1 code implementation • 7 Sep 2024 • Abdur Rahman, Lu He, Haifeng Wang
Finally, we statistically investigate the generalization of the resultant activation functions developed through the optimization scheme.
no code implementations • 24 Jul 2024 • Jingze Shi, Bingheng Wu, Lu He, Luchang Jiang
We prove the availability of inner product form position encoding in the state space dual algorithm and study the effectiveness of different position embeddings in the hybrid quadratic causal self-attention and state space dual algorithms.
no code implementations • CVPR 2023 • Haozheng Yu, Lu He, Bing Jian, Weiwei Feng, Shan Liu
To reduce the negative impact of panoramic distortion, we incorporate a panel geometry embedding network that encodes both the local and global geometric features of a panel.
1 code implementation • 24 Jul 2022 • Zhi Li, Lu He, Huijuan Xu
Action understanding has evolved into the era of fine granularity, as most human behaviors in real life have only minor differences.
Ranked #1 on
Weakly Supervised Action Localization
on FineAction
3 code implementations • 13 Jan 2022 • Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, DaCheng Tao
Detection Transformer (DETR) and Deformable DETR have been proposed to eliminate the need for many hand-designed components in object detection while demonstrating good performance as previous complex hand-crafted detectors.
Ranked #6 on
Video Object Detection
on ImageNet VID
(using extra training data)
no code implementations • ACL 2021 • Xuetao Tian, Liping Jing, Lu He, Feng Liu
Relational triple extraction is critical to understanding massive text corpora and constructing large-scale knowledge graph, which has attracted increasing research interest.
1 code implementation • 23 May 2021 • Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang
Recently, DETR and Deformable DETR have been proposed to eliminate the need for many hand-designed components in object detection while demonstrating good performance as previous complex hand-crafted detectors.