Deng Cai

Deng Cai

Zhejiang University

H-index: 83

Asia-China

About Deng Cai

Deng Cai, With an exceptional h-index of 83 and a recent h-index of 60 (since 2020), a distinguished researcher at Zhejiang University, specializes in the field of Machine learning, Computer vision, Data mining, Information retrieval.

His recent articles reflect a diverse array of research interests and contributions to the field:

X-view: non-egocentric multi-view 3D object detector

Towards In-Distribution Compatible Out-of-Distribution Detection

One-shot implicit animatable avatars with model-based priors

Learning Occupancy for Monocular 3D Object Detection

Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving

MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection

Optimizing traffic efficiency via a reinforcement learning approach based on time allocation

Obmo: One bounding box multiple objects for monocular 3d object detection

Deng Cai Information

University

Position

Professor of Computer Science

Citations(all)

35663

Citations(since 2020)

16070

Cited By

25995

hIndex(all)

83

hIndex(since 2020)

60

i10Index(all)

226

i10Index(since 2020)

197

Email

University Profile Page

Zhejiang University

Google Scholar

View Google Scholar Profile

Deng Cai Skills & Research Interests

Machine learning

Computer vision

Data mining

Information retrieval

Top articles of Deng Cai

Title

Journal

Author(s)

Publication Date

X-view: non-egocentric multi-view 3D object detector

IEEE Transactions on Image Processing

Liang Xie

Guodong Xu

Deng Cai

Xiaofei He

2023/2/22

Towards In-Distribution Compatible Out-of-Distribution Detection

Proceedings of the AAAI Conference on Artificial Intelligence

Boxi Wu

Jie Jiang

Haidong Ren

Zifan Du

Wenxiao Wang

...

2023/6/26

One-shot implicit animatable avatars with model-based priors

Yangyi Huang

Hongwei Yi

Weiyang Liu

Haofan Wang

Boxi Wu

...

2023

Learning Occupancy for Monocular 3D Object Detection

arXiv preprint arXiv:2305.15694

Liang Peng

Junkai Xu

Haoran Cheng

Zheng Yang

Xiaopei Wu

...

2023/5/25

Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving

arXiv preprint arXiv:2312.11837

Junkai Xu

Liang Peng

Haoran Cheng

Linxuan Xia

Qi Zhou

...

2023/12/19

MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection

Junkai Xu

Liang Peng

Haoran Cheng

Hao Li

Wei Qian

...

2023

Optimizing traffic efficiency via a reinforcement learning approach based on time allocation

International Journal of Machine Learning and Cybernetics

Chao Xiang

Zhongming Jin

Zhengxu Yu

Xian-Sheng Hua

Yao Hu

...

2023/10

Obmo: One bounding box multiple objects for monocular 3d object detection

IEEE Transactions on Image Processing

Chenxi Huang

Tong He

Haidong Ren

Wenxiao Wang

Binbin Lin

...

2023/11/21

APPT: Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding

arXiv preprint arXiv:2303.17815

Hengjia Li

Tu Zheng

Zhihao Chi

Zheng Yang

Wenxiao Wang

...

2023/3/31

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup

Xiaohu Tang

Yang Wang

Ting Cao

Li Lyna Zhang

Qi Chen

...

2023/10/2

Modeling Noncommutative Composition of Relations for Knowledge Graph Embedding

Electronics

Chao Xiang

Cong Fu

Deng Cai

Xiaofei He

2023/3/12

NormKD: Normalized Logits for Knowledge Distillation

arXiv preprint arXiv:2308.00520

Zhihao Chi

Tu Zheng

Hengjia Li

Zheng Yang

Boxi Wu

...

2023/8/1

Towards efficient adversarial training on vision transformers

Boxi Wu

Jindong Gu

Zhifeng Li

Deng Cai

Xiaofei He

...

2022/10/23

Reducing the Capacity Gap via Spherical Knowledge Distillation

Jia Guo

Minghao Chen

Yilun Zhao

Boyuan Pan

Chen Zhu

...

2022/9/29

PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud

International Journal of Machine Learning and Cybernetics

Kuoliang Wu

Guodong Xu

Zili Liu

Haifeng Liu

Deng Cai

...

2022/1

Progressive transfer learning

IEEE Transactions on Image Processing

Zhengxu Yu

Dong Shen

Zhongming Jin

Jianqiang Huang

Deng Cai

...

2022/1/13

Toward Better Accuracy-Efficiency Trade-Offs: Divide and Co-Training

IEEE Transactions on Image Processing (TIP)

Shuai Zhao

Liguang Zhou

Wenxiao Wang

Deng Cai

Tin Lun Lam

...

2022/9/5

Graph r-cnn: Towards accurate 3d object detection with semantic-decorated local graph

Honghui Yang

Zili Liu

Xiaopei Wu

Wenxiao Wang

Wei Qian

...

2022/10/23

CLRNet: Cross Layer Refinement Network for Lane Detection

Tu Zheng

Yifei Huang

Yang Liu

Wenjian Tang

Zheng Yang

...

2022

Towards In-distribution Compatibility in Out-of-distribution Detection

arXiv preprint arXiv:2208.13433

Boxi Wu

Jie Jiang

Haidong Ren

Zifan Du

Wenxiao Wang

...

2022/8/29

See List of Professors in Deng Cai University(Zhejiang University)

Co-Authors

H-index: 202
Jiawei Han

Jiawei Han

University of Illinois at Urbana-Champaign

H-index: 183
Thomas S. Huang

Thomas S. Huang

University of Illinois at Urbana-Champaign

H-index: 120
Wei-Ying Ma

Wei-Ying Ma

Tsinghua University

H-index: 82
Xiaofei He

Xiaofei He

Zhejiang University

H-index: 77
Ji-Rong Wen

Ji-Rong Wen

Renmin University of China

H-index: 68
Yueting Zhuang

Yueting Zhuang

Zhejiang University

academic-engine