Raquel Urtasun

Proceedings of the IEEE International Conference on Computer Vision, 2013

Understanding High-Level Semantics by Modeling Traffic Patterns.

[BibT_eX]

[DOI]

Hongyi Zhang

Proceedings of the IEEE International Conference on Computer Vision, 2013

Box in the Box: Joint 3D Layout and Object Reasoning from Single Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Holistic Scene Understanding for 3D Object Detection with RGBD Cameras.

[BibT_eX]

[DOI]

Dahua Lin

Proceedings of the IEEE International Conference on Computer Vision, 2013

Robust Monocular Epipolar Flow Estimation.

[BibT_eX]

[DOI]

Koichiro Yamaguchi

David A. McAllester

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

Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs.

[BibT_eX]

[DOI]

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

A Sentence Is Worth a Thousand Pixels.

[BibT_eX]

[DOI]

Abhishek Sharma

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

Bottom-Up Segmentation for Top-Down Detection.

[BibT_eX]

[DOI]

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

Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization.

[BibT_eX]

[DOI]

Marcus A. Brubaker

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

2012

A Family of MCMC Methods on Implicitly Defined Manifolds.

[BibT_eX]

[DOI]

Marcus A. Brubaker

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Efficient Learning of Structured Predictors in General Graphical Models

[BibT_eX]

[DOI]

Tamir Hazan

CoRR, 2012

Multi-View Learning in the Presence of View Disagreement

[BibT_eX]

[DOI]

CoRR, 2012

Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model.

[BibT_eX]

[DOI]

Sven J. Dickinson

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Efficient Structured Prediction with Latent Variables for General Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Continuous Markov Random Fields for Robust Stereo Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Efficient Exact Inference for 3D Indoor Scene Understanding.

[BibT_eX]

[DOI]

Alexander G. Schwing

Proceedings of the Computer Vision - ECCV 2012, 2012

Beyond Feature Points: Structured Prediction for Monocular Non-rigid 3D Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Describing the scene as a whole: Joint object detection, scene classification and semantic segmentation.

[BibT_eX]

[DOI]

Jian Yao

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A constrained latent variable model.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Efficient structured prediction for 3D indoor scene understanding.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Are we ready for autonomous driving? The KITTI vision benchmark suite.

[BibT_eX]

[DOI]

Philip Lenz

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities.

[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

Joint 3D Estimation of Objects and Scene Layout.

[BibT_eX]

[DOI]

Christian Wojek

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

Convex Max-Product over Compact Sets for Protein Folding.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Machine Learning, 2011

Physically-based motion models for 3D tracking: A convex formulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Data-driven animation of hand-object interactions.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Supervised hierarchical Pitman-Yor process for natural scene segmentation.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Distributed message passing for large scale graphical models.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

A generative model for 3D urban scene understanding from movable platforms.

[BibT_eX]

[DOI]

Martin Lauer

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Factorized Orthogonal Latent Spaces.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Gaussian Processes for Object Categorization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

Approximated Structured Prediction for Learning Large Scale Graphical Models

[BibT_eX]

[DOI]

Tamir Hazan

CoRR, 2010

Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Sparse Coding for Learning Interpretable Spatio-Temporal Primitives.

[BibT_eX]

[DOI]

Taehwan Kim

Gregory Shakhnarovich

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction.

[BibT_eX]

[DOI]

Tamir Hazan

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Learning to Recognize Objects from Unseen Modalities.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Sufficient dimension reduction for visual sequence classification.

[BibT_eX]

[DOI]

Alex Shyr

Michael I. Jordan

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

Combining discriminative and generative methods for 3D deformable surface and articulated pose reconstruction.

[BibT_eX]

[DOI]

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

Efficient Large-Scale Stereo Matching.

[BibT_eX]

[DOI]

Martin Roser

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Non-linear matrix factorization with Gaussian processes.

[BibT_eX]

[DOI]

Neil D. Lawrence

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Rank priors for continuous non-linear dimensionality reduction.

[BibT_eX]

[DOI]

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

Co-training with noisy perceptual observations.

[BibT_eX]

[DOI]

Ashish Kapoor

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

2008

Topologically-constrained latent variable models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Sparse probabilistic regression for activity-independent human pose inference.

[BibT_eX]

[DOI]

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

Local deformation models for monocular 3D shape recovery.

[BibT_eX]

[DOI]

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

Unsupervised feature selection via distributed coding for multi-view object recognition.

[BibT_eX]

[DOI]

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

2007

Discriminative Gaussian process latent variable model for classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Active Learning with Gaussian Processes for Object Categorization.

[BibT_eX]

[DOI]

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

Modeling Human Locomotion with Topologically Constrained Latent Variable Models.

[BibT_eX]

[DOI]

Neil D. Lawrence

Proceedings of the Human Motion, 2007

Patch-Based Pose Inference with a Mixture of Density Estimators.

[BibT_eX]

[DOI]

David Demirdjian

Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

2006

Temporal motion models for monocular and multiview 3D human body tracking.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2006

3D People Tracking with Gaussian Process Dynamical Models.

[BibT_eX]

[DOI]

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

2005

Hierarchical implicit surface joint limits for human body tracking.

[BibT_eX]

[DOI]

Lorna Herda

Comput. Vis. Image Underst., 2005

Priors for People Tracking from Small Training Sets.

[BibT_eX]

[DOI]

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

Monocular 3D Tracking of the Golf Swing.

[BibT_eX]

[DOI]

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

Monocular 3-D Tracking of the Golf Swing.

[BibT_eX]

[DOI]

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

2004

Style-Based Motion Synthesis.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2004

3D Tracking for Gait Characterization and Recognition.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

3D Human Body Tracking Using Deterministic Temporal Motion Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

Hierarchical Implicit Surface Joint Limits to Constrain Video-Based Motion Capture.

[BibT_eX]

[DOI]

Lorna Herda