Year |
Citation |
Score |
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 |
0.435 |
|
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 |
0.328 |
|
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 |
0.37 |
|
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 |
0.34 |
|
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 |
0.351 |
|
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 |
0.363 |
|
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 |
0.322 |
|
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 |
0.371 |
|
2019 |
Edmonds M, Gao F, Liu H, Xie X, Qi S, Rothrock B, Zhu Y, Wu YN, Lu H, Zhu S. A tale of two explanations: Enhancing human trust by explaining robot behavior Science Robotics. 4: eaay4663. DOI: 10.1126/scirobotics.aay4663 |
0.706 |
|
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 |
0.302 |
|
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 |
0.435 |
|
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 |
0.335 |
|
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 |
0.338 |
|
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 |
0.375 |
|
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 |
0.467 |
|
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 |
0.354 |
|
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 |
0.406 |
|
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 |
0.334 |
|
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 |
0.402 |
|
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 |
0.356 |
|
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 |
0.602 |
|
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 |
0.401 |
|
2016 |
Fire A, Zhu S. Learning Perceptual Causality from Video Acm Transactions On Intelligent Systems and Technology. 7: 1-22. DOI: 10.1145/2809782 |
0.409 |
|
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 |
0.447 |
|
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 |
0.649 |
|
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 |
0.615 |
|
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 |
0.463 |
|
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 |
0.619 |
|
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 |
0.528 |
|
2015 |
Shu T, Xie D, Rothrock B, Todorovic S, Zhu SC. Joint inference of groups, events and human roles in aerial videos Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 4576-4584. DOI: 10.1109/CVPR.2015.7299088 |
0.679 |
|
2015 |
Nie BX, Xiong C, Zhu SC. Joint action recognition and pose estimation from video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 1293-1301. DOI: 10.1109/CVPR.2015.7298734 |
0.317 |
|
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 |
0.373 |
|
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 |
0.377 |
|
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 |
0.447 |
|
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 |
0.377 |
|
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 |
0.664 |
|
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 |
0.635 |
|
2013 |
Rothrock B, Park S, Zhu SC. Integrating grammar and segmentation for human pose estimation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3214-3221. DOI: 10.1109/CVPR.2013.413 |
0.74 |
|
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 |
0.689 |
|
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 |
0.574 |
|
2012 |
Zhu SC, Xu ZL, Meng HJ, Zhou J, Chen H. Effect of magnetic field on the accumulation of polyhydroxyalkanoates (PHAs) by microorganism in activated sludge. Bioprocess and Biosystems Engineering. 35: 985-91. PMID 22262086 DOI: 10.1007/s00449-012-0683-7 |
0.446 |
|
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 |
0.629 |
|
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 |
0.429 |
|
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 |
0.354 |
|
2011 |
Rothrock B, Zhu SC. Human parsing using stochastic and-or grammars and rich appearances Proceedings of the Ieee International Conference On Computer Vision. 640-647. DOI: 10.1109/ICCVW.2011.6130303 |
0.745 |
|
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 |
0.393 |
|
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 |
0.389 |
|
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 |
0.331 |
|
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 |
0.628 |
|
2010 |
Zhu S, Shi K, Si Z. Learning explicit and implicit visual manifolds by information projection Pattern Recognition Letters. 31: 667-685. DOI: 10.1016/j.patrec.2009.07.020 |
0.471 |
|
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 |
0.549 |
|
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 |
0.438 |
|
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 |
0.547 |
|
2009 |
Porway J, Wang Q, Zhu SC. A Hierarchical and Contextual Model for Aerial Image Parsing International Journal of Computer Vision. 88: 254-283. DOI: 10.1007/S11263-009-0306-1 |
0.473 |
|
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 |
0.607 |
|
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 |
0.593 |
|
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 |
0.409 |
|
2007 |
Barbu A, Zhu SC. Generalizing Swendsen-Wang for image analysis Journal of Computational and Graphical Statistics. 16: 877-900. DOI: 10.1198/106186007X255144 |
0.706 |
|
2007 |
Wu YN, Li J, Liu Z, Zhu S. Statistical Principles in Image Modeling Technometrics. 49: 249-261. DOI: 10.1198/004017007000000236 |
0.414 |
|
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 |
0.415 |
|
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 |
0.66 |
|
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 |
0.435 |
|
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 |
0.41 |
|
2006 |
Maciuca R, Zhu SC. First hitting time analysis of the independence metropolis sampler Journal of Theoretical Probability. 19: 235-261. DOI: 10.1007/s10959-006-0002-9 |
0.627 |
|
2006 |
Barbu A, Zhu SC. On the relationship between image and motion segmentation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3667: 51-63. DOI: 10.1007/11676959_5 |
0.733 |
|
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 |
0.715 |
|
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 |
0.399 |
|
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 |
0.462 |
|
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 |
0.748 |
|
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 |
0.406 |
|
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 |
0.427 |
|
2003 |
Konishi S, Yuille AL, Coughlan JM, Zhu SC. Statistical edge detection: Learning and evaluating edge cues Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 57-74. DOI: 10.1109/Tpami.2003.1159946 |
0.396 |
|
2003 |
Guo C, Zhu S, Wu YN. International Journal of Computer Vision. 53: 5-29. DOI: 10.1023/A:1023023207396 |
0.629 |
|
2002 |
Zhu SC, Liu X. Learning in Gibbsian fields: how accurate and how fast can it be? Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 1001-1006. DOI: 10.1109/Tpami.2002.1017626 |
0.443 |
|
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 |
0.409 |
|
2001 |
Zhu SC, Yuille AL, Lanterman AD. ATR applications of minimax entropy models of texture and shape Proceedings of Spie - the International Society For Optical Engineering. 4379: 574-583. DOI: 10.1117/12.445408 |
0.389 |
|
2001 |
Yuille AL, Coughlan JM, Wu Y, Zhu SC. Order parameters for detecting target curves in images: When does high level knowledge help? International Journal of Computer Vision. 41: 9-33. DOI: 10.1023/A:1011156931605 |
0.363 |
|
2000 |
Zhu S, Liu X, Wu Y. Exploring texture ensembles by efficient Markov chain Monte Carlo-Toward a "trichromacy" theory of texture Ieee Transactions On Pattern Analysis and Machine Intelligence. 22: 554-569. DOI: 10.1109/34.862195 |
0.381 |
|
2000 |
Wu YN, Zhu SC, Liu X. International Journal of Computer Vision. 38: 247-265. DOI: 10.1023/A:1008199424771 |
0.43 |
|
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 |
0.451 |
|
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 |
0.395 |
|
1998 |
Zhu SC, Wu Y, Mumford D. Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling International Journal of Computer Vision. 27: 107-126. DOI: 10.1023/A:1007925832420 |
0.378 |
|
1997 |
Zhu SC, Wu YN, Mumford D. Minimax Entropy Principle and Its Application to Texture Modeling Neural Computation. 9: 1627-1660. DOI: 10.1162/Neco.1997.9.8.1627 |
0.365 |
|
1997 |
Zhu SC, Mumford D. Prior learning and gibbs reaction-diffusion Ieee Transactions On Pattern Analysis and Machine Intelligence. 19: 1236-1250. DOI: 10.1109/34.632983 |
0.327 |
|
1996 |
Zhu SC. Region competition: Unifying snakes, region growing, and bayes/mdl for multiband image segmentation Ieee Transactions On Pattern Analysis and Machine Intelligence. 18: 884-900. DOI: 10.1109/34.537343 |
0.4 |
|
1996 |
Zhu S, Yuille A. FORMS: A flexible object recognition and modelling system International Journal of Computer Vision. 20. DOI: 10.1007/Bf00208719 |
0.352 |
|
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