1 code implementation • ICCV 2023 • Frederic Z. Zhang, Yuhui Yuan, Dylan Campbell, Zhuoyao Zhong, Stephen Gould
Recently, the DETR framework has emerged as the dominant approach for human--object interaction (HOI) research.
Ranked #2 on Human-Object Interaction Detection on HICO-DET
1 code implementation • CVPR 2022 • Frederic Z. Zhang, Dylan Campbell, Stephen Gould
Recent developments in transformer models for visual data have led to significant improvements in recognition and detection tasks.
Ranked #10 on Human-Object Interaction Detection on V-COCO
no code implementations • ICCV 2021 • Dong Gong, Frederic Z. Zhang, Javen Qinfeng Shi, Anton Van Den Hengel
This motivates us to propose a memory-augmented dynamic neural relational inference method, which maintains two associative memory pools: one for the interactive relations and the other for the individual entities.
2 code implementations • ICCV 2021 • Frederic Z. Zhang, Dylan Campbell, Stephen Gould
We address the problem of detecting human-object interactions in images using graphical neural networks.
Ranked #18 on Human-Object Interaction Detection on V-COCO (using extra training data)