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Zhuowen Tu - Publications

Affiliations: 
2005-2013 University of California, Los Angeles, Los Angeles, CA 
 2013- Cognitive Science University of California, San Diego, La Jolla, CA 
Area:
Computer vision, machine learning, deep learning, neural computation, neuro imaging
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Year Citation  Score
2018 Tang P, Wang X, Shi B, Bai X, Liu W, Tu Z. Deep FisherNet for Image Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 30403638 DOI: 10.1109/Tnnls.2018.2874657  0.368
2018 Hou Q, Cheng MM, Hu X, Borji A, Tu Z, Torr PHS. Deeply Supervised Salient Object Detection with Short Connections. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29993862 DOI: 10.1109/Tpami.2018.2815688  0.351
2017 Lee CY, Gallagher P, Tu Z. Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28504932 DOI: 10.1109/Tpami.2017.2703082  0.354
2017 Xie S, Tu Z. Holistically-Nested Edge Detection International Journal of Computer Vision. 125: 3-18. DOI: 10.1007/S11263-017-1004-Z  0.399
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Flechl M, Friedl M, Frühwirth R, Ghete VM, Hartl C, ... ... Tu Z, et al. Search for Narrow Resonances in Dijet Final States at sqrt[s]=8  TeV with the Novel CMS Technique of Data Scouting. Physical Review Letters. 117: 031802. PMID 27472109 DOI: 10.1103/PhysRevLett.117.031802  0.531
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Friedl M, Frühwirth R, Ghete VM, Hartl C, Hörmann N, ... ... Tu Z, et al. Event generator tunes obtained from underlying event and multiparton scattering measurements. The European Physical Journal. C, Particles and Fields. 76: 155. PMID 27471433 DOI: 10.1140/Epjc/S10052-016-3988-X  0.512
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Friedl M, Frühwirth R, Ghete VM, Hartl C, Hörmann N, ... ... Tu Z, et al. Measurement of the [Formula: see text] production cross section in the all-jets final state in pp collisions at [Formula: see text][Formula: see text]. The European Physical Journal. C, Particles and Fields. 76: 128. PMID 27471431 DOI: 10.1140/Epjc/S10052-016-3956-5  0.518
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Flechl M, Friedl M, Frühwirth R, Ghete VM, Hartl C, ... ... Tu Z, et al. Measurement of Long-Range Near-Side Two-Particle Angular Correlations in pp Collisions at sqrt[s]=13  TeV. Physical Review Letters. 116: 172302. PMID 27176516 DOI: 10.1103/Physrevlett.116.172302  0.496
2016 Wang Q, Cheng F, Ma TT, Xiong HY, Li ZW, Xie CL, Liu CY, Tu ZG. Interleukin-12 inhibits the hepatocellular carcinoma growth by inducing macrophage polarization to the M1-like phenotype through downregulation of Stat-3. Molecular and Cellular Biochemistry. PMID 27003285 DOI: 10.1007/s11010-016-2687-0  0.385
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Flechl M, Friedl M, Frühwirth R, Ghete VM, Hartl C, ... ... Tu Z, et al. Search for Narrow Resonances Decaying to Dijets in Proton-Proton Collisions at sqrt[s]=13  TeV. Physical Review Letters. 116: 071801. PMID 26943527 DOI: 10.1103/Physrevlett.116.071801  0.531
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Flechl M, Friedl M, Frühwirth R, Ghete VM, Hartl C, ... ... Tu Z, et al. Measurement of the Top Quark Pair Production Cross Section in Proton-Proton Collisions at sqrt[s]=13  TeV. Physical Review Letters. 116: 052002. PMID 26894703 DOI: 10.1103/Physrevlett.116.052002  0.51
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Friedl M, Frühwirth R, Ghete VM, Hartl C, Hörmann N, ... ... Tu Z, et al. Measurement of differential cross sections for Higgs boson production in the diphoton decay channel in pp collisions at [Formula: see text]. The European Physical Journal. C, Particles and Fields. 76: 13. PMID 26855607 DOI: 10.1140/Epjc/S10052-015-3853-3  0.514
2016 Khachatryan V, Sirunyan AM, Tumasyan A, Adam W, Asilar E, Bergauer T, Brandstetter J, Brondolin E, Dragicevic M, Erö J, Flechl M, Friedl M, Frühwirth R, Ghete VM, Hartl C, ... ... Tu Z, et al. Study of B Meson Production in p+Pb Collisions at sqrt[s_{NN}]=5.02  TeV Using Exclusive Hadronic Decays. Physical Review Letters. 116: 032301. PMID 26849587 DOI: 10.1103/Physrevlett.116.032301  0.511
2015 Yin P, Tu Z, Yin A, Zhao T, Yan S, Guo X, Chang R, Zhang L, Hong Y, Huang X, Zhou J, Wang Y, Li S, Li XJ. Aged monkey brains reveal the role of ubiquitin-conjugating enzyme UBE2N in the synaptosomal accumulation of mutant huntingtin. Human Molecular Genetics. 24: 1350-62. PMID 25343992 DOI: 10.1093/Hmg/Ddu544  0.381
2015 Ma J, Qiu W, Zhao J, Ma Y, Yuille AL, Tu Z. Robust L2E estimation of transformation for non-rigid registration Ieee Transactions On Signal Processing. 63: 1115-1129. DOI: 10.1109/Tsp.2014.2388434  0.317
2014 Xu Y, Zhu JY, Chang EI, Lai M, Tu Z. Weakly supervised histopathology cancer image segmentation and classification. Medical Image Analysis. 18: 591-604. PMID 24637156 DOI: 10.1016/J.Media.2014.01.010  0.345
2014 Wang X, Zhang Z, Ma Y, Bai X, Liu W, Tu Z. Robust subspace discovery via relaxed rank minimization. Neural Computation. 26: 611-35. PMID 24320845 DOI: 10.1162/Neco_A_00555  0.4
2014 Shen W, Deng K, Bai X, Leyvand T, Guo B, Tu Z. Exemplar-based human action pose correction. Ieee Transactions On Cybernetics. 44: 1053-66. PMID 24058046 DOI: 10.1109/Tcyb.2013.2279071  0.36
2014 Fu H, Cao X, Tu Z, Lin D. Symmetry constraint for foreground extraction. Ieee Transactions On Cybernetics. 44: 644-54. PMID 23797312 DOI: 10.1109/Tcyb.2013.2264051  0.332
2013 Yao C, Zhang X, Bai X, Liu W, Ma Y, Tu Z. Rotation-invariant features for multi-oriented text detection in natural images. Plos One. 8: e70173. PMID 23940544 DOI: 10.1371/Journal.Pone.0070173  0.38
2013 Liu CY, Iglesias JE, Tu Z. Deformable templates guided discriminative models for robust 3D brain MRI segmentation. Neuroinformatics. 11: 447-68. PMID 23836390 DOI: 10.1007/S12021-013-9190-5  0.586
2013 Fu H, Cao X, Tu Z. Cluster-based co-saliency detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 3766-78. PMID 23629857 DOI: 10.1109/Tip.2013.2260166  0.384
2013 Ma J, Zhao J, Tian J, Bai X, Tu Z. Regularized vector field learning with sparse approximation for mismatch removal Pattern Recognition. 46: 3519-3532. DOI: 10.1016/J.Patcog.2013.05.017  0.355
2012 Bai X, Wang B, Yao C, Liu W, Tu Z. Co-transduction for shape retrieval. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 2747-57. PMID 21965213 DOI: 10.1109/Tip.2011.2170082  0.372
2012 Iglesias JE, Thompson PM, Liu CY, Tu Z. Fast approximate stochastic tractography. Neuroinformatics. 10: 5-17. PMID 21476037 DOI: 10.1007/S12021-011-9113-2  0.561
2012 Liu CY, Iglesias JE, Tu Z. Pictorial multi-atlas segmentation of brain MRI Proceedings of the Workshop On Mathematical Methods in Biomedical Image Analysis. 65-70. DOI: 10.1109/MMBIA.2012.6164743  0.454
2012 Wang B, Jiang J, Wang W, Zhou ZH, Tu Z. Unsupervised metric fusion by cross diffusion Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2997-3004. DOI: 10.1109/CVPR.2012.6248029  0.615
2011 Iglesias JE, Jiang J, Liu CY, Tu Z. Classification of Alzheimer's disease using a self-smoothing operator. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 58-65. PMID 22003684 DOI: 10.1007/978-3-642-23626-6_8  0.664
2011 Iglesias JE, Liu CY, Thompson PM, Tu Z. Robust brain extraction across datasets and comparison with publicly available methods. Ieee Transactions On Medical Imaging. 30: 1617-34. PMID 21880566 DOI: 10.1109/Tmi.2011.2138152  0.58
2011 Gonzalez JE, Thompson PM, Zhao A, Tu Z. Modeling diffusion-weighted MRI as a spatially variant gaussian mixture: application to image denoising. Medical Physics. 38: 4350-64. PMID 21859036 DOI: 10.1118/1.3599724  0.372
2011 Costafreda SG, Dinov ID, Tu Z, Shi Y, Liu CY, Kloszewska I, Mecocci P, Soininen H, Tsolaki M, Vellas B, Wahlund LO, Spenger C, Toga AW, Lovestone S, Simmons A. Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment. Neuroimage. 56: 212-9. PMID 21272654 DOI: 10.1016/J.Neuroimage.2011.01.050  0.505
2011 Hong Y, Li Q, Jiang J, Tu Z. Learning a mixture of sparse distance metrics for classification and dimensionality reduction Proceedings of the Ieee International Conference On Computer Vision. 906-913. DOI: 10.1109/ICCV.2011.6126332  0.592
2011 Jiang J, Wang B, Tu Z. Unsupervised metric learning by self-smoothing operator Proceedings of the Ieee International Conference On Computer Vision. 794-801. DOI: 10.1109/ICCV.2011.6126318  0.58
2010 Iglesias JE, Liu CY, Thompson P, Tu Z. Agreement-based semi-supervised learning for skull stripping. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 13: 147-54. PMID 20879394 DOI: 10.1007/978-3-642-15711-0_19  0.545
2010 Tu Z, Bai X. Auto-context and its application to high-level vision tasks and 3D brain image segmentation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1744-57. PMID 20724753 DOI: 10.1109/Tpami.2009.186  0.436
2010 Bai X, Yang X, Latecki LJ, Liu W, Tu Z. Learning context-sensitive shape similarity by graph transduction. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 861-74. PMID 20299710 DOI: 10.1109/Tpami.2009.85  0.389
2010 Morra JH, Tu Z, Apostolova LG, Green AE, Toga AW, Thompson PM. Comparison of AdaBoost and support vector machines for detecting Alzheimer's disease through automated hippocampal segmentation. Ieee Transactions On Medical Imaging. 29: 30-43. PMID 19457748 DOI: 10.1109/Tmi.2009.2021941  0.375
2010 Iglesias JE, Thompson P, Liu CY, Tu Z. Discretizing stochastic tractography: A fast implementation 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 1381-1384. DOI: 10.1109/ISBI.2010.5490255  0.497
2010 Liu CY, Iglesias JE, Toga A, Tu Z. Fusing adaptive atlas and informative features for robust 3D brain image segmentation 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 848-851. DOI: 10.1109/ISBI.2010.5490119  0.551
2010 Hong Y, Jiang J, Tu Z. Sparse semi-supervised learning for perceptual grouping 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 1-8. DOI: 10.1109/CVPRW.2010.5543640  0.586
2010 Zheng S, Yuille A, Tu Z. Detecting object boundaries using low-, mid-, and high-level information Computer Vision and Image Understanding. 114: 1055-1067. DOI: 10.1016/J.Cviu.2010.07.004  0.31
2009 Morra JH, Tu Z, Toga AW, Thompson PM. Lossless online ensemble learning (LOEL) and its application to subcortical segmentation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 432-40. PMID 20426141 DOI: 10.1007/978-3-642-04271-3_53  0.31
2009 Shi Y, Tu Z, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. Joint sulcal detection on cortical surfaces with graphical models and boosted priors. Ieee Transactions On Medical Imaging. 28: 361-73. PMID 19244008 DOI: 10.1109/Tmi.2008.2004402  0.352
2009 Morra JH, Tu Z, Apostolova LG, Green AE, Avedissian C, Madsen SK, Parikshak N, Hua X, Toga AW, Jack CR, Schuff N, Weiner MW, Thompson PM. Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls. Human Brain Mapping. 30: 2766-88. PMID 19172649 DOI: 10.1002/Hbm.20708  0.307
2009 Jiang J, Tu Z. Efficient scale space auto-context for image segmentation and labeling 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 1810-1817. DOI: 10.1109/CVPRW.2009.5206761  0.589
2008 Tu Z, Zheng S, Yuille A. Shape Matching and Registration by Data-driven EM. Computer Vision and Image Understanding : Cviu. 109: 290-304. PMID 29269996 DOI: 10.1016/J.Cviu.2007.04.004  0.363
2008 Morra JH, Tu Z, Apostolova LG, Green AE, Toga AW, Thompson PM. Automatic subcortical segmentation using a contextual model. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11: 194-201. PMID 18979748 DOI: 10.1007/978-3-540-85988-8_24  0.318
2008 Morra JH, Tu Z, Apostolova LG, Green AE, Avedissian C, Madsen SK, Parikshak N, Hua X, Toga AW, Jack CR, Weiner MW, Thompson PM. Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls. Neuroimage. 43: 59-68. PMID 18675918 DOI: 10.1016/J.Neuroimage.2008.07.003  0.414
2008 Tu Z, Narr KL, Dollar P, Dinov I, Thompson PM, Toga AW. Brain anatomical structure segmentation by hybrid discriminative/generative models. Ieee Transactions On Medical Imaging. 27: 495-508. PMID 18390346 DOI: 10.1109/Tmi.2007.908121  0.4
2008 Tu Z. Auto-context and its application to high-level vision tasks 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587436  0.319
2008 Jiang J, Zheng S, Toga AW, Tu Z. Learning based coarse-to-fine image registration 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587396  0.607
2007 Shi Y, Thompson PM, de Zubicaray GI, Rose SE, Tu Z, Dinov I, Toga AW. Direct mapping of hippocampal surfaces with intrinsic shape context. Neuroimage. 37: 792-807. PMID 17625918 DOI: 10.1016/J.Neuroimage.2007.05.016  0.301
2007 Tu Z, Zheng S, Yuille AL, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. Automated extraction of the cortical sulci based on a supervised learning approach. Ieee Transactions On Medical Imaging. 26: 541-52. PMID 17427741 DOI: 10.1109/Tmi.2007.892506  0.418
2006 Tu Z, Zhu SC. Parsing images into regions, curves, and curve groups International Journal of Computer Vision. 69: 223-249. DOI: 10.1007/S11263-006-6995-9  0.373
2005 Tu Z, Chen X, Yuille AL, Zhu SC. Image parsing: Unifying segmentation, detection, and recognition International Journal of Computer Vision. 63: 113-140. DOI: 10.1007/S11263-005-6642-X  0.374
2004 Han F, Tu Z, Zhu SC. Range image segmentation by an effective jump-diffusion method. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 1138-53. PMID 15742890 DOI: 10.1109/Tpami.2004.70  0.39
2002 Holt RA, Subramanian GM, Halpern A, Sutton GG, Charlab R, Nusskern DR, Wincker P, Clark AG, Ribeiro JM, Wides R, Salzberg SL, Loftus B, Yandell M, Majoros WH, Rusch DB, ... Tu Z, et al. The genome sequence of the malaria mosquito Anopheles gambiae. Science (New York, N.Y.). 298: 129-49. PMID 12364791 DOI: 10.1126/Science.1076181  0.38
2002 Tu Z, Zhu SC. Image segmentation by data-driven Markov Chain Monte Carlo Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 657-673. DOI: 10.1109/34.1000239  0.365
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