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Song-Chun Zhu - Publications

Affiliations: 
University of California, Los Angeles, Los Angeles, CA 
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70 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Xu Y, Wang W, Liu T, Liu X, Xie J, Zhu SC. Monocular 3D Pose Estimation via Pose Grammar and Data Augmentation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34106844 DOI: 10.1109/TPAMI.2021.3087695  0.321
2021 Xie J, Zheng Z, Fang X, Zhu SC, Wu YN. Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Conditional Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33769930 DOI: 10.1109/TPAMI.2021.3069023  0.308
2021 Zhou T, Qi S, Wang W, Shen J, Zhu SC. Cascaded Parsing of Human-Object Interaction Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33400648 DOI: 10.1109/TPAMI.2021.3049156  0.307
2020 Xing X, Gao R, Han T, Zhu SC, Wu YN. Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32749961 DOI: 10.1109/Tpami.2020.3013905  0.45
2020 Zhang Q, Ren J, Huang G, Cao R, Wu YN, Zhu SC. Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32396071 DOI: 10.1109/Tpami.2020.2993147  0.383
2020 Zhang Q, Wang X, Cao R, Wu YN, Shi F, Zhu SC. Extracting an Explanatory Graph to Interpret a CNN. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32386138 DOI: 10.1109/Tpami.2020.2992207  0.41
2020 Zhang Q, Wang X, Wu YN, Zhou H, Zhu SC. Interpretable CNNs for Object Classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32224452 DOI: 10.1109/Tpami.2020.2982882  0.386
2020 Qi S, Jia B, Huang S, Wei P, Zhu SC. A Generalized Earley Parser for Human Activity Parsing and Prediction. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32142420 DOI: 10.1109/Tpami.2020.2976971  0.367
2020 Nan Z, Shu T, Gong R, Wang S, Wei P, Zhu S, Zheng N. Learning to infer human attention in daily activities Pattern Recognition. 103: 107314. DOI: 10.1016/J.Patcog.2020.107314  0.367
2020 Zhu Y, Gao T, Fan L, Huang S, Edmonds M, Liu H, Gao F, Zhang C, Qi S, Wu YN, Tenenbaum JB, Zhu S. Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense Engineering. 6: 310-345. DOI: 10.1016/J.Eng.2020.01.011  0.334
2019 Xie J, Zhu SC, Wu YN. Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31425020 DOI: 10.1109/Tpami.2019.2934852  0.389
2019 Hill M, Nijkamp E, Zhu S. Building a telescope to look into high-dimensional image spaces Quarterly of Applied Mathematics. 77: 269-321. DOI: 10.1090/Qam/1532  0.313
2018 Xie J, Lu Y, Gao R, Zhu SC, Wu YN. Cooperative Learning of Descriptor and Generator Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30387724 DOI: 10.1109/Tpami.2018.2879081  0.45
2018 Lu Y, Gao R, Zhu S, Wu YN. Exploring generative perspective of convolutional neural networks by learning random field models Statistics and Its Interface. 11: 515-529. DOI: 10.4310/Sii.2018.V11.N3.A13  0.357
2018 Zhang Q, Zhu S. Visual interpretability for deep learning: a survey Frontiers of Information Technology & Electronic Engineering. 19: 27-39. DOI: 10.1631/Fitee.1700808  0.373
2018 Zhang Q, Wu YN, Zhang H, Zhu S. Mining deep And-Or object structures via cost-sensitive question-answer-based active annotations Computer Vision and Image Understanding. 33-44. DOI: 10.1016/J.Cviu.2018.09.008  0.401
2018 Jiang C, Qi S, Zhu Y, Huang S, Lin J, Yu L, Terzopoulos D, Zhu S. Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars International Journal of Computer Vision. 126: 920-941. DOI: 10.1007/S11263-018-1103-5  0.504
2017 Shu T, Peng Y, Fan L, Lu H, Zhu SC. Perception of Human Interaction Based on Motion Trajectories: From Aerial Videos to Decontextualized Animations. Topics in Cognitive Science. PMID 29214731 DOI: 10.1111/Tops.12313  0.355
2017 Park S, Nie X, Zhu SC. Attribute And-Or Grammar for Joint Parsing of Human Pose, Parts and Attributes. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28749346 DOI: 10.1109/Tpami.2017.2731842  0.408
2017 Xie D, Shu T, Todorovic S, Zhu SC. Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28727549 DOI: 10.1109/Tpami.2017.2728788  0.357
2017 Liu X, Zhao Y, Zhu SC. Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28368817 DOI: 10.1109/Tpami.2017.2689007  0.429
2017 Li W, Joo J, Qi H, Zhu S. Joint Image-Text News Topic Detection and Tracking by Multimodal Topic And-Or Graph Ieee Transactions On Multimedia. 19: 367-381. DOI: 10.1109/Tmm.2016.2616279  0.367
2016 Wu T, Lu Y, Zhu SC. Online Object Tracking, Learning and Parsing with And-Or Graphs. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28026751 DOI: 10.1109/Tpami.2016.2644963  0.458
2016 Wei P, Zhao Y, Zheng N, Zhu SC. Modeling 4D Human-Object Interactions for Joint Event Segmentation, Recognition, and Object Localization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27254859 DOI: 10.1109/Tpami.2016.2574712  0.424
2016 Fire A, Zhu S. Learning Perceptual Causality from Video Acm Transactions On Intelligent Systems and Technology. 7: 1-22. DOI: 10.1145/2809782  0.438
2016 Xie J, Lu Y, Zhu SC, Wu YN. Inducing wavelets into random fields via generative boosting Applied and Computational Harmonic Analysis. 41: 4-25. DOI: 10.1016/J.Acha.2015.08.004  0.471
2015 Zhu J, Wu T, Zhu SC, Yang X, Zhang W. A Reconfigurable Tangram Model for Scene Representation and Categorization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26561434 DOI: 10.1109/Tip.2015.2498407  0.531
2015 Wu T, Li B, Zhu SC. Learning And-Or Models to Represent Context and Occlusion for Car Detection and Viewpoint Estimation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26552076 DOI: 10.1109/Tpami.2015.2497699  0.456
2015 Wang S, Wang Y, Zhu SC. Learning Hierarchical Space Tiling for Scene Modeling, Parsing and Attribute Tagging. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 2478-2491. PMID 26539852 DOI: 10.1109/Tpami.2015.2424880  0.505
2015 Hu W, Zhu SC. Learning 3D Object Templates by Quantizing Geometry and Appearance Spaces. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1190-205. PMID 26357342 DOI: 10.1109/Tpami.2014.2362141  0.443
2015 Wu T, Zhu SC. Learning Near-Optimal Cost-Sensitive Decision Policy for Object Detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1013-27. PMID 26353325 DOI: 10.1109/Tpami.2014.2359653  0.316
2015 Zheng B, Zhao Y, Yu J, Ikeuchi K, Zhu S. Scene Understanding by Reasoning Stability and Safety International Journal of Computer Vision. 112: 221-238. DOI: 10.1007/S11263-014-0795-4  0.403
2015 Han Z, Xu Z, Zhu S. Video Primal Sketch: A Unified Middle-Level Representation for Video Journal of Mathematical Imaging and Vision. 53: 151-170. DOI: 10.1007/S10851-015-0563-2  0.389
2014 Yao BZ, Nie BX, Liu Z, Zhu SC. Animated pose templates for modeling and detecting human actions. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 436-52. PMID 24457502 DOI: 10.1109/Tpami.2013.144  0.471
2014 Tu K, Meng M, Lee MW, Choe TE, Zhu SC. Joint video and text parsing for understanding events and answering queries Ieee Multimedia. 21: 42-70. DOI: 10.1109/Mmul.2014.29  0.39
2014 Xie J, Hu W, Zhu S, Wu YN. Learning Sparse FRAME Models for Natural Image Patterns International Journal of Computer Vision. 114: 91-112. DOI: 10.1007/S11263-014-0757-X  0.508
2013 Si Z, Zhu SC. Learning AND-OR templates for object recognition and detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2189-205. PMID 23868779 DOI: 10.1109/Tpami.2013.35  0.492
2013 Lin L, Zeng K, Wang Y, Xu Y, Zhu S. Video Stylization: Painterly Rendering and Optimization With Content Extraction Ieee Transactions On Circuits and Systems For Video Technology. 23: 577-590. DOI: 10.1109/Tcsvt.2012.2210804  0.31
2013 Hong Y, Si Z, Hu W, Zhu S, Wu YN. Unsupervised learning of compositional sparse code for natural image representation Quarterly of Applied Mathematics. 72: 373-406. DOI: 10.1090/S0033-569X-2013-01361-5  0.409
2013 Pei M, Si Z, Yao BZ, Zhu S. Learning and parsing video events with goal and intent prediction Computer Vision and Image Understanding. 117: 1369-1383. DOI: 10.1016/J.Cviu.2012.12.003  0.384
2012 Si Z, Zhu SC. Learning Hybrid Image Templates (HIT) by Information Projection. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 1354-67. PMID 22144518 DOI: 10.1109/Tpami.2011.227  0.479
2012 Zhao Y, Gong H, Jia Y, Zhu S. Background modeling by subspace learning on spatio-temporal patches Pattern Recognition Letters. 33: 1134-1147. DOI: 10.1016/J.Patrec.2012.01.012  0.46
2011 Porway J, Zhu SC. C4: Exploring Multiple Solutions in Graphical Models by Cluster Sampling. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 1713-27. PMID 21321365 DOI: 10.1109/Tpami.2011.27  0.363
2011 Gong H, Zhu S. Intrackability: Characterizing Video Statistics and Pursuing Video Representations International Journal of Computer Vision. 97: 255-275. DOI: 10.1007/S11263-011-0486-3  0.412
2010 Lin L, Liu X, Zhu SC. Layered graph matching with composite cluster sampling. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1426-42. PMID 20558875 DOI: 10.1109/Tpami.2009.150  0.405
2010 Suo J, Zhu SC, Shan S, Chen X. A compositional and dynamic model for face aging. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 385-401. PMID 20075467 DOI: 10.1109/Tpami.2009.39  0.335
2010 Si Z, Gong H, Zhu S, Wu YN. Learning Active Basis Models by EM-Type Algorithms Statistical Science. 25: 458-475. DOI: 10.1214/09-Sts281  0.482
2010 Wu T, Zhu S. A Numerical Study of the Bottom-Up and Top-Down Inference Processes in And-Or Graphs International Journal of Computer Vision. 93: 226-252. DOI: 10.1007/S11263-010-0346-6  0.354
2009 Han F, Zhu SC. Bottom-up/top-down image parsing with attribute grammar. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 59-73. PMID 19029546 DOI: 10.1109/Tpami.2008.65  0.453
2009 Zeng K, Zhao M, Xiong C, Zhu S. From image parsing to painterly rendering Acm Transactions On Graphics. 29: 1-11. DOI: 10.1145/1640443.1640445  0.417
2009 Wu YN, Si Z, Gong H, Zhu S. Learning Active Basis Model for Object Detection and Recognition International Journal of Computer Vision. 90: 198-235. DOI: 10.1007/S11263-009-0287-0  0.437
2008 Xu Z, Chen H, Zhu SC, Luo J. A hierarchical compositional model for face representation and sketching. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 955-69. PMID 18421103 DOI: 10.1109/Tpami.2008.50  0.372
2007 Han F, Zhu SC. A two-level generative model for cloth representation and shape from shading. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 1230-43. PMID 17496380 DOI: 10.1109/Tpami.2007.1040  0.44
2007 Barbu A, Zhu SC. Generalizing Swendsen-Wang for image analysis Journal of Computational and Graphical Statistics. 16: 877-900. DOI: 10.1198/106186007X255144  0.372
2007 Wu YN, Li J, Liu Z, Zhu S. Statistical Principles in Image Modeling Technometrics. 49: 249-261. DOI: 10.1198/004017007000000236  0.428
2007 Wu YN, Guo C, Zhu S. From information scaling of natural images to regimes of statistical models Quarterly of Applied Mathematics. 66: 81-122. DOI: 10.1090/S0033-569X-07-01063-2  0.431
2007 Guo C, Zhu S, Wu YN. Primal sketch: Integrating structure and texture Computer Vision and Image Understanding. 106: 5-19. DOI: 10.1016/J.Cviu.2005.09.004  0.453
2006 Chen H, Zhu SC. A generative sketch model for human hair analysis and synthesis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1025-40. PMID 16792093 DOI: 10.1109/Tpami.2006.131  0.451
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  0.419
2005 Barbu A, Zhu SC. Generalizing Swendsen-Wang to sampling arbitrary posterior probabilities Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1239-1253. PMID 16119263 DOI: 10.1109/Tpami.2005.161  0.395
2005 Wang Y, Bahrami S, Zhu SC. Perceptual scale space and its applications Proceedings of the Ieee International Conference On Computer Vision. 58-65. DOI: 10.1007/S11263-008-0138-4  0.426
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  0.487
2005 Zhu S, Guo C, Wang Y, Xu Z. What are Textons International Journal of Computer Vision. 62: 121-143. DOI: 10.1007/S11263-005-4638-1  0.5
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  0.427
2004 Wang Y, Zhu SC. Analysis and synthesis of textured motion: particles and waves. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 1348-63. PMID 15641721 DOI: 10.1109/TPAMI.2004.76  0.301
2003 Zhu S. Statistical modeling and conceptualization of visual patterns Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 691-712. DOI: 10.1109/Tpami.2003.1201820  0.437
2003 Guo C, Zhu S, Wu YN. International Journal of Computer Vision. 53: 5-29. DOI: 10.1023/A:1023023207396  0.414
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  0.415
1999 Zhu SC. Embedding gestalt laws in markov random fields Ieee Transactions On Pattern Analysis and Machine Intelligence. 21: 1170-1187. DOI: 10.1109/34.809110  0.481
1999 Zhu SC. Stochastic jump-diffusion process for computing medial axes in markov random fields Ieee Transactions On Pattern Analysis and Machine Intelligence. 21: 1158-1169. DOI: 10.1109/34.809109  0.413
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