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发表时间 论文名称 作者 刊载于 1995年 FORMS: A Flexible Object Recognition and Modelling System[55] Song Chun Zhu，Alan L International Conference on Computer Vision 1995年 Region Competition: Unifying Snakes， Region Growing， Energy/Bayes/MDL for Multi-band Image Segmentation[55] Song Chun Zhu，Tai Sing Lee，Alan L International Conference on Computer Vision 1996年 Region Competition: Unifying Snakes， Region Growing， and Bayes/MDL for Multiband Image Segmentation. [55] Song Chun Zhu，Alan L Trans on Pattern Analysis and Machine Intelligence 1996年 FRAME: Filters， Random fields， and Minimax Entropy - Towards a Unified Theory for Texture Modeling[55] Song Chun Zhu，Ying Nian Wu，David Mumford IEEE Conference on Computer Vision and Pattern Recognition 1996年 FORMS: A flexible object recognition and modelling system[55] Song Chun Zhu，Alan L International Journal of Computer Vision 1997年 Learning Generic Prior Models for Visual Computation[55] Song Chun Zhu，David Mumford IEEE Conference on Computer Vision and Pattern Recognition 1997年 Minimax Entropy Principle and Its Application to Texture Modeling[55] Song Chun Zhu，Ying Nian Wu，David Mumford Neural Computation 1997年 Prior Learning and Gibbs Reaction-Diffusion[55] Song Chun Zhu，David Mumford Trans on Pattern Analysis and Machine Intelligence 1998年 Stochastic Computation of Medial Axis in Markov Random Fields[55] Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 1998年 GRADE: Gibbs Reaction and Diffusion Equation[55] Song Chun Zhu，David Mumford International Conference on Computer Vision 1998年 Filters， Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling[55] Song Chun Zhu，Ying Nian Wu，David Mumford International Journal of Computer Vision 1999年 Embedding Gestalt Laws in Markov Random Fields[55] Song Chun Zhu Trans on Pattern Analysis and Machine Intelligence 1999年 Equivalence of Julesz and Gibbs Texture Ensembles[55] Ying Nian Wu，Song Chun Zhu，Xiuwen Liu International Conference on Computer Vision 1999年 Fundamental Bounds on Edge Detection: An Information Theoretic Evaluation of Different Edge Cues[55] Scott Konishi，Alan L. Yuille，James M. Coughlan，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2000年 Integrating Bottom-Up/Top-Down for Object Recognition by Data Driven Markov Chain Monte Carlo[55] Song Chun Zhu，Rong Zhang，Zhuowen Tu IEEE Conference on Computer Vision and Pattern Recognition 2000年 Learning in Gibbsian Fields: How Accurate and How Fast Can It Be?[55] Song Chun Zhu，Xiuwen Liu IEEE Conference on Computer Vision and Pattern Recognition 2000年 Order Parameters for Minimax Entropy Distributions: When Does High Level Knowledge Help?[55] Alan L. Yuille，James M. Coughlan，Song Chun Zhu，Ying Nian Wu IEEE Conference on Computer Vision and Pattern Recognition 2001年 Example-Based Facial Sketch Generation with Non-parametric Sampling[55] Hong Chen，Ying-Qing Xu，Heung-Yeung Shum，Song Chun Zhu，Nanning Zheng International Conference on Computer Vision 2001年 Introduction by Guest Editors[55] Alan L. Yuille，Song Chun Zhu，David Mumford International Journal of Computer Vision 2001年 Visual Learning by Integrating Descriptive and Generative Methods[55] Cheng-en Guo，Song Chun Zhu，Ying Nian Wu International Conference on Computer Vision 2002年 What Are Textons? [55] Song Chun Zhu，Cheng-en Guo，Ying Nian Wu，Yizhou Wang European Conference on Computer Vision 2002年 A Generative Method for Textured Motion: Analysis and Synthesis[55] Yizhou Wang ，Song Chun Zhu European Conference on Computer Vision 2002年 Image Segmentation by Data-Driven Markov Chain Monte Carlo[55] Zhuowen Tu，Song Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2003年 Modeling Visual Patterns by Integrating Descriptive and Generative Methods[55] Cheng-en Guo，Song Chun Zhu，Ying Nian Wu International Journal of Computer Vision 2003年 Statistical Modeling and Conceptualization of Visual Patterns[55] Song Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2003年 Towards a Mathematical Theory of Primal Sketch and Sketchability[55] Cheng-en Guo，Song Chun Zhu International Conference on Computer Vision 2004年 Modeling Complex Motion by Tracking and Editing Hidden Markov Graphs[55] Yizhou Wang ，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2004年 Analysis and Synthesis of Textured Motion: Particles and Waves[55] Yizhou Wang ，Song Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2004年 Multigrid and Multi-Level Swendsen-Wang Cuts for Hierarchic Graph Partition[55] Adrian Barbu，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2005年 A Generative Model of Human Hair for Hair Sketching[55] Hong Chen，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2005年 Image Parsing: Unifying Segmentation， Detection， and Recognition[55] Zhuowen Tu，Xiangrong Chen，Alan L. Yuille，Song Chun Zhu International Journal of Computer Vision 2005年 Cloth Representation by Shape from Shading with Shading Primitives[55] Feng Han ，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2006年 Composite Templates for Cloth Modeling and Sketching[55] Hong Chen，Zi Jian Xu ，Ziqiang Liu，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2006年 A Generative Sketch Model for Human Hair Analysis and Synthesis[55] Hong Chen，Song Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2006年 A Stochastic Grammar of Images[55] Song Chun Zhu，David Mumford Foundations and Trends in Computer Graphics and Vision 2007年 Layered Graph Match with Graph Editing[55] Liang Lin，Song Chun Zhu，Yongtian Wang IEEE Conference on Computer Vision and Pattern Recognition 2007年 Primal sketch: Integrating structure and texture[55] Cheng-en Guo，Song Chun Zhu，Ying Nian Wu Computer Vision and Image Understanding 2007年 Mapping Natural Image Patches by Explicit and Implicit Manifolds[55] Kent Shi，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2008年 A hierarchical and contextual model for aerial image understanding[55] Jake Porway，Kristy Wang，Benjamin Z. Yao，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2008年 A Hierarchical Compositional Model for Face Representation and Sketching[55] Zijian Xu ，Hong Chen，Song Chun Zhu，Jiebo Luo Trans on Pattern Analysis and Machine Intelligence 2008年 An integrated background model for video surveillance based on primal sketch and 3D scene geometry[55] Wenze Hu，Haifeng Gong，Song Chun Zhu，Yongtian Wang IEEE Conference on Computer Vision and Pattern Recognition 2009年 Evaluating information contributions of bottom-up and top-down processes[55] Xiong Yang，Tianfu Wu ，Song Chun Zhu International Conference on Computer Vision 2009年 Flow mosaicking: Real-time pedestrian counting without scene-specific learning[55] Yang Cong，Haifeng Gong，Song Chun Zhu，Yandong Tang IEEE Conference on Computer Vision and Pattern Recognition 2009年 From image parsing to painterly rendering[55] Kun Zeng，Mingtian Zhao，Caiming Xiong，Song Chun Zhu ACM Transactions on Graphics 2009年 Learning mixed templates for object recognition[55] Zhangzhang Si，Haifeng Gong，Ying Nian Wu，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2010年 Discovering scene categories by information projection and cluster sampling[55] Dengxin Dai，Tianfu Wu ，Song Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2010年 Layered Graph Matching with Composite Cluster Sampling[55] Liang Lin，Xiaobai Liu，Song Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2010年 Learning Artistic Lighting Template from Portrait Photographs[55] Xin Jin，Mingtian Zhao，Xiaowu Chen，Qinping Zhao，Song Chun Zhu European Conference on Computer Vision 2011年 A Numerical Study of the Bottom-Up and Top-Down Inference Processes in And-Or Graphs[55] Tianfu Wu ，Song Chun Zhu International Journal of Computer Vision 2011年 C4: Exploring Multiple Solutions in Graphical Models by Cluster Sampling[55] Jacob Porway，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2011年 Image representation by active curves[55] Wenze Hu，Ying Nian Wu，Song-Chun Zhu International Conference on Computer Vision 2011年 Parsing video events with goal inference and intent prediction[55] Mingtao Pei，Yunde Jia，Song-Chun Zhu International Conference on Computer Vision 2012年 Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition[55] Mohamed R. Amer，Dan Xie，Mingtian Zhao，Sinisa Todorovic，Song Chun Zhu European Conference on Computer Vision 2012年 Intrackability: Characterizing Video Statistics and Pursuing Video Representations[55] Haifeng Gong，Song Chun Zhu International Journal of Computer Vision 2012年 Learning Hybrid Image Templates (HIT) by Information Projection[55] Zhangzhang Si，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2013年 Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics[55] Bo Zheng ，Yibiao Zhao，Joey C. Yu，Katsushi Ikeuchi，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2013年 Human Attribute Recognition by Rich Appearance Dictionary[55] Jungseock Joo，Shuo Wang，Song-Chun Zhu International Conference on Computer Vision 2013年 Learning AND-OR Templates for Object Recognition and Detection[55] Zhangzhang Si，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2013年 Learning and parsing video events with goal and intent prediction[55] Mingtao Pei，Zhangzhang Si，Benjamin Z. Yao，Song-Chun Zhu Computer Vision and Image Understanding 2013年 Scene Parsing by Integrating Function， Geometry and Appearance Models[55] Yibiao Zhao，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2014年 Animated Pose Templates for Modeling and Detecting Human Actions[55] Benjamin Z. Yao，Bruce X. Nie，Zicheng Liu ，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2014年 Detecting potential falling objects by inferring human action and natural disturbance[55] Bo Zheng ，Yibiao Zhao，Joey C. Yu，Katsushi Ikeuchi，Song-Chun Zhu IEEE International Conference on Robotics and Automation 2014年 Integrating Context and Occlusion for Car Detection by Hierarchical And-Or Model[55] Bo Li ，Tianfu Wu ，Song-Chun Zhu European Conference on Computer Vision 2014年 Unsupervised Learning of Dictionaries of Hierarchical Compositional Models[55] Jifeng Dai，Yi Hong，Wenze Hu，Song-Chun Zhu，Ying Nian Wu IEEE Conference on Computer Vision and Pattern Recognition 2015年 Attributed Grammars for Joint Estimation of Human Attributes， Part and Pose[55] Seyoung Park，Song-Chun Zhu International Conference on Computer Vision 2015年 Joint action recognition and pose estimation from video[55] Bruce Xiaohan Nie，Caiming Xiong，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2015年 Learning 3D Object Templates by Quantizing Geometry and Appearance Spaces[55] Wenze Hu，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2015年 Understanding tools: Task-oriented object modeling， learning and recognition[55] Yixin Zhu，Yibiao Zhao，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2016年 Inferring Forces and Learning Human Utilities from Videos[55] Yixin Zhu，Chenfanfu Jiang，Yibiao Zhao，Demetri Terzopoulos，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2016年 Inferring human intent from video by sampling hierarchical plans[55] Steven Holtzen，Yibiao Zhao，Tao Gao，Joshua B. Tenenbaum，Song-Chun Zhu IEEERSJ International Conference on Intelligent Robots and Systems 2016年 Learning And-Or Model to Represent Context and Occlusion for Car Detection and Viewpoint Estimation[55] Tianfu Wu ，Bo Li，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2016年 Learning Social Affordance for Human-Robot Interaction[55] Tianmin Shu，Michael S. Ryoo，Song-Chun Zhu International Joint Conference on Artificial Intelligence 2016年 Robot learning with a spatial， temporal， and causal and-or graph[55] Caiming Xiong，Nishant Shukla，Wenlong Xiong，Song-Chun Zhu IEEE International Conference on Robotics and Automation 2017年 A glove-based system for studying hand-object manipulation via joint pose and force sensing[55] Hangxin Liu，Xu Xie ，Matt Millar，Mark Edmonds，Feng Gao 0013，Yixin Zhu，Veronica J. Santos，Brandon Rothrock，Song-Chun Zhu IEEERSJ International Conference on Intelligent Robots and Systems 2017年 Alternating Back-Propagation for Generator Network[55] Tian Han ，Yang Lu ，Song-Chun Zhu，Ying Nian Wu AAAI Conference on Artificial Intelligence 2017年 CERN: Confidence-Energy Recurrent Network for Group Activity Recognition[55] Tianmin Shu，Sinisa Todorovic，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2017年 Inferring Human Attention by Learning Latent Intentions[55] Ping Wei ，Dan Xie，Nanning Zheng ，Song-Chun Zhu International Joint Conference on Artificial Intelligence 2017年 Jointly Recognizing Object Fluents and Tasks in Egocentric Videos[55] Yang Liu，Ping Wei ，Song-Chun Zhu International Conference on Computer Vision 2017年 Learning social affordance grammar from videos: Transferring human interactions to human-robot interactions[55] Tianmin Shu，Xiaofeng Gao，Michael S. Ryoo，Song-Chun Zhu IEEE International Conference on Robotics and Automation 2017年 Mining Object Parts from CNNs via Active Question-Answering[55] Quanshi Zhang，Ruiming Cao，Ying Nian Wu，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2018年 A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects[55] Yuanlu Xu，Lei Qin，Xiaobai Liu，Jianwen Xie，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2018年 Attribute And-Or Grammar for Joint Parsing of Human Pose， Parts and Attributes[55] Seyoung Park，Bruce Xiaohan Nie，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2018年 Examining CNN Representations With Respect to Dataset Bias[55] Quanshi Zhang，Wenguan Wang，Song-Chun Zhu AAAI Conference on Artificial Intelligence 2018年 Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction[55] Siyuan Qi，Baoxiong Jia，Song-Chun Zhu International Conference on Machine Learning 2018年 Intent-Aware Multi-Agent Reinforcement Learning[55] Siyuan Qi，Song-Chun Zhu IEEE International Conference on Robotics and Automation 2018年 Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar[55] Xiaobai Liu，Yibiao Zhao，Song-Chun Zhu Trans on Pattern Analysis and Machine Intelligence 2018年 Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks[55] Ping Wei ，Yang Liu，Tianmin Shu，Nanning Zheng ，Song-Chun Zhu IEEE Conference on Computer Vision and Pattern Recognition 2019年 A tale of two explanations: Enhancing human trust by explaining robot behavior[55] Mark Edmonds，Feng Gao 0013，Hangxin Liu，Xu Xie ，Siyuan Qi，Brandon Rothrock，Yixin Zhu，Ying Nian Wu，Hongjing Lu，Song-Chun Zhu Science Robotics 2019年 Learning Virtual Grasp with Failed Demonstrations via Bayesian Inverse Reinforcement Learning[55] Xu Xie ，Changyang Li，Chi Zhang 0017，Yixin Zhu，Song-Chun Zhu IEEERSJ International Conference on Intelligent Robots and Systems 2019年 MetaStyle: Three-Way Trade-off among Speed， Flexibility， and Quality in Neural Style Transfer[55] Chi Zhang 0017，Yixin Zhu，Song-Chun Zhu AAAI Conference on Artificial Intelligence 2019年 Self-Supervised Incremental Learning for Sound Source Localization in Complex Indoor Environment[55] Hangxin Liu，Zeyu Zhang ，Yixin Zhu，Song-Chun Zhu IEEE International Conference on Robotics and Automation 2019年 Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning[55] Lifeng Fan，Wenguan Wang，Song-Chun Zhu，Xinyu Tang，Siyuan Huang International Conference on Computer Vision 2019年 Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network[55] Xianglei Xing，Tian Han ，Ruiqi Gao，Song-Chun Zhu，Ying Nian Wu IEEE Conference on Computer Vision and Pattern Recognition 2020年 A Competence-Aware Curriculum for Visual Concepts Learning via Question Answering[55] Qing Li，Siyuan Huang，Yining Hong，Song-Chun Zhu European Conference on Computer Vision 2020年 A massively parallel and scalable multi-CPU material point method[55] Xinlei Wang，Yuxing Qiu，Stuart R. Slattery，Yu Fang，Minchen Li，Song-Chun Zhu，Yixin Zhu，Min Tang ，Dinesh Manocha，Chenfanfu Jiang ACM Transactions on Graphics 2020年 Congestion-aware Evacuation Routing using Augmented Reality Devices[55] Zeyu Zhang ，Hangxin Liu，Ziyuan Jiao，Yixin Zhu，Song-Chun Zhu IEEE International Conference on Robotics and Automation 2020年 Cooperative Training of Descriptor and Generator Networks[55] Jianwen Xie，Yang Lu，Ruiqi Gao，Song-Chun Zhu，Ying Nian Wu Trans on Pattern Analysis and Machine Intelligence 2020年 Graph-based Hierarchical Knowledge Representation for Robot Task Transfer from Virtual to Physical World[55] Zhenliang Zhang，Yixin Zhu，Song-Chun Zhu IEEERSJ International Conference on Intelligent Robots and Systems 2020年 “暗”，不止于“深”——迈向认知智能与类人常识的范式转换[56] 朱毅鑫，高涛，范丽凤，黄思远，Mark Edmonds，刘航欣，高枫，张驰，綦思源，吴英年，Joshua B.Tenenbaum，朱松纯 Engineering 2021年 Monocular 3D Pose Estimation via Pose Grammar and Data Augmentation[57] Xu Yuanlu，Wang Wenguan，Liu Tengyu，Liu Xiaobai，Xie Jianwen，Zhu Song-Chun IEEE Transactions on Pattern Analysis and Machine Intelligence 2021年 Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Conditional Learning[58] Xie Jianwen，Zheng Zilong，Fang Xiaolin，Zhu Song-Chun，Wu Ying Nian IEEE Transactions on Pattern Analysis and Machine Intelligence 2021年 Hierarchical Human Semantic Parsing with Comprehensive Part-Relation Modeling[59] Wang Wenguan，Zhou Tianfei，Qi Siyuan，Shen Jianbing，Zhu Song-Chun IEEE Transactions on Pattern Analysis and Machine Intelligence 2022年 Scene Reconstruction with Functional Objects for Robot Autonomy[60] Han Muzhi，Zhang Zeyu，Jiao Ziyuan，Xie Xu，Zhu Yixin，Zhu Song-Chun，Liu Hangxin International Journal of Computer Vision 2022年 Understanding Physical Effects for Effective Tool-Use[61] Zhang Zeyu，Jiao Ziyuan，Wang Weiqi，Zhu Yixin，Zhu Song-Chun，Liu Hangxin IEEE Robotics and Automation Letters 2022年 In situ bidirectional human-robot value alignment[62] Yuan Luyao，Gao Xiaofeng，Zheng Zilong，Edmonds Mark，Wu Ying Nian，Rossano Federico，Lu Hongjing，Zhu Yixin，Zhu Song-Chun Science Robotics 2022年 可解释工智能导论[63] 中文信息学报 2023年 袁路遥， 朱松纯 Engineering 2023年 Communicative Learning: A Unified Learning Formalism[65] Yuan Luyao，Zhu Song-Chun Engineering 2023年 Guest Editorial: Introduction to the Special Section on Graphs in Vision and Pattern Analysis[66] Bai Song，Torr Philip H.S，Krishna Ranjay，Li Fei-Fei，Gupta Abhinav， Zhu Song-Chun IEEE Transactions on Pattern Analysis and Machine Intelligence 2023年 Rearrange Indoor Scenes for Human-Robot Co-Activity[67] Wang Weiqi，Zhao Zihang，Jiao Ziyuan，Zhu Yixin，Zhu Song-Chun，Liu Hangxin 2023 IEEE International Conference on Robotics and Automation (ICRA) 2023年 Diffusion-based Generation， Optimization， and Planning in 3D Scenes[68] Huang Siyuan，Wang Zan，Li Puhao，Jia Baoxiong，Liu Tengyu，Zhu Yixin，Liang Wei，Zhu Song-Chun 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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