Hu and Ran He},
    title     = {Geometry-aware Face Completion and Editing},
    booktitle = {AAAI},
    year      = {2019}
  }
      
Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization
Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun
NeurIPS 2018
pdf |  supp |  bibtex
  @inproceedings{cao2018neurips,
    author    = {Jie Cao, Yibo Hu, Hongwen Zhang, Ran He and Zhenan Sun},
    title     = {Learning a High Fidelity Pose Invariant Model for High-resolution 
                 Face Frontalization},
    booktitle = {NeurIPS},
    year      = {2018}
  }
      
Global and Local Consistent Age Generative Adversarial Networks
Peipei Li, Yibo Hu, Qi Li, Ran He, Zhenan Sun
ICPR 2018
pdf |  bibtex
  @inproceedings{li2018icpr,
    author    = {Peipei Li, Yibo Hu, Qi Li, Ran He and Zhenan Sun},
    title     = {Global and Local Consistent Age Generative Adversarial Networks},
    booktitle = {ICPR},
    year      = {2018}
  }
      
Pose-guided Photorealistic Face Rotation
Yibo Hu, Xiang Wu, Bing Yu, Ran He, Zhenan Sun
CVPR 2018
pdf |  supp |  bibtex
  @inproceedings{hu2018cvpr,
    author    = {Yibo Hu, Xiang Wu, Bing Yu, Ran He and Zhenan Sun},
    title     = {Pose-guided Photorealistic Face Rotation},
    booktitle = {CVPR},
    year      = {2018}
  }
      
Adversarial Embedding and Variational Aggregation for Video Face Recognition
Yibo Hu, Lingxiao Song, Bing Yu, Ran He, Zhenan Sun
BTAS 2018
pdf |  bibtex
  @inproceedings{hu2018btas,
    author    = {Yibo Hu, Lingxiao Song, Bing Yu, Ran He and Zhenan Sun},
    title     = {Adversarial Embedding and Variational Aggregation for Video Face Recognition},
    booktitle = {BTAS},
    year      = {2018}
  }
      
Adversarial Occlusion-aware Face Detection
Yujia Chen, Lingxiao Song, Yibo Hu, Ran He
BTAS 2018
pdf |  bibtex
  @inproceedings{chen2018btas,
    author    = {Yujia Chen, Lingxiao Song, Yibo Hu, and Ran He},
    title     = {Adversarial Occlusion-aware Face Detection},
    booktitle = {BTAS},
    year      = {2018}
  }
      
Protecting Your Faces: MeshFaces Generation and Removal via High-order Relation-preserving CycleGAN
Zhihang Li, Yibo Hu, Man Zhang, Min Xu, Ran He
ICB 2018
pdf |  bibtex
  @inproceedings{li2018icb,
    author    = {Zhihang Li, Yibo Hu, Man Zhang, Min Xu and Ran He},
    title     = {Protecting Your Faces: MeshFaces Generation and Removal via High-order 
                 Relation-preserving CycleGAN},
    booktitle = {ICB},
    year      = {2018}
  }
      
Attention-Set based Metric Learning for Video Face Recognition
Yibo Hu, Xiang Wu, Ran He
ACPR 2017
pdf |  bibtex
  @inproceedings{hu2017acpr,
    author    = {Yibo Hu, Xiang Wu and Ran He},
    title     = {Attention-Set based Metric Learning for Video Face Recognition},
    booktitle = {ACPR},
    year      = {2017}
  }
      

Academic Service

  • journal Reviewer: TPAMI, IJCV, TIP, TNNLS, TIFS, TMM, TOMM, PR.
  • Conference Reviewer: NeurIPS, ICLR, ICML, CVPR, ICCV, ECCV, AAAI, IJCAI, ACM MM.
  • Committee Chair in HTCV2021.

Tutorials