Zhi Hou

I am a third year Ph.D student from The University of Sydney, under the supervision from Prof. Dacheng Tao. Before that, I obtain my Master and Bachelor from the South China University of Technology. I was a visiting student at MMLAB of the Chinese University of Hong Kong at Shenzhen under the supervision of Prof. Xiaojiang Peng and Prof. Yu Qiao.

My research interest broadly lies in Computer Vision, including Human-Object Interaction, 3D Human, Transfer Learning, Long-Tailed and Zero-Shot Learning.

Selected Publications

Discovering Human-Object Interaction Concepts via Self-Compositional Learning

Zhi Hou, Baosheng Yu, and Dacheng Tao

In ECCV 2022

Bib PDF

@inproceedings{hou2022discovering,
  title = {Discovering Human-Object Interaction Concepts via Self-Compositional Learning},
  author = {Hou, Zhi and Yu, Baosheng and Tao, Dacheng},
  booktitle = {ECCV},
  year = {2022},
}

BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning

Zhi Hou, Baosheng Yu, Chaoyue Wang, and 2 more authors

arXiv preprint arXiv:2204.01254 2022

Bib PDF

@article{hou2022batchformerv2,
  title = {BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning},
  author = {Hou, Zhi and Yu, Baosheng and Wang, Chaoyue and Zhan, Yibing and Tao, Dacheng},
  journal = {arXiv preprint arXiv:2204.01254},
  year = {2022},
}

BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning

Zhi Hou, Baosheng Yu, and Dacheng Tao

In CVPR 2022

Bib PDF

@inproceedings{hou2022batchformer,
  title = {BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning},
  author = {Hou, Zhi and Yu, Baosheng and Tao, Dacheng},
  booktitle = {CVPR},
  year = {2022},
}

Affordance transfer learning for human-object interaction detection

Zhi Hou, Baosheng Yu, Yu Qiao, and 2 more authors

In CVPR 2021

Bib PDF

@inproceedings{hou2021affordance,
  title = {Affordance transfer learning for human-object interaction detection},
  author = {Hou, Zhi and Yu, Baosheng and Qiao, Yu and Peng, Xiaojiang and Tao, Dacheng},
  booktitle = {CVPR},
  pages = {495--504},
  year = {2021},
}

Detecting human-object interaction via fabricated compositional learning

Zhi Hou, Baosheng Yu, Yu Qiao, and 2 more authors

In CVPR 2021

Bib PDF

@inproceedings{hou2021detecting,
  title = {Detecting human-object interaction via fabricated compositional learning},
  author = {Hou, Zhi and Yu, Baosheng and Qiao, Yu and Peng, Xiaojiang and Tao, Dacheng},
  booktitle = {CVPR},
  pages = {14646--14655},
  year = {2021},
}

Visual compositional learning for human-object interaction detection

Zhi Hou, Xiaojiang Peng, Yu Qiao, and 1 more author

In ECCV 2020

Bib PDF

@inproceedings{hou2020visual,
  title = {Visual compositional learning for human-object interaction detection},
  author = {Hou, Zhi and Peng, Xiaojiang and Qiao, Yu and Tao, Dacheng},
  booktitle = {ECCV},
  pages = {584--600},
  year = {2020},
  organization = {Springer},
}