• 4073 Citations
  • 27 h-Index
19962019
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Fingerprint Dive into the research topics where Vladimir Pavlovic is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 2 Similar Profiles
Bayesian networks Engineering & Materials Science
Classifiers Engineering & Materials Science
Hidden Markov models Engineering & Materials Science
Proteins Engineering & Materials Science
Computer vision Engineering & Materials Science
Human computer interaction Engineering & Materials Science
Labels Engineering & Materials Science
Time series Engineering & Materials Science

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Projects 2009 2012

Fish
Statistical methods
Physics
Students
Motion analysis

Research Output 1996 2019

1 Citation (Scopus)

Cartoonish sketch-based face editing in videos using identity deformation transfer

Zhao, L., Han, F., Peng, X., Zhang, X., Kapadia, M., Pavlovic, V. & Metaxas, D., Apr 1 2019, In : Computers and Graphics (Pergamon). 79, p. 58-68 11 p.

Research output: Contribution to journalArticle

Refining

Visibility Constrained Generative Model for Depth-Based 3D Facial Pose Tracking

Sheng, L., Cai, J., Cham, T. J., Pavlovic, V. & Ngan, K. N., Aug 1 2019, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 8, p. 1994-2007 14 p., 8502935.

Research output: Contribution to journalArticle

Generative Models
Visibility
Face
Occlusion
Pose Estimation
1 Citation (Scopus)

End-to-end learning for 3D facial animation from speech

Pham, H. X., Wang, Y. & Pavlovic, V., Oct 2 2018, ICMI 2018 - Proceedings of the 2018 International Conference on Multimodal Interaction. Association for Computing Machinery, Inc, p. 361-365 5 p. (ICMI 2018 - Proceedings of the 2018 International Conference on Multimodal Interaction).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Animation
Chemical activation
Experiments

The role of data-driven priors in multi-agent crowd trajectory estimation

Qiao, G., Yoon, S., Kapadia, M. & Pavlovic, V., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4710-4717 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Interpolation
Computational efficiency
Computational complexity
Experiments

Variational inference for Gaussian process models for survival analysis

Kim, M. & Pavlovic, V., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Globerson, A., Globerson, A. & Silva, R. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), p. 435-445 11 p. (34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hazards
Scalability
Sampling
Uncertainty