Projects

Publications

2020

  • Improving Face Recognition from Hard Samples via Distribution Distillation Loss
    Yuge Huang*, Pengcheng Shen*, Ying Tai, Shaoxin Li, Xiaoming Liu, Jilin Li, Feiyue Huang, Rongrong Ji
    In Proceeding of European Conference on Computer Vision (ECCV 2020), Virtual, Aug. 2020
    Bibtex | PDF | arXiv | Supplemental | Code
    • @inproceedings{ improving-face-recognition-from-hard-samples-via-distribution-distillation-loss,
      author = { Yuge Huang* and Pengcheng Shen* and Ying Tai and Shaoxin Li and Xiaoming Liu and Jilin Li and Feiyue Huang and Rongrong Ji },
      title = { Improving Face Recognition from Hard Samples via Distribution Distillation Loss },
      booktitle = { In Proceeding of European Conference on Computer Vision },
      address = { Virtual },
      month = { August },
      year = { 2020 },
    }
  • CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition
    Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen, Shaoxin Li, Jilin Li, Feiyue Huang
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2020), Seattle, WA, Jun. 2020
    Bibtex | PDF | Code
    • @inproceedings{ curricularface-adaptive-curriculum-learning-loss-for-deep-face-recognition,
      author = { Yuge Huang and Yuhan Wang and Ying Tai and Xiaoming Liu and Pengcheng Shen and Shaoxin Li and Jilin Li and Feiyue Huang },
      title = { CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Seattle, WA },
      month = { June },
      year = { 2020 },
    }
  • FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization
    Xi Yin, Ying Tai, Yuge Huang, Xiaoming Liu
    In Proceeding of Asian Conference on Computer Vision (ACCV 2020), Kyoto, Japan, Nov. 2020
    Bibtex | PDF | arXiv
    • @inproceedings{ fan-feature-adaptation-network-for-surveillance-face-recognition-and-normalization,
      author = { Xi Yin and Ying Tai and Yuge Huang and Xiaoming Liu },
      title = { FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization },
      booktitle = { In Proceeding of Asian Conference on Computer Vision },
      address = { Kyoto, Japan },
      month = { November },
      year = { 2020 },
    }
  • Color-wise Attention Network for Low-light Image Enhancement
    Yousef Atoum, Mao Ye, Liu Ren, Ying Tai, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition Workshop (CVPRW 2020), Seattle, WA, Jun. 2020
    Bibtex | PDF | arXiv | Code | Dataset
    • @inproceedings{ color-wise-attention-network-for-low-light-image-enhancement,
      author = { Yousef Atoum and Mao Ye and Liu Ren and Ying Tai and Xiaoming Liu },
      title = { Color-wise Attention Network for Low-light Image Enhancement },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition Workshop },
      address = { Seattle, WA },
      month = { June },
      year = { 2020 },
    }

2019

  • Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos
    Ying Tai, Yicong Liang, Xiaoming Liu, Lei Duan, Jilin Li, Chengjie Wang, Feiyue Huang, Yu Chen
    Proc. AAAI Conference on Artificial Intelligence (AAAI 2019), Hawaii, Jan. 2019
    Bibtex | PDF | arXiv | Code
    • @inproceedings{ towards-highly-accurate-and-stable-face-alignment-for-high-resolution-videos,
      author = { Ying Tai and Yicong Liang and Xiaoming Liu and Lei Duan and Jilin Li and Chengjie Wang and Feiyue Huang and Yu Chen },
      title = { Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos },
      booktitle = { Proc. AAAI Conference on Artificial Intelligence },
      address = { Hawaii },
      month = { January },
      year = { 2019 },
    }

2018

  • FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors
    Yu Chen*, Ying Tai*, Xiaoming Liu, Chunhua Shen, Jian Yang
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, UT, Jun. 2018 (Spotlight)
    Bibtex | PDF | arXiv | Project Webpage | Code
    • @inproceedings{ fsrnet-end-to-end-learning-face-super-resolution-with-facial-priors,
      author = { Yu Chen* and Ying Tai* and Xiaoming Liu and Chunhua Shen and Jian Yang },
      title = { FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Salt Lake City, UT },
      month = { June },
      year = { 2018 },
    }

2017

  • MemNet: A Persistent Memory Network for Image Restoration
    Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu
    In Proceeding of International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 2017
    Bibtex | PDF | Project Webpage | Code
    • @inproceedings{ memnet-a-persistent-memory-network-for-image-restoration,
      author = { Ying Tai and Jian Yang and Xiaoming Liu and Chunyan Xu },
      title = { MemNet: A Persistent Memory Network for Image Restoration },
      booktitle = { In Proceeding of International Conference on Computer Vision },
      address = { Venice, Italy },
      month = { October },
      year = { 2017 },
    }
  • Image Super-Resolution via Deep Recursive Residual Network
    Ying Tai, Jian Yang, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, Jul. 2017
    Bibtex | PDF | Project Webpage | Code
    • @inproceedings{ image-super-resolution-via-deep-recursive-residual-network,
      author = { Ying Tai and Jian Yang and Xiaoming Liu },
      title = { Image Super-Resolution via Deep Recursive Residual Network },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Honolulu, HI },
      month = { July },
      year = { 2017 },
    }