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Pan Zhou

National University of Singapore · SG
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Area of research
Artificial Intelligence · Computer Vision and Pattern Recognition
Research interest
Research interests include Computer science, Artificial intelligence, Tensor (intrinsic definition), Cluster analysis, Transformer, and Computer vision.
h-index
citations
2,520
works
12
NIH funding
primary concept
email

Recent publications

Gamba: Marry Gaussian Splatting With Mamba for Single-View 3D Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence 2025cited by 18position: middledoi
MetaFormer Baselines for Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence 2023cited by 244position: middledoi
Contrastive Video Question Answering via Video Graph Transformer
IEEE Transactions on Pattern Analysis and Machine Intelligence 2023cited by 40position: middledoi
MetaFormer is Actually What You Need for Vision
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022cited by 1,124position: middledoi
Prototypical Graph Contrastive Learning
IEEE Transactions on Neural Networks and Learning Systems 2022cited by 109position: middledoi
Video Graph Transformer for Video Question Answering
Lecture notes in computer science 2022cited by 82position: middledoi
Self-Promoted Supervision for Few-Shot Transformer
Lecture notes in computer science 2022cited by 42position: middledoi
Tensor Low-Rank Representation for Data Recovery and Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence 2019cited by 159position: firstdoi
Efficient Meta Learning via Minibatch Proximal Update
Singapore Management University Institutional Knowledge (InK) (Singapore Management University) 2019cited by 52position: first
Deep Adversarial Subspace Clustering
2018cited by 205position: firstdoi
Tensor Factorization for Low-Rank Tensor Completion
IEEE Transactions on Image Processing 2017cited by 349position: firstdoi
Outlier-Robust Tensor PCA
2017cited by 96position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

Shuicheng Yan · National University of Singapore8 papers (2019–2025)Jiashi Feng · National University of Singapore6 papers (2017–2023)Xinchao Wang · National University of Singapore3 papers (2022–2025)Zhouchen Lin · Peking University2 papers (2017–2019)Chenyang Si · National University of Singapore2 papers (2022–2023)Junbin Xiao · National University of Singapore2 papers (2022–2023)Canyi Lu · National University of Singapore2 papers (2017–2019)Weihao Yu · Applied Photonics (United Kingdom)2 papers (2022–2023)Tat-Seng Chua · National University of Singapore2 papers (2022–2023)Yichen Zhou · Shanghai University of Traditional Chinese Medicine2 papers (2022–2023)Mi Luo · National University of Singapore2 papers (2022–2023)Yunqing Hou · National University of Singapore1 papers (2018–2018)Hanwang Zhang · National University of Singapore1 papers (2025–2025)Wangmeng Zuo · Harbin Institute of Technology1 papers (2022–2022)Xiaodan Liang · Sun Yat-sen University1 papers (2022–2022)Richang Hong · Ministry of Education of the People's Republic of China1 papers (2023–2023)Yefeng Zheng · Westlake University1 papers (2022–2022) · 1 papers (2022–2022)Shuojia Wang · Jinan University1 papers (2022–2022)Xuanyu Yi · Nanyang Technological University1 papers (2025–2025)
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