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Shuicheng Yan(颜水成)

Associate Professor

Department of Electrical and Computer Engineering, National University of Singapore/Intelligence Institute, Qihoo/360

北京奇虎科技有限公司

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My general research interest is to develop machine learning theories for computer vision, multi-media, and information retrieval applications.

Recently, I focus on
Deep Learning
Fashion Analysis:
Hairstyle, makeup, clothes parsing/search/suggestion/pairing, shoes/bags
Large-scale Multimedia Semantics:
Facial attributes, body attributes, objects, events, scene categories, towards applications in intelligent advertisement, media management and search, and surveillance/security

ACM Fellow in 2020

Papers741 papers

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Highly Efficient Salient Object Detection with 100K Parameters

Gao Shang-Hua,Tan Yong-Qiang,Cheng Ming-Ming, Lu Chengze, Chen Yunpeng,Yan Shuicheng

european conference on computer vision, pp.702-721, (2020)

Bibtex

ProxylessKD: Direct Knowledge Distillation with Inherited Classifier for Face Recognition

Weidong Shi, Guanghui Ren,Yunpeng Chen,Shuicheng Yan

Bibtex

Beautify As You Like

Wentao Jiang,Si Liu, Chen Gao,Ran He,Bo Li,Shuicheng Yan

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA ..., pp.4542-4544, (2020)

EIBibtex

Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space

Jiahuan Ren,Zhao Zhang,Sheng Li,Yang Wang,Guangcan Liu,Shuicheng Yan,Meng Wang

IEEE Trans. Image Processing, (2020): 3941-3956

Cited by13WOSEIBibtex

A Simple Baseline for Pose Tracking in Videos of Crowed Scenes

Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yupeng Chen,Xuecheng Nie,Francis E.H. Tay,Jiashi Feng,Shuicheng Yan

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA ..., pp.4684-4688, (2020)

EIBibtex

Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes

Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yupeng Chen,Xuecheng Nie,Tao Wang,Jiashi Feng,Shuicheng Yan

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA ..., pp.4694-4698, (2020)

EIBibtex

Towards Accurate Human Pose Estimation in Videos of Crowded Scenes

Shuning Chang, Li Yuan,Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yupeng Chen,Jiashi Feng,Shuicheng Yan

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA ..., pp.4630-4634, (2020)

EIBibtex

InteractGAN: Learning to Generate Human-Object Interaction

Chen Gao,Si Liu, Defa Zhu, Quan Liu,Jie Cao, Haoqian He,Ran He,Shuicheng Yan

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA ..., pp.165-173, (2020)

EIBibtex

Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior

Yan Zhang,Zhao Zhang,Yang Wang,Zheng Zhang,Li Zhang,Shuicheng Yan,Meng Wang

Cited by1Bibtex

Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning

Yulin Sun,Zhao Zhang,Weiming Jiang,Zheng Zhang,Li Zhang,Shuicheng Yan,Meng Wang

IEEE Trans. Neural Networks Learn. Syst., no. 10 (2020): 4303-4317

Cited by14WOSEIBibtex

ConvBERT: Improving BERT with Span-based Dynamic Convolution

Zihang Jiang,Weihao Yu,Daquan Zhou,Yunpeng Chen,Jiashi Feng,Shuicheng Yan

NeurIPS, (2020)

EIBibtex

ORDNet: Capturing Omni-Range Dependencies for Scene Parsing

Shaofei Huang,Si Liu, Tianrui Hui,Jizhong Han,Bo Li,Jiashi Feng,Shuicheng Yan

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, (2020): 8251-8263

WOSBibtex

Towards Age-Invariant Face Recognition

Jian Zhao,Shuicheng Yan,Jiashi Feng

IEEE transactions on pattern analysis and machine intelligence, (2020): 1-1

WOSBibtex

A Survey on Concept Factorization: From Shallow to Deep Representation Learning

Zhao Zhang,Yan Zhang,Li Zhang,Shuicheng Yan

Bibtex

Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation

Zhao Zhang,Yan Zhang,Guangcan Liu,Jinhui Tang,Shuicheng Yan,Meng Wang

IEEE Transactions on Knowledge and Data Engineering, no. 5 (2020): 952-970

Cited by25EIWOSBibtex

Rethinking Bottleneck Structure for Efficient Mobile Network Design

Zhou Daquan,Qibin Hou,Yunpeng Chen,Jiashi Feng,Shuicheng Yan

Bibtex

Deep Subspace Clustering

Xi Peng,Jiashi Feng,Joey Tianyi Zhou, Yingjie Lei,Shuicheng Yan

IEEE Trans. Neural Networks Learn. Syst., no. 12 (2020): 5509-5521

Cited by2WOSEIBibtex

Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition

Zhang Zhao, Tang Zemin, Wang Yang, Qin Jie, Zhang Haijun,Yan Shuicheng

Bibtex

The niutrans system for the wmt20 quality estimation shared task

C Hu,H Liu,K Feng,C Xu,N Xu,Z Zhou,S Yan,Y Luo,C Wang,X Meng

Bibtex

Learning Target-Domain-Specific Classifier for Partial Domain Adaptation

Chuan-Xian Ren,Pengfei Ge, Peiyi Yang,Shuicheng Yan

IEEE transactions on neural networks and learning systems, (2020): 1-13

WOSBibtex

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