Vladimir Pavlovic
Orcid: 0000-0003-3979-1236Affiliations:
- Rutgers University, USA
According to our database1,
Vladimir Pavlovic
authored at least 201 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on seqamlab.com
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2023
IEEE Trans. Vis. Comput. Graph., April, 2023
D<sup>2</sup>F2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Identifying Multimodal Context Awareness Requirements for Supporting User Interaction with Procedural Videos.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
2022
IEEE Trans. Affect. Comput., 2022
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation.
CoRR, 2022
An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction.
CoRR, 2022
A2X: An end-to-end framework for assessing agent and environment interactions in multimodal human trajectory prediction.
Comput. Graph., 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 26th Conference on Computational Natural Language Learning, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Reducing the Amortization Gap in Variational Autoencoders: A Bayesian Random Function Approach.
CoRR, 2021
Proceedings of the Computational Theory of Mind for Human-Machine Teams, 2021
Learning Disentangled Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Cross-modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Subspace Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
A2X: An Agent and Environment Interaction Benchmark for Multimodal Human Trajectory Prediction.
Proceedings of the MIG '21: Motion, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Multi-attribute Pizza Generator: Cross-domain Attribute Control with Conditional StyleGAN.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Guest Editorial Special Issue on Structured Multi-Output Learning: Modeling, Algorithm, Theory, and Applications.
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Image Process., 2020
Private-Shared Disentangled Multimodal VAE for Learning of Hybrid Latent Representations.
CoRR, 2020
Cross-modal Retrieval and Synthesis (X-MRS): Closing the modality gap in shared subspace.
CoRR, 2020
Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach.
CoRR, 2020
Predicting Crowd Egress and Environment Relationships to Support Building Design Optimization.
Comput. Graph., 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Ordinal-Content VAE: Isolating Ordinal-Valued Content Factors in Deep Latent Variable Models.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity.
IEEE Trans. Affect. Comput., 2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Comput. Graph., 2019
Proceedings of the 5th International Workshop on Multimedia Assisted Dietary Management, 2019
Proceedings of the Motion, Interaction and Games, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Sequential Dependence and Non-linearity in Affective Responses: a Skin Conductance Example.
Proceedings of the Workshop on Artificial Intelligence in Affective Computing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network.
CoRR, 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
J. Electronic Imaging, 2017
Variable-state Latent Conditional Random Field models for facial expression analysis.
Image Vis. Comput., 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Characterizing the relationship between environment layout and crowd movement using machine learning.
Proceedings of the Tenth International Conference on Motion in Games, 2017
PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories.
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Speech-Driven 3D Facial Animation with Implicit Emotional Awareness: A Deep Learning Approach.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the Social Signal Processing, 2017
2016
Knowl. Inf. Syst., 2016
Filling in the blanks: reconstructing microscopic crowd motion from multiple disparate noisy sensors.
Proceedings of the 2016 IEEE Winter Applications of Computer Vision Workshops, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
A shape preserving approach for salient object detection using convolutional neural networks.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Robust Real-Time 3D Face Tracking from RGBD Videos under Extreme Pose, Depth, and Expression Variation.
Proceedings of the Fourth International Conference on 3D Vision, 2016
2015
Context-Sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units.
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Variable-state latent conditional random fields for facial expression recognition and action unit detection.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
2014
Dynamic Probabilistic CCA for Analysis of Affective Behavior and Fusion of Continuous Annotations.
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Proceedings of the 1st ACM International Workshop on Human Centered Event Understanding from Multimedia, 2014
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
Proceedings of the ACM Multimedia Conference, 2013
Automatic Pain Intensity Estimation with Heteroscedastic Conditional Ordinal Random Fields.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Context-Sensitive Conditional Ordinal Random Fields for Facial Action Intensity Estimation.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
2012
Proceedings of the 4th Asian Conference on Machine Learning, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
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
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Kernel Conditional Ordinal Random Fields for Temporal Segmentation of Facial Action Units.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Multi-output Laplacian dynamic ordinal regression for facial expression recognition and intensity estimation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the British Machine Vision Conference, 2012
2011
Prediction of Protein Functions with Gene Ontology and Interspecies Protein Homology Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Data Min. Knowl. Discov., 2011
Recipe Generation from Small Samples: Incorporating an Improved Weighted Kernel Regression with Correlation Factor.
Proceedings of the Software Engineering and Computer Systems, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the Second Eastern European Regional Conference on the Engineering of Computer Based Systems, 2011
2010
Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Structured Output Ordinal Regression for Dynamic Facial Emotion Intensity Prediction.
Proceedings of the Computer Vision, 2010
A Non-linear Function Approximation from Small Samples Based on Nadaraya-Watson Kernel Regression.
Proceedings of the Second International Conference on Computational Intelligence, 2010
2009
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Covariance Operator Based Dimensionality Reduction with Extension to Semi-Supervised Settings.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Efficient use of unlabeled data for protein sequence classification: a comparative study.
BMC Bioinform., 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
2008
Protein homology detection with biologically inspired features and interpretable statistical models.
Int. J. Data Min. Bioinform., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008
Integrative Protein Function Transfer Using Factor Graphs and Heterogeneous Data Sources.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
On the Role of Local Matching for Efficient Semi-supervised Protein Sequence Classification.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
2007
Proceedings of the Applied Graph Theory in Computer Vision and Pattern Recognition, 2007
Comput. Vis. Image Underst., 2007
Proceedings of the Algorithms in Bioinformatics, 7th International Workshop, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Machine Learning, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
EURASIP J. Adv. Signal Process., 2006
Protein classification using probabilistic chain graphs and the Gene Ontology structure.
Bioinform., 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
IEEE Trans. Circuits Syst. II Express Briefs, 2005
Efficient discriminative learning of Bayesian network classifier via boosted augmented naive Bayes.
Proceedings of the Machine Learning, 2005
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
A Hybrid Framework for Image Segmentation Using Probabilistic Integration of Heterogeneous Constraints.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004
2003
Proc. IEEE, 2003
Guest Editors' Introduction to the Special Section on Graphical Models in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Bioinform., 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2000
IEEE Computer Graphics and Applications, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Advances in Multimodal Interfaces, 2000
A Dynamic Bayesian Network Approach to Tracking Using Learned Switching Dynamic Models.
Proceedings of the Hybrid Systems: Computation and Control, Third International Workshop, 2000
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
Dynamic Bayesian Networks for Information Fusion With Applications to Human-Computer Interfaces
PhD thesis, 1999
IEEE Trans. Signal Process., 1999
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
IEEE Trans. Pattern Anal. Mach. Intell., 1997
Integration of Audio/Visual Information for Use in Human-Computer Intelligent Interaction.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the 1997 International Conference on Application-Specific Systems, 1997
1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Transform image coding based on joint adaptation of filter banks and tree structures.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Invited Speech: "Gestural Interface to a visual computing Environment for Molecular biologists".
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996