Publications

2024

1. ECCV

   

   Anytime Continual Learning for Open Vocabulary Classification

   Zhen Zhu, Yiming Gong, and Derek Hoiem

   ECCV. *Oral Presentation , 2024

   arXiv Bib HTML Video Code

   @article{zhu2024anytime,
     title = {Anytime Continual Learning for Open Vocabulary Classification},
     author = {Zhu, Zhen and Gong, Yiming and Hoiem, Derek},
     journal = {ECCV},
     year = {2024},
   }

2. TMLR

   

   Continual Learning in Open-vocabulary Classification with Complementary Memory Systems

   Zhen Zhu , Weijie Lyu, Yao Xiao, and Derek Hoiem

   TMLR, 2024

   arXiv Bib Code

   

   @article{zhu2023continual,
     title = {Continual Learning in Open-vocabulary Classification with Complementary Memory Systems},
     author = {Zhu, Zhen and Lyu, Weijie and Xiao, Yao and Hoiem, Derek},
     journal = {TMLR},
     year = {2024},
   }

3. WACV

   

   Consistent Multimodal Generation via A Unified GAN Framework

   Zhen Zhu , Yijun Li , Weijie Lyu, Krishna Kumar Singh, Zhixin Shu, Sören Pirk, and Derek Hoiem

   In WACV, 2024

   arXiv Bib Code

   @inproceedings{zhu2024consistent,
     title = {Consistent Multimodal Generation via A Unified GAN Framework},
     author = {Zhu, Zhen and Li, Yijun and Lyu, Weijie and Singh, Krishna Kumar and Shu, Zhixin and Pirk, S{\"o}ren and Hoiem, Derek},
     booktitle = {WACV},
     year = {2024},
   }

2023

1. JoV

   Comparing Human Object Learning with Deep Neural Networks

   Yinuo Peng, Zhen Zhu, Derek Hoiem, and Ranxiao Frances Wang

   Journal of Vision, 2023

   Bib

   @article{peng2023comparing,
     title = {Comparing Human Object Learning with Deep Neural Networks},
     author = {Peng, Yinuo and Zhu, Zhen and Hoiem, Derek and Wang, Ranxiao Frances},
     journal = {Journal of Vision},
     volume = {23},
     number = {9},
     pages = {4984--4984},
     year = {2023},
     publisher = {The Association for Research in Vision and Ophthalmology},
   }

2. arXiv

   

   SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing

   Zijie Wu, Chaohui Yu, Zhen Zhu, Fan Wang, and Xiang Bai

   arXiv preprint arXiv:2310.08094, 2023

   arXiv Bib Website

   @article{wu2023singleinsert,
     title = {SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing},
     author = {Wu, Zijie and Yu, Chaohui and Zhu, Zhen and Wang, Fan and Bai, Xiang},
     journal = {arXiv preprint arXiv:2310.08094},
     year = {2023},
   }

3. arXiv

   

   Learning in a single domain for non-stationary multi-texture synthesis

   Xudong Xie, Zhen Zhu, Zijie Wu , Zhiliang Xu, and Yingying Zhu

   arXiv preprint arXiv:2305.06200, 2023

   arXiv Bib

   @article{xie2023learning,
     title = {Learning in a single domain for non-stationary multi-texture synthesis},
     author = {Xie, Xudong and Zhu, Zhen and Wu, Zijie and Xu, Zhiliang and Zhu, Yingying},
     journal = {arXiv preprint arXiv:2305.06200},
     year = {2023},
   }

2022

1. ECCV

   

   CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer

   Zijie Wu, Zhen Zhu, Junping Du, and Xiang Bai

   In ECCV. *Oral Presentation , 2022

   arXiv Bib Video Code

   

   @inproceedings{wu2022ccpl,
     title = {CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer},
     author = {Wu, Zijie and Zhu, Zhen and Du, Junping and Bai, Xiang},
     booktitle = {ECCV},
     pages = {189--206},
     year = {2022},
     organization = {Springer},
   }

2. AAAI

   MobileFaceSwap: A Lightweight Framework for Video Face Swapping

   Zhiliang Xu, Zhibin Hong, Changxing Ding, Zhen Zhu, Junyu Han , Jingtuo Liu, and Errui Ding

   AAAI, 2022

   Bib

   @article{xu2022mobilefaceswap,
     title = {MobileFaceSwap: A Lightweight Framework for Video Face Swapping},
     author = {Xu, Zhiliang and Hong, Zhibin and Ding, Changxing and Zhu, Zhen and Han, Junyu and Liu, Jingtuo and Ding, Errui},
     journal = {AAAI},
     year = {2022},
   }

2021

1. TPAMI

   

   Progressive and Aligned Pose Attention Transfer for Person Image Generation

   Zhen Zhu, Tengteng Huang, Mengde Xu, Baoguang Shi, Wenqing Cheng, and Xiang Bai

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

   Bib

   

   @article{zhu2021progressive,
     title = {Progressive and Aligned Pose Attention Transfer for Person Image Generation},
     author = {Zhu, Zhen and Huang, Tengteng and Xu, Mengde and Shi, Baoguang and Cheng, Wenqing and Bai, Xiang},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     volume = {44},
     number = {8},
     pages = {4306--4320},
     year = {2021},
     publisher = {IEEE},
     doi = {10.1109/TPAMI.2021.3066681},
   }

2. WACV

   WDNet: Watermark-Decomposition Network for Visible Watermark Removal

   Yang Liu, Zhen Zhu, and Xiang Bai

   In WACV, 2021

   Bib

   @inproceedings{liu2020wdnet,
     title = {WDNet: Watermark-Decomposition Network for Visible Watermark Removal},
     author = {Liu, Yang and Zhu, Zhen and Bai, Xiang},
     booktitle = {WACV},
     pages = {3685--3693},
     year = {2021},
   }

3. AAAI

   FaceController: Controllable Attribute Editing for Face in the Wild

   Zhiliang Xu, Xiyu Yu, Zhibin Hong, Zhen Zhu, Junyu Han , Jingtuo Liu, Errui Ding, and Xiang Bai

   AAAI, 2021

   Bib

   @article{xu2021facecontroller,
     title = {FaceController: Controllable Attribute Editing for Face in the Wild},
     author = {Xu, Zhiliang and Yu, Xiyu and Hong, Zhibin and Zhu, Zhen and Han, Junyu and Liu, Jingtuo and Ding, Errui and Bai, Xiang},
     journal = {AAAI},
     year = {2021},
   }

2020

1. ECCV

   

   Semantic Flow for Fast and Accurate Scene Parsing

   Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, and Yunhai Tong

   In ECCV. *Oral Presentation , 2020

   arXiv Bib

   

   @inproceedings{li2020semantic,
     title = {Semantic Flow for Fast and Accurate Scene Parsing},
     author = {Li, Xiangtai and You, Ansheng and Zhu, Zhen and Zhao, Houlong and Yang, Maoke and Yang, Kuiyuan and Tong, Yunhai},
     booktitle = {ECCV},
     year = {2020},
   }

2. CVPR

   

   Semantically Multi-modal Image Synthesis

   Zhen Zhu , Zhiliang Xu, Ansheng You, and Xiang Bai

   In CVPR, 2020

   arXiv Bib Code Website

   

   @inproceedings{zhu2020semantically,
     title = {Semantically Multi-modal Image Synthesis},
     author = {Zhu, Zhen and Xu, Zhiliang and You, Ansheng and Bai, Xiang},
     booktitle = {CVPR},
     pages = {5467--5476},
     year = {2020},
   }

2019

1. ICCV

   

   Asymmetric Non-local Neural Networks for Semantic Segmentation

   Zhen Zhu, Mengde Xu , Song Bai, Tengteng Huang, and Xiang Bai

   In ICCV, 2019

   arXiv Bib Code

   

   @inproceedings{zhu2019asymmetric,
     title = {Asymmetric Non-local Neural Networks for Semantic Segmentation},
     author = {Zhu, Zhen and Xu, Mengde and Bai, Song and Huang, Tengteng and Bai, Xiang},
     booktitle = {ICCV},
     pages = {593--602},
     year = {2019},
   }

2. CVPR

   

   Progressive Pose Attention Transfer for Person Image Generation

   Zhen Zhu, Tengteng Huang, Baoguang Shi, Miao Yu, Bofei Wang, and Xiang Bai

   In CVPR. *Oral Presentation , 2019

   arXiv Bib Video Code

   

   @inproceedings{zhu2019progressive,
     title = {Progressive Pose Attention Transfer for Person Image Generation},
     author = {Zhu, Zhen and Huang, Tengteng and Shi, Baoguang and Yu, Miao and Wang, Bofei and Bai, Xiang},
     booktitle = {CVPR},
     pages = {2347--2356},
     year = {2019},
   }

2018

1. TOG

   

   Non-stationary Texture Synthesis by Adversarial Expansion

   Yang Zhou, Zhen Zhu, Xiang Bai, Dani Lischinski, Daniel Cohen-Or , and Hui Huang

   ACM Transactions on Graphics (TOG), 2018

   Bib Code Website

   

   @article{zhou2018non,
     title = {Non-stationary Texture Synthesis by Adversarial Expansion},
     author = {Zhou, Yang and Zhu, Zhen and Bai, Xiang and Lischinski, Dani and Cohen-Or, Daniel and Huang, Hui},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {37},
     number = {4},
     pages = {1--13},
     year = {2018},
     publisher = {ACM New York, NY, USA},
   }

2. CVPR

   

   DOTA: A Large-scale Dataset for Object Detection in Aerial Images

   Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, and Liangpei Zhang

   In CVPR, 2018

   Bib Code Website

   

   @inproceedings{xia2018dota,
     title = {DOTA: A Large-scale Dataset for Object Detection in Aerial Images},
     author = {Xia, Gui-Song and Bai, Xiang and Ding, Jian and Zhu, Zhen and Belongie, Serge and Luo, Jiebo and Datcu, Mihai and Pelillo, Marcello and Zhang, Liangpei},
     booktitle = {CVPR},
     pages = {3974--3983},
     year = {2018},
   }

3. CVPR

   

   Rotation-sensitive Regression for Oriented Scene Text Detection

   Minghui Liao, Zhen Zhu, Baoguang Shi , Gui-song Xia, and Xiang Bai

   In CVPR, 2018

   Bib Code

   

   @inproceedings{liao2018rotation,
     title = {Rotation-sensitive Regression for Oriented Scene Text Detection},
     author = {Liao, Minghui and Zhu, Zhen and Shi, Baoguang and Xia, Gui-song and Bai, Xiang},
     booktitle = {CVPR},
     pages = {5909--5918},
     year = {2018},
   }

2017

1. ICDAR

   

   Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis

   Pengyuan Lyu, Xiang Bai, Cong Yao, Zhen Zhu, Tengteng Huang, and Wenyu Liu

   In ICDAR, 2017

   arXiv Bib

   @inproceedings{lyu2017auto,
     title = {Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis},
     author = {Lyu, Pengyuan and Bai, Xiang and Yao, Cong and Zhu, Zhen and Huang, Tengteng and Liu, Wenyu},
     booktitle = {ICDAR},
     volume = {1},
     pages = {1095--1100},
     year = {2017},
     organization = {IEEE},
   }