Song-Chun Zhu

CoRR, 2020

Weighted Entropy Modification for Soft Actor-Critic.

[BibT_eX]

[DOI]

Yizhou Zhao

CoRR, 2020

Vertical-Horizontal Structured Attention for Generating Music with Chords.

[BibT_eX]

[DOI]

CoRR, 2020

A Representational Model of Grid Cells Based on Matrix Lie Algebras.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Energy-based Model with Flow-based Backbone by Neural Transport MCMC.

[BibT_eX]

[DOI]

CoRR, 2020

Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense.

[BibT_eX]

[DOI]

CoRR, 2020

Generative PointNet: Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Emergence of Pragmatics from Referential Game between Theory of Mind Agents.

[BibT_eX]

[DOI]

CoRR, 2020

Actional-Perceptual Causality: Concepts and Inductive Learning for AI and Robotics.

[BibT_eX]

[DOI]

Seng-Beng Ho

Mark Edmonds

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Learning Latent Space Energy-Based Prior Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Human-Robot Interaction in a Shared Augmented Reality Workspace.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Graph-based Hierarchical Knowledge Representation for Robot Task Transfer from Virtual to Physical World.

[BibT_eX]

[DOI]

Zhenliang Zhang

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Congestion-aware Evacuation Routing using Augmented Reality Devices.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Joint Inference of States, Robot Knowledge, and Human (False-)Beliefs.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Structured Attention for Unsupervised Dialogue Structure Induction.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learning Multi-layer Latent Variable Model via Variational Optimization of Short Run MCMC for Approximate Inference.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

A Competence-Aware Curriculum for Visual Concepts Learning via Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Inducing Hierarchical Compositional Model by Sparsifying Generator Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Joint Training of Variational Auto-Encoder and Latent Energy-Based Model.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Words Aren't Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Theory-Based Causal Transfer: Integrating Instance-Level Induction and Abstract-Level Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines.

[BibT_eX]

[DOI]

Arjun R. Akula

Shuai Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A tale of two explanations: Enhancing human trust by explaining robot behavior.

[BibT_eX]

[DOI]

Sci. Robotics, 2019

Learning Deep Generative Models with Short Run Inference Dynamics.

[BibT_eX]

[DOI]

CoRR, 2019

Representation Learning: A Statistical Perspective.

[BibT_eX]

[DOI]

CoRR, 2019

X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks.

[BibT_eX]

[DOI]

CoRR, 2019

HUGE2: a Highly Untangled Generative-model Engine for Edge-computing.

[BibT_eX]

[DOI]

CoRR, 2019

On Learning Non-Convergent Short-Run MCMC Toward Energy-Based Model.

[BibT_eX]

[DOI]

Erik Nijkamp

CoRR, 2019

VRKitchen: an Interactive 3D Virtual Environment for Task-oriented Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Visual Discourse Parsing.

[BibT_eX]

[DOI]

Arjun R. Akula

CoRR, 2019

Learning Vector Representation of Content and Matrix Representation of Change: Towards a Representational Model of V1.

[BibT_eX]

[DOI]

CoRR, 2019

Multimodal Conditional Learning with Fast Thinking Policy-like Model and Slow Thinking Planner-like Model.

[BibT_eX]

[DOI]

CoRR, 2019

Inducing Sparse Coding and And-Or Grammar from Generator Network.

[BibT_eX]

[DOI]

Xianglei Xing

CoRR, 2019

Interpretable CNNs.

[BibT_eX]

[DOI]

CoRR, 2019

Explaining AlphaGo: Interpreting Contextual Effects in Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Perceptual Inference by Contrasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Virtual Grasp with Failed Demonstrations via Bayesian Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Self-Supervised Incremental Learning for Sound Source Localization in Complex Indoor Environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Robotics and Automation, 2019

High-Fidelity Grasping in Virtual Reality using a Glove-based System.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Robotics and Automation, 2019

Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare.

[BibT_eX]

[DOI]

Yuanlu Xu

Tony Tung

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Sparse Winograd Convolutional Neural Networks on Small-scale Systolic Arrays.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

Reasoning Visual Dialogs With Structural and Partial Observations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

RAVEN: A Dataset for Relational and Analogical Visual REasoNing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Natural Language Interaction with Explainable AI Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Explainable AI as Collaborative Task Solving.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Partitioning the Perception of Physical and Social Events Within a Unified Psychological Space.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Decomposing Human Causal Learning: Bottom-up Associative Learning and Top-down Schema Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

VRGym: a virtual testbed for physical and interactive AI.

[BibT_eX]

[DOI]

Proceedings of the ACM Turing Celebration Conference - China, 2019

MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer.

[BibT_eX]

[DOI]

Chi Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning Dynamic Generator Model by Alternating Back-Propagation through Time.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Recognizing Unseen Attribute-Object Pair with Generative Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Mirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Perception of Human Interaction Based on Motion Trajectories: From Aerial Videos to Decontextualized Animations.

[BibT_eX]

[DOI]

Top. Cogn. Sci., 2018

Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Attribute And-Or Grammar for Joint Parsing of Human Pose, Parts and Attributes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Visual interpretability for deep learning: a survey.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2018

Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2018

Mining deep And-Or object structures via cost-sensitive question-answer-based active annotations.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2018

Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model.

[BibT_eX]

[DOI]

CoRR, 2018

Explanatory Graphs for CNNs.

[BibT_eX]

[DOI]

CoRR, 2018

Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering.

[BibT_eX]

[DOI]

CoRR, 2018

Deeper Interpretability of Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Grid-like Units with Vector Representation of Self-Position and Matrix Representation of Self-Motion.

[BibT_eX]

[DOI]

CoRR, 2018

A Tale of Three Probabilistic Families: Discriminative, Descriptive and Generative Models.

[BibT_eX]

[DOI]

CoRR, 2018

Interactive Agent Modeling by Learning to Probe.

[BibT_eX]

[DOI]

CoRR, 2018

Deformable Generator Network: Unsupervised Disentanglement of Appearance and Geometry.

[BibT_eX]

[DOI]

CoRR, 2018

Unsupervised Learning of Neural Networks to Explain Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Network Transplanting.

[BibT_eX]

[DOI]

CoRR, 2018

Building a Telescope to Look Into High-Dimensional Image Spaces.

[BibT_eX]

[DOI]

Mitch Hill

Erik Nijkamp

CoRR, 2018

Interpreting CNNs via Decision Trees.

[BibT_eX]

[DOI]

CoRR, 2018

Spatially Perturbed Collision Sounds Attenuate Perceived Causality in 3D Launching Events.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Unsupervised Learning of Hierarchical Models for Hand-Object Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Intent-Aware Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Siyuan Qi

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Interactive Robot Knowledge Patching Using Augmented Reality.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction.

[BibT_eX]

[DOI]

Siyuan Qi

Baoxiong Jia

Proceedings of the 35th International Conference on Machine Learning, 2018

Learning Human-Object Interactions by Graph Parsing Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Interpretable Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Descriptor Networks for 3D Shape Synthesis and Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Human-Centric Indoor Scene Synthesis Using Stochastic Grammar.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Generative ConvNets via Multi-Grid Modeling and Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Inferring Shared Attention in Social Scene Videos.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Human Causal Transfer: Challenges for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Examining CNN Representations With Respect to Dataset Bias.

[BibT_eX]

[DOI]

Wenguan Wang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Interpreting CNN Knowledge via an Explanatory Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Scene-Centric Joint Parsing of Cross-View Videos.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Tracking Occluded Objects and Recovering Incomplete Trajectories by Reasoning About Containment Relations and Human Actions.

[BibT_eX]

[DOI]

Wei Liang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

The Martian: Examining Human Physical Judgments across Virtual Gravity Fields.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

Joint Image-Text News Topic Detection and Tracking by Multimodal Topic And-Or Graph.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Online Object Tracking, Learning and Parsing with And-Or Graphs.

[BibT_eX]

[DOI]

Yang Lu

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Modeling 4D Human-Object Interactions for Joint Event Segmentation, Recognition, and Object Localization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Learning Knowledge-guided Pose Grammar Machine for 3D Human Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Multi-grid Generative ConvNets by Minimal Contrastive Divergence.

[BibT_eX]

[DOI]

CoRR, 2017

A Causal And-Or Graph Model for Visibility Fluent Reasoning in Human-Object Interactions.

[BibT_eX]

[DOI]

CoRR, 2017

Joint Parsing of Cross-view Scenes with Spatio-temporal Semantic Parse Graphs.

[BibT_eX]

[DOI]

CoRR, 2017

A Cost-Sensitive Visual Question-Answer Framework for Mining a Deep And-OR Object Semantics from Web Images.

[BibT_eX]

[DOI]

CoRR, 2017

Interactively Transferring CNN Patterns for Part Localization.

[BibT_eX]

[DOI]

CoRR, 2017

Configurable, Photorealistic Image Rendering and Ground Truth Synthesis by Sampling Stochastic Grammars Representing Indoor Scenes.

[BibT_eX]

[DOI]

CoRR, 2017

A glove-based system for studying hand-object manipulation via joint pose and force sensing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Feeling the force: Integrating force and pose for fluent discovery through imitation learning to open medicine bottles.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Single-Image 3D Scene Parsing Using Geometric Commonsense.

[BibT_eX]

[DOI]

Chengcheng Yu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Inferring Human Attention by Learning Latent Intentions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Learning social affordance grammar from videos: Transferring human interactions to human-robot interactions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Predicting Human Activities Using Stochastic Grammar.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Monocular 3D Human Pose Estimation by Predicting Depth on Joints.

[BibT_eX]

[DOI]

Ping Wei

Proceedings of the IEEE International Conference on Computer Vision, 2017

Jointly Recognizing Object Fluents and Tasks in Egocentric Videos.

[BibT_eX]

[DOI]

Yang Liu

Ping Wei

Proceedings of the IEEE International Conference on Computer Vision, 2017

Mining Object Parts from CNNs via Active Question-Answering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet.

[BibT_eX]

[DOI]

Jianwen Xie

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Generative Hierarchical Learning of Sparse FRAME Models.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

CERN: Confidence-Energy Recurrent Network for Group Activity Recognition.

[BibT_eX]

[DOI]

Tianmin Shu

Sinisa Todorovic

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Inferring Hidden Statuses and Actions in Video by Causal Reasoning.

[BibT_eX]

[DOI]

Amy Sue Fire

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Learning Human Utility from Video Demonstrations for Deductive Planning in Robotics.

[BibT_eX]

[DOI]

Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

Inferring Human Interaction from Motion Trajectories in Aerial Videos.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Visuomotor Adaptation and Sensory Recalibration in Reversed Hand Movement Task.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Consistent Probabilistic Simulation Underlying Human Judgment in Substance Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Inferring Context Through Scene Understanding.

[BibT_eX]

[DOI]

Michael Walton

Doug Lange

Proceedings of the 2017 AAAI Spring Symposia, 2017

Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Alternating Back-Propagation for Generator Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Learning Perceptual Causality from Video.

[BibT_eX]

[DOI]

Amy Sue Fire

ACM Trans. Intell. Syst. Technol., 2016

A Reconfigurable Tangram Model for Scene Representation and Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Learning And-Or Model to Represent Context and Occlusion for Car Detection and Viewpoint Estimation.

[BibT_eX]

[DOI]

Bo Li

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Multi-Shot Mining Semantic Part Concepts in CNNs.

[BibT_eX]

[DOI]

CoRR, 2016

Synthesizing Dynamic Textures and Sounds by Spatial-Temporal Generative ConvNet.

[BibT_eX]

[DOI]

Jianwen Xie

CoRR, 2016

Modeling and Inferring Human Intents and Latent Functional Objects for Trajectory Prediction.

[BibT_eX]

[DOI]

CoRR, 2016

Cooperative Training of Descriptor and Generator Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Attribute And-Or Grammar for Joint Parsing of Human Attributes, Part and Pose.

[BibT_eX]

[DOI]

CoRR, 2016

Learning Generative ConvNet with Continuous Latent Factors by Alternating Back-Propagation.

[BibT_eX]

[DOI]

CoRR, 2016

Evaluating physical quantities and learning human utilities from RGBD videos.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016, 2016

A virtual reality platform for dynamic human-scene interaction.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016, 2016

Grounded Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Inferring human intent from video by sampling hierarchical plans.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Learning Social Affordance for Human-Robot Interaction.

[BibT_eX]

[DOI]

Tianmin Shu

Michael S. Ryoo

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

What Is Where: Inferring Containment Relations from Videos.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Robot learning with a spatial, temporal, and causal and-or graph.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

A Theory of Generative ConvNet.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Inferring Forces and Learning Human Utilities from Videos.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multi-view People Tracking via Hierarchical Trajectory Composition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Recognizing Car Fluents from Video.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Critical Features of Joint Actions that Signal Human Interaction.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Probabilistic Simulation Predicts Human Performance on Viscous Fluid-Pouring Problem.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Learning FRAME Models Using CNN Filters.

[BibT_eX]

[DOI]

Yang Lu

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Task Learning through Visual Demonstration and Situated Dialogue.

[BibT_eX]

[DOI]

Proceedings of the Symbiotic Cognitive Systems, 2016

2015

And-Or Graph Face Model and Its Applications in Artistic Sketching and Aging Simulation.

[BibT_eX]

[DOI]

Jin-Li Suo

Qionghai Dai

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Learning Near-Optimal Cost-Sensitive Decision Policy for Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning Hierarchical Space Tiling for Scene Modeling, Parsing and Attribute Tagging.

[BibT_eX]

[DOI]

Shuo Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning 3D Object Templates by Quantizing Geometry and Appearance Spaces.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Video Primal Sketch: A Unified Middle-Level Representation for Video.

[BibT_eX]

[DOI]

Zhi Han

Zongben Xu

J. Math. Imaging Vis., 2015

Scene Understanding by Reasoning Stability and Safety.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Learning Sparse FRAME Models for Natural Image Patterns.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Learning And-Or Models to Represent Context and Occlusion for Car Detection and Viewpoint Estimation.

[BibT_eX]

[DOI]

Bo Li

CoRR, 2015

A Restricted Visual Turing Test for Deep Scene and Event Understanding.

[BibT_eX]

[DOI]

CoRR, 2015

Learning FRAME Models Using CNN Filters for Knowledge Visualization.

[BibT_eX]

[DOI]

Yang Lu

CoRR, 2015

Joint Image-Text News Topic Detection and Tracking with And-Or Graph Representation.

[BibT_eX]

[DOI]

CoRR, 2015

Mining And-Or Graphs for Graph Matching and Object Discovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Automated Facial Trait Judgment and Election Outcome Prediction: Social Dimensions of Face.

[BibT_eX]

[DOI]

Jungseock Joo

Francis F. Steen

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Understanding tools: Task-oriented object modeling, learning and recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Joint inference of groups, events and human roles in aerial videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Joint action recognition and pose estimation from video.

[BibT_eX]

[DOI]

Caiming Xiong

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Evaluating Human Cognition of Containing Relations with Physical Simulation.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Represent and Infer Human Theory of Mind for Human-Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

A Unified Framework for Human-Robot Knowledge Transfer.

[BibT_eX]

[DOI]

Nishant Shukla

Caiming Xiong

Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

2014

Animated Pose Templates for Modeling and Detecting Human Actions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Joint Video and Text Parsing for Understanding Events and Answering Queries.

[BibT_eX]

[DOI]

IEEE Multim., 2014

Mapping Energy Landscapes of Non-Convex Learning Problems.

[BibT_eX]

[DOI]

Kewei Tu

CoRR, 2014

Detecting potential falling objects by inferring human action and natural disturbance.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Mapping the Energy Landscape of Non-convex Optimization Problems.

[BibT_eX]

[DOI]

Kewei Tu

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Integrating Context and Occlusion for Car Detection by Hierarchical And-Or Model.

[BibT_eX]

[DOI]

Bo Li

Proceedings of the Computer Vision - ECCV 2014, 2014

Learning Inhomogeneous FRAME Models for Object Patterns.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Cross-View Action Modeling, Learning, and Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Single-View 3D Scene Parsing by Attributed Grammar.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Visual Persuasion: Inferring Communicative Intents of Images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Unsupervised Learning of Dictionaries of Hierarchical Compositional Models.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Video Stylization: Painterly Rendering and Optimization With Content Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2013

Abstract painting with interactive control of perceptual entropy.

[BibT_eX]

[DOI]

ACM Trans. Appl. Percept., 2013

Learning AND-OR Templates for Object Recognition and Detection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Learning and parsing video events with goal and intent prediction.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2013

Unsupervised Structure Learning of Stochastic And-Or Grammars.

[BibT_eX]

[DOI]

Kewei Tu

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Inferring "Dark Matter" and "Dark Energy" from Videos.

[BibT_eX]

[DOI]

Dan Xie

Sinisa Todorovic

Proceedings of the IEEE International Conference on Computer Vision, 2013

Modeling 4D Human-Object Interactions for Event and Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Concurrent Action Detection with Structural Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Modeling Occlusion by Discriminative AND-OR Structures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Human Attribute Recognition by Rich Appearance Dictionary.

[BibT_eX]

[DOI]

Jungseock Joo

Shuo Wang

Proceedings of the IEEE International Conference on Computer Vision, 2013

Cosegmentation and Cosketch by Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Monte Carlo Tree Search for Scheduling Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Scene Parsing by Integrating Function, Geometry and Appearance Models.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Weakly Supervised Learning for Attribute Localization in Outdoor Scenes.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Discriminatively Trained And-Or Tree Models for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Integrating Grammar and Segmentation for Human Pose Estimation.

[BibT_eX]

[DOI]

Brandon Rothrock

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Using Causal Induction in Humans to Learn and Infer Causality from Video.

[BibT_eX]

[DOI]

Amy Sue Fire

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Rates for Inductive Learning of Compositional Models.

[BibT_eX]

[DOI]

Proceedings of the Learning Rich Representations from Low-Level Sensors, 2013

Structure vs. Appearance and 3D vs. 2D? A Numeric Answer.

[BibT_eX]

[DOI]

Proceedings of the Shape Perception in Human and Computer Vision, 2013

Erratum to: Artistic Rendering of Portraits.

[BibT_eX]

[DOI]

Proceedings of the Image and Video-Based Artistic Stylisation, 2013

Artistic Rendering of Portraits.

[BibT_eX]

[DOI]

Proceedings of the Image and Video-Based Artistic Stylisation, 2013

2012

Background modeling by subspace learning on spatio-temporal patches.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Learning Hybrid Image Templates (HIT) by Information Projection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Intrackability: Characterizing Video Statistics and Pursuing Video Representations.

[BibT_eX]

[DOI]

Haifeng Gong

Int. J. Comput. Vis., 2012

Learning reconfigurable scene representation by tangram model.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Reconfigurable templates for robust vehicle detection and classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Hierarchical Space Tiling for Scene Modeling.

[BibT_eX]

[DOI]

Shuo Wang

Proceedings of the Computer Vision, 2012

2011

C<sup>4</sup>: Exploring Multiple Solutions in Graphical Models by Cluster Sampling.

[BibT_eX]

[DOI]

Jacob Porway

IEEE Trans. Pattern Anal. Mach. Intell., 2011

A Numerical Study of the Bottom-Up and Top-Down Inference Processes in And-Or Graphs.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2011

Customizing painterly rendering styles using stroke processes.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Non-Photorealistic Animation and Rendering, 2011

Portrait painting using active templates.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Non-Photorealistic Animation and Rendering, 2011

Image Parsing with Stochastic Scene Grammar.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Inferring social roles in long timespan video sequence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Unsupervised learning of stochastic AND-OR templates for object modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Human parsing using stochastic and-or grammars and rich appearances.

[BibT_eX]

[DOI]

Brandon Rothrock

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Unsupervised learning of event AND-OR grammar and semantics from video.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Parsing video events with goal inference and intent prediction.

[BibT_eX]

[DOI]

Mingtao Pei

Yunde Jia

Proceedings of the IEEE International Conference on Computer Vision, 2011

Image representation by active curves.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Video Primal Sketch: A generic middle-level representation of video.

[BibT_eX]

[DOI]

Zhi Han

Zongben Xu

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Learning explicit and implicit visual manifolds by information projection.

[BibT_eX]

[DOI]

Kent Shi

Pattern Recognit. Lett., 2010

I2T: Image Parsing to Text Description.

[BibT_eX]

[DOI]

Proc. IEEE, 2010

A Compositional and Dynamic Model for Face Aging.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Layered Graph Matching with Composite Cluster Sampling.

[BibT_eX]

[DOI]

Liang Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Learning Active Basis Model for Object Detection and Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

A Hierarchical and Contextual Model for Aerial Image Parsing.

[BibT_eX]

[DOI]

Jake Porway

Qiongchen Wang

Int. J. Comput. Vis., 2010

Sisley the abstract painter.

[BibT_eX]

[DOI]

Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering, 2010

Painterly animation using video semantics and feature correspondence.

[BibT_eX]

[DOI]

Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering, 2010

CO3 for ultra-fast and accurate interactive segmentation.

[BibT_eX]

[DOI]

Siwei Luo

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Artistic paper-cut of human portraits.

[BibT_eX]

[DOI]

Meng Meng

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Learning Artistic Lighting Template from Portrait Photographs.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Learning a probabilistic model mixing 3D and 2D primitives for view invariant object recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Discovering scene categories by information projection and cluster sampling.

[BibT_eX]

[DOI]

Dengxin Dai

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

And-Or Graph Model for Faces.

[BibT_eX]

[DOI]

Feng Min

Jin-Li Suo

Proceedings of the Encyclopedia of Biometrics, 2009

From image parsing to painterly rendering.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2009

Bottom-Up/Top-Down Image Parsing with Attribute Grammar.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Learning deformable action templates from cluttered videos.

[BibT_eX]

[DOI]

Benjamin Z. Yao

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Evaluating information contributions of bottom-up and top-down processes.

[BibT_eX]

[DOI]

Xiong Yang

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Learning mixed templates for object recognition.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Trajectory parsing by cluster sampling in spatio-temporal graph.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Layered graph matching by composite cluster sampling with collaborative and competitive interactions.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Flow mosaicking: Real-time pedestrian counting without scene-specific learning.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

A Hierarchical Compositional Model for Face Representation and Sketching.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Perceptual Scale-Space and Its Applications.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2008

Design sparse features for age estimation using hierarchical face model.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Learning a scene contextual model for tracking and abnormality detection.

[BibT_eX]

[DOI]

Benjamin Z. Yao

Liang Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

A hierarchical and contextual model for aerial image understanding.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

SAVE: A framework for semantic annotation of visual events.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

An integrated background model for video surveillance based on primal sketch and 3D scene geometry.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Statistical Principles in Image Modeling.

[BibT_eX]

[DOI]

Technometrics, 2007

A Two-Level Generative Model for Cloth Representation and Shape from Shading.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Primal sketch: Integrating structure and texture.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2007

Deformable Template As Active Basis.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

An Empirical Study of Object Category Recognition: Sequential Testing with Generalized Samples.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Introduction to a Large-Scale General Purpose Ground Truth Database: Methodology, Annotation Tool and Benchmarks.

[BibT_eX]

[DOI]

Benjamin Z. Yao

Xiong Yang

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Object Category Recognition Using Generative Template Boosting.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

An Automatic Portrait System Based on And-Or Graph Representation.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Dynamic Feature Cascade for Multiple Object Tracking with Trackability Analysis.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Bayesian Inference for Layer Representation with Mixed Markov Random Field.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Compositional Boosting for Computing Hierarchical Image Structures.

[BibT_eX]

[DOI]

Gui-Song Xia

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Multi-Resolution Dynamic Model for Face Aging Simulation.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Mapping Natural Image Patches by Explicit and Implicit Manifolds.

[BibT_eX]

[DOI]

Kent Shi

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Layered Graph Match with Graph Editing.

[BibT_eX]

[DOI]

Liang Lin

Yongtian Wang

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

A Generative Sketch Model for Human Hair Analysis and Synthesis.

[BibT_eX]

[DOI]

Hong Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Parsing Images into Regions, Curves, and Curve Groups.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2006

A Stochastic Grammar of Images.

[BibT_eX]

[DOI]

Found. Trends Comput. Graph. Vis., 2006

Composite Templates for Cloth Modeling and Sketching.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

What are Textons?

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2005

Image Parsing: Unifying Segmentation, Detection, and Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2005

Perceptual Scale Space and its Applications.

[BibT_eX]

[DOI]

Siavosh Bahrami

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Bottom-up/Top-Down Image Parsing by Attribute Graph Grammar.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Incorporating Visual Knowledge Representation in Stereo Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

A High Resolution Grammatical Model for Face Representation and Sketching.

[BibT_eX]

[DOI]

Zijian Xu

Hong Chen

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Cloth Representation by Shape from Shading with Shading Primitives.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

A Generative Model of Human Hair for Hair Sketching.

[BibT_eX]

[DOI]

Hong Chen

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Analysis and Synthesis of Textured Motion: Particles and Waves.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Range Image Segmentation by an Effective Jump-Diffusion Method.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2004

On the Relationship Between Image and Motion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

Modeling Complex Motion by Tracking and Editing Hidden Markov Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Automatic Single View Building Reconstruction by Integrating Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Information Scaling Laws in Natural Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Multigrid and Multi-Level Swendsen-Wang Cuts for Hierarchic Graph Partition.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Statistical Modeling and Conceptualization of Visual Patterns.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Statistical Edge Detection: Learning and Evaluating Edge Cues.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Modeling Visual Patterns by Integrating Descriptive and Generative Methods.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2003

Modeling Textured Motion : Particle, Wave and Sketch.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Towards a Mathematical Theory of Primal Sketch and Sketchability.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

A Multi-scale Generative Model for Animate Shapes and Parts.

[BibT_eX]

[DOI]

Aleksandr Dubinskiy

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Graph Partition by Swendsen-Wang Cuts.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Bayesian Reconstruction of 3D Shapes and Scenes From A Single Image.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE 1st International Workshop on Higher-Level Knowledge in 3D Modeling and Motion Analysis (HLK 2003), 2003

2002

Learning in Gibbsian Fields: How Accurate and How Fast Can It Be?

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Image Segmentation by Data-Driven Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

What Are Textons?

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

Statistical Modeling of Texture Sketch.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

A Generative Method for Textured Motion: Analysis and Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

Parsing Images into Region and Curve Processes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

A Stochastic Algorithm for 3D Scene Segmentation and Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

2001

Introduction by Guest Editors.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2001

Order Parameters for Detecting Target Curves in Images: When Does High Level Knowledge Help?

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2001

Image Segmentation by Data Driven Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Heung-Yeung Shum

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Learning Inhomogeneous Gibbs Model of Faces by Minimax Entropy.

[BibT_eX]

[DOI]

Ce Liu

Heung-Yeung Shum

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Visual Learning by Integrating Descriptive and Generative Methods.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Example-Based Facial Sketch Generation with Non-parametric Sampling.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000

Exploring Texture Ensembles by Efficient Markov Chain Monte Carlo-Toward a 'Trichromacy' Theory of Texture.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2000

Guest Editorial: Statistical and Computational Theories of Vision: Modeling, Learning, Sampling and Computing, Part I.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2000

Equivalence of Julesz Ensembles and FRAME Models.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2000

Integrating Bottom-Up/Top-Down for Object Recognition by Data Driven Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Rong Zhang

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Order Parameters for Minimax Entropy Distributions: When Does High Level Knowledge Help?

[BibT_eX]

[DOI]

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

Embedding Gestalt Laws in Markov Random Fields.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1999

Stochastic Jump-Diffusion Process for Computing Medial Axes in Markov Random Fields.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1999

From local features to global perception - A perspective of Gestalt psychology from Markov random field theory.

[BibT_eX]

[DOI]

Neurocomputing, 1999

Equivalence of Julesz and Gibbs Texture Ensembles.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Vision, 1999

Fundamental Bounds on Edge Detection: An Information Theoretic Evaluation of Different Edge Cues.

[BibT_eX]

[DOI]

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 1998

GRADE: Gibbs Reaction and Diffusion Equation.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Stochastic Computation of Medial Axis in Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997

Prior Learning and Gibbs Reaction-Diffusion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Minimax Entropy Principle and Its Application to Texture Modeling.

[BibT_eX]

[DOI]

Neural Comput., 1997

Modeling images and textures by minimax entropy.

[BibT_eX]

[DOI]

Proceedings of the Human Vision and Electronic Imaging II, 1997

Learning Generic Prior Models for Visual Computation.

[BibT_eX]

[DOI]

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996

Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1996

FORMS: A flexible object recognition and modelling system.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 1996

FRAME: Filters, Random fields, and Minimax Entropy - Towards a Unified Theory for Texture Modeling.

[BibT_eX]

[DOI]

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995

Region Competition: Unifying Snakes, Region Growing, Energy/Bayes/MDL for Multi-band Image Segmentation.

[BibT_eX]

[DOI]

Tai Sing Lee

Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994

A Framework for Shape Representation and Recognition.

[BibT_eX]

[DOI]