Leonid Sigal

According to our database1, Leonid Sigal authored at least 110 papers between 2000 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2018
Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization.
IEEE Trans. Affective Computing, 2018

Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content.
IEEE Signal Process. Mag., 2018

Space-Time Tree Ensemble for Action Recognition and Localization.
International Journal of Computer Vision, 2018

Middle-Out Decoding.
CoRR, 2018

Learning to Separate Domains in Generalized Zero-Shot and Open Set Learning: a probabilistic perspective.
CoRR, 2018

Where and When to Look? Spatio-temporal Attention for Action Recognition in Videos.
CoRR, 2018

Semantic Feature Augmentation in Few-shot Learning.
CoRR, 2018

Text-to-Clip Video Retrieval with Early Fusion and Re-Captioning.
CoRR, 2018

Modular Generative Adversarial Networks.
CoRR, 2018

Probabilistic Video Generation using Holistic Attribute Control.
CoRR, 2018

LSTM stack-based Neural Multi-sequence Alignment TeCHnique (NeuMATCH).
CoRR, 2018

Joint Event Detection and Description in Continuous Video Streams.
CoRR, 2018

Modular Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Probabilistic Video Generation Using Holistic Attribute Control.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Do less and achieve more: Training CNNs for action recognition utilizing action images from the Web.
Pattern Recognition, 2017

Recent Advances in Zero-shot Recognition.
CoRR, 2017

Visual Reference Resolution using Attention Memory for Visual Dialog.
CoRR, 2017

Action Classification and Highlighting in Videos.
CoRR, 2017

Semi-Latent GAN: Learning to generate and modify facial images from attributes.
CoRR, 2017

Weakly-supervised Visual Grounding of Phrases with Linguistic Structures.
CoRR, 2017

Weakly-Supervised Spatial Context Networks.
CoRR, 2017

Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models.
CoRR, 2017

Predicting Personality from Book Preferences with User-Generated Content Labels.
CoRR, 2017

Learn How to Choose: Independent Detectors Versus Composite Visual Phrases.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Visual Reference Resolution using Attention Memory for Visual Dialog.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Non-parametric Structured Output Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Weakly-Supervised Visual Grounding of Phrases with Linguistic Structures.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Learning Language-Visual Embedding for Movie Understanding with Natural-Language.
CoRR, 2016

Learning to Generate Posters of Scientific Papers.
CoRR, 2016

Semi-supervised Vocabulary-informed Learning.
CoRR, 2016

Video Emotion Recognition with Transferred Deep Feature Encodings.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Harnessing Object and Scene Semantics for Large-Scale Video Understanding.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Activity Progression in LSTMs for Activity Detection and Early Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Semi-supervised Vocabulary-Informed Learning.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Real-time Physics-based Motion Capture with Sparse Sensors.
Proceedings of the 13th European Conference on Visual Media Production, 2016

Learning to Generate Posters of Scientific Papers.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Knowledge Transfer with Interactive Learning of Semantic Relationships.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
A perceptual control space for garment simulation.
ACM Trans. Graph., 2015

Cross-Domain Matching with Squared-Loss Mutual Information.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Hierarchical Maximum-Margin Clustering.
CoRR, 2015

Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder.
CoRR, 2015

Learning from Synthetic Data Using a Stacked Multichannel Autoencoder.
CoRR, 2015

Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization.
CoRR, 2015

Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web.
CoRR, 2015

Robust Classification by Pre-conditioned LASSO and Transductive Diffusion Component Analysis.
CoRR, 2015

Learning to Select and Order Vacation Photographs.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Family Member Identification from Photo Collections.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Discovering Collective Narratives of Theme Parks from Large Collections of Visitors' Photo Streams.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Learning from Synthetic Data Using a Stacked Multichannel Autoencoder.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Storyline Representation of Egocentric Videos with an Applications to Story-Based Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Space-time tree ensemble for action recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Expanding object detector's Horizon: Incremental learning framework for object detection in videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Joint photo stream and blog post summarization and exploration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Ranking and retrieval of image sequences from multiple paragraph queries.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Human Pose Estimation.
Computer Vision, A Reference Guide, 2014

Covariate Shift Adaptation for Discriminative 3D Pose Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso.
Neural Computation, 2014

Domain Adaptation for Structured Regression.
International Journal of Computer Vision, 2014

A Unified Semantic Embedding: Relating Taxonomies and Attributes.
CoRR, 2014

Nonparametric Clustering with Distance Dependent Hierarchies.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

A Unified Semantic Embedding: Relating Taxonomies and Attributes.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Parameterizing Object Detectors in the Continuous Pose Space.
Proceedings of the Computer Vision - ECCV 2014, 2014

Joint Summarization of Large-Scale Collections of Web Images and Videos for Storyline Reconstruction.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Dynamical Simulation Priors for Human Motion Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Canonical locality preserving Latent Variable Model for discriminative pose inference.
Image Vision Comput., 2013

Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization.
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

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

From Subcategories to Visual Composites: A Multi-level Framework for Object Detection.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Poselet Key-Framing: A Model for Human Activity Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Video-based 3D motion capture through biped control.
ACM Trans. Graph., 2012

Shared Kernel Information Embedding for Discriminative Inference.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation.
International Journal of Computer Vision, 2012

Human attributes from 3D pose tracking.
Computer Vision and Image Understanding, 2012

Dependence Maximizing Temporal Alignment via Squared-Loss Mutual Information
CoRR, 2012

High-Dimensional Feature Selection by Feature-Wise Non-Linear Lasso
CoRR, 2012

Multi-linear Data-Driven Dynamic Hair Model with Efficient Hair-Body Collision Handling.
Proceedings of the 2012 Eurographics/ACM SIGGRAPH Symposium on Computer Animation, 2012

No Bias Left behind: Covariate Shift Adaptation for Discriminative 3D Pose Estimation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Destination Flow for Crowd Simulation.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Social roles in hierarchical models for human activity recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Human Context: Modeling Human-Human Interactions for Monocular 3D Pose Estimation.
Proceedings of the Articulated Motion and Deformable Objects, 2012

2011
Motion capture from body-mounted cameras.
ACM Trans. Graph., 2011

Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines.
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 3D body pose using variational semi-parametric regression.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Articulated Pose Estimation and Tracking: Introduction.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

Benchmark Datasets for Pose Estimation and Tracking.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
Stable spaces for real-time clothing.
ACM Trans. Graph., 2010

HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human Motion.
International Journal of Computer Vision, 2010

Guest Editorial: State of the Art in Image- and Video-Based Human Pose and Motion Estimation.
International Journal of Computer Vision, 2010

Human Attributes from 3D Pose Tracking.
Proceedings of the Computer Vision, 2010

Dynamical binary latent variable models for 3D human pose tracking.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Latent Gaussian Mixture Regression for Human Pose Estimation.
Proceedings of the Computer Vision - ACCV 2010, 2010

Video-Based People Tracking.
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

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

Shared Kernel Information Embedding for discriminative inference.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Physical simulation for probabilistic motion tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Combined discriminative and generative articulated pose and non-rigid shape estimation.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Shining a Light on Human Pose: On Shadows, Shading and the Estimation of Pose and Shape.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Detailed Human Shape and Pose from Images.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Measure Locally, Reason Globally: Occlusion-sensitive Articulated Pose Estimation.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Predicting 3D People from 2D Pictures.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2004
Skin Color-Based Video Segmentation under Time-Varying Illumination.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Tracking Complex Objects Using Graphical Object Models.
Proceedings of the Complex Motion, First International Workshop, 2004

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

Gibbs Likelihoods for Bayesian Tracking.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

3D Human Limb Detection using Space Carving and Multi-View Eigen Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002
Implicit Probabilistic Models of Human Motion for Synthesis and Tracking.
Proceedings of the Computer Vision, 2002

2001
3D Hand Pose Reconstruction Using Specialized Mappings.
ICCV, 2001

2000
Estimation and Prediction of Evolving Color Distributions for Skin Segmentation under Varying Illumination.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000


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