Search Results for author: Lu He

Found 7 papers, 4 papers with code

Activation Function Optimization Scheme for Image Classification

1 code implementation7 Sep 2024 Abdur Rahman, Lu He, Haifeng Wang

Finally, we statistically investigate the generalization of the resultant activation functions developed through the optimization scheme.

Classification Image Classification

Wonderful Matrices: More Efficient and Effective Architecture for Language Modeling Tasks

no code implementations24 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.

Language Modeling Language Modelling +2

PanelNet: Understanding 360 Indoor Environment via Panel Representation

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.

Depth Estimation ERP +1

TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers

3 code implementations13 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)

Object object-detection +2

StereoRel: Relational Triple Extraction from a Stereoscopic Perspective

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.

End-to-End Video Object Detection with Spatial-Temporal Transformers

1 code implementation23 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.

Object object-detection +2

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