1 code implementation • CVPR 2023 • Chi Xie, Fangao Zeng, Yue Hu, Shuang Liang, Yichen Wei
Unlike most previous HOI methods that focus on learning better human-object features, we propose a novel and complementary approach called category query learning.
Ranked #8 on Human-Object Interaction Detection on HICO-DET
1 code implementation • NeurIPS 2021 • Bin Dong, Fangao Zeng, Tiancai Wang, Xiangyu Zhang, Yichen Wei
Moreover, the joint learning of unified query representation can greatly improve the detection performance of DETR.
Ranked #4 on Object Detection on COCO minival (AP75 metric)
2 code implementations • 7 May 2021 • Fangao Zeng, Bin Dong, Yuang Zhang, Tiancai Wang, Xiangyu Zhang, Yichen Wei
Temporal modeling of objects is a key challenge in multiple object tracking (MOT).
Ranked #1 on Multi-Object Tracking on MOT17 (e2e-MOT metric)
Multi-Object Tracking Multiple Object Tracking with Transformer +1
1 code implementation • ECCV 2020 • Youcai Zhang, Zhonghao Lan, Yuchen Dai, Fangao Zeng, Yan Bai, Jie Chang, Yichen Wei
With ten teacher-student combinations on six datasets, PAD promotes the performance of existing distillation methods and outperforms recent state-of-the-art methods.