Zhuotao Tian Researcher, Ph.D in CSE. Email: tianzhuotao [at] link [dot] cuhk [dot] edu [dot] hk

Biography

My research interest includes computer vision and deep learning, especially the 2D scene understanding and efficient semantic segmentation.

Publications [Google Scholar]

• Hierarchical Dense Correlation Distillation for Few-Shot Segmentation
  Bohao Peng, Zhuotao Tian# (Corresponding Author), Xiaoyang Wu, Chengyao Wang, Shu Liu, Jingyong Su, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
  

• Learning Context-aware Classifier for Semantic Segmentation
  Zhuotao Tian, Jiequan Cui, Li Jiang, Xiaojuan Qi, Xin Lai, Yixin Chen, Shu Liu, Jiaya Jia.
  AAAI Conference on Artificial Intelligence (AAAI), 2023 (Oral).
  

• Spatial Pruned Sparse Convolution for 3D Object Detection
  Jianhui Liu, Yukang Chen, Xiaoqing Ye, Zhuotao Tian, Xiao Tan, Xiaojuan Qi.
  Neural Information Processing Systems (NeurIPS), 2022.
  

• Adaptive Perspective Distillation for Semantic Segmentation
  Zhuotao Tian, Pengguang Chen, Xin Lai, Li Jiang, Shu Liu, Hengshuang Zhao, Bei Yu, Jiaya Jia.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
  

• Generalized Few-shot Semantic Segmentation
  Zhuotao Tian, Xin Lai, Li Jiang, Shu Liu, Michelle Shu, Hengshuang Zhao, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  

• DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation
  Xin Lai, Zhuotao Tian, Xiaogang Xu, Yingcong Chen, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia.
  European Conference on Computer Vision (ECCV), 2022.
  

• ResLT: Residual Learning for Long-tailed Recognition
  Jiequan Cui, Shu Liu, Zhuotao Tian,, Jiaya Jia.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
  

• Semi-supervised Semantic Segmentation with Directional Context-aware Consistency
  Xin Lai*, Zhuotao Tian* (equal contribution), Li Jiang, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  

• Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation
  Li Jiang, Shaoshuai Shi, Zhuotao Tian, Xin Lai, Shu Liu, Chi-Wing Fu, Jiaya Jia.
  IEEE International Conference on Computer Vision (ICCV), 2021.
  

• Prior Guided Feature Enrichment Network for Few-Shot Segmentation
  Zhuotao Tian, Hengshuang Zhao, Michelle Shu , Zhicheng Yang, Ruiyu Li, Jiaya Jia.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
  

• Learning Shape-Aware Embedding for Scene Text Detection
  Zhuotao Tian, Michelle Shu, Pengyuan Lyu, Ruiyu Li, Chao Zhou, Xiaoyong Shen, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  

• Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation
  Yingcong Chen, Xiaogang Xu, Zhuotao Tian, Jiaya Jia.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  

Selected Honors & Awards

Professional Activities

• Conference Reviewer / Program Committee:
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
    IEEE International Conference on Computer Vision (ICCV).
    European Conference on Computer Vision (ECCV).
    Neural Information Processing Systems (NeurIPS).
    International Conference on Machine Learning (ICML).
    International Conference on Learning Representations (ICLR).
    AAAI Conference on Artificial Intelligence (AAAI).
  
• Journal Reviewer:
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
    International Journal of Computer Vision (IJCV).
    IEEE Transactions on Image Processing (TIP).
  

Teaching