Ying Nian Wu

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song-chun zhuProfessor of Statistics and Computer Science, UCLAVerified email at stat.ucla.edu
Jianwen XieStaff Research Scientist, Baidu Research, USAVerified email at g.ucla.edu
RUIQI GAOResearch Scientist, Google BrainVerified email at google.com
Tian HanStevens Insititute of TechnologyVerified email at stevens.edu
Yang LuUCLAVerified email at ucla.edu
Yi XingProfessor, Children's Hospital of Philadelphia & University of PennsylvaniaVerified email at ucla.edu
Cheng-en GuoGoogle IncVerified email at google.com
Stefano SoattoProfessor of Computer Science, UCLA; VP, AWSVerified email at ucla.edu
Gianfranco DorettoAssociate Professor of Computer Science and Electrical Engineering, West Virginia UniversityVerified email at mail.wvu.edu
Ruiming CaoUniversity of California, BerkeleyVerified email at berkeley.edu
Zhangzhang SiGoogle Inc.Verified email at stat.ucla.edu
Donald B RubinYCMS Tsinghua; Senior Research Fellow at Fox / Temple U, Emeritus at Harvard UVerified email at temple.edu
Bing Ren, Ph.D.Ludwig Institute for Cancer Research, University of California, San DiegoVerified email at ucsd.edu
Haifeng Gong (龚海峰)Google; University of Pennsylvania; UCLAVerified email at google.com
Ray-Bing ChenDepartment of Statistics, National Cheng Kung UniversityVerified email at ncku.edu.tw
Chuanhai LiuProfessor of Statistics, Purdue UniversityVerified email at purdue.edu
Xiuwen LiuDepartment of Computer Science, Florida State UniversityVerified email at cs.fsu.edu
Wenze HuDepartment of Statistics, University of California, Los AngelesVerified email at ucla.edu
Jifeng DaiAssociate Professor of EE, Tsinghua University; Adjuct Researcher of Shanghai AI LaboratoryVerified email at tsinghua.edu.cn
Shihao Shen

Ying Nian Wu

UCLA Department of Statistics

Verified email at stat.ucla.edu - Homepage

Generative modeling Unsupervised learning Representation learning Computer vision Bioinformatics


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rMATS: robust and flexible detection of differential alternative splicing from replicate RNA-Seq data S Shen, JW Park, Z Lu, L Lin, MD Henry, YN Wu, Q Zhou, Y Xing Proceedings of the National Academy of Sciences 111 (51), E5593-E5601, 2014	1559	2014
A high-resolution map of active promoters in the human genome TH Kim, LO Barrera, M Zheng, C Qu, MA Singer, TA Richmond, Y Wu, ... Nature 436 (7052), 876-880, 2005	1171	2005
Dynamic textures G Doretto, A Chiuso, YN Wu, S Soatto International Journal of Computer Vision 51, 91-109, 2003	1157	2003
Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling SC Zhu, Y Wu, D Mumford International Journal of Computer Vision 27, 107-126, 1998	1012	1998
Interpretable convolutional neural networks Q Zhang, YN Wu, SC Zhu Proceedings of the IEEE conference on computer vision and pattern …, 2018	735	2018
Minimax entropy principle and its application to texture modeling SC Zhu, YN Wu, D Mumford Neural computation 9 (8), 1627-1660, 1997	572	1997
Parameter expansion to accelerate EM: the PX-EM algorithm C Liu, DB Rubin, YN Wu Biometrika 85 (4), 755-770, 1998	525	1998
Parameter expansion for data augmentation JS Liu, YN Wu Journal of the American Statistical Association 94 (448), 1264-1274, 1999	452	1999
Dynamic texture recognition P Saisan, G Doretto, YN Wu, S Soatto Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001	431	2001
Dynamic textures S Soatto, G Doretto, YN Wu Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001	391	2001
Efficient algorithms for robust estimation in linear mixed-effects models using the multivariate t distribution JC Pinheiro, C Liu, YN Wu Journal of Computational and Graphical Statistics 10 (2), 249-276, 2001	387	2001
Textons SC Zhu, Y Wu Computer Vision: Statistical Models for Marr's Paradigm, 97-130, 2023	379*	2023
Multi-agent tensor fusion for contextual trajectory prediction T Zhao, Y Xu, M Monfort, W Choi, C Baker, Y Zhao, Y Wang, YN Wu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	331	2019
Interpreting cnns via decision trees Q Zhang, Y Yang, H Ma, YN Wu Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	313	2019
A theory of generative convnet J Xie, Y Lu, SC Zhu, Y Wu International Conference on Machine Learning, 2635-2644, 2016	259	2016
Interpreting CNN knowledge via an explanatory graph Q Zhang, R Cao, F Shi, YN Wu, SC Zhu Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018	214	2018
Learning active basis model for object detection and recognition YN Wu, Z Si, H Gong, SC Zhu International journal of computer vision 90 (2), 2010	207	2010
Learning non-convergent non-persistent short-run MCMC toward energy-based model E Nijkamp, M Hill, SC Zhu, YN Wu Advances in Neural Information Processing Systems 32, 2019	178	2019
Exploring texture ensembles by efficient Markov chain Monte Carlo-Toward a" trichromacy" theory of texture SC Zhu, XW Liu, YN Wu IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (6), 554-569, 2000	178	2000
Towards a mathematical theory of primal sketch and sketchability C Guo, SC Zhu, YN Wu Proceedings Ninth IEEE International Conference on Computer Vision, 1228-1235, 2003	155	2003

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