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
@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
@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
@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
@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
@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
@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},}
