Robert Walecki

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 15

Top Topics

Expression Recognition

Joint Estimation

Generative Model

Top Venues

Frontiers Digit. Health

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Björn W. Schuller, Kam Star, Elnar Hajiyev, Maja Pantic
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 43 (3) (2021)
Yuanzhao Zhang, Robert Walecki, Joanne R. Winter, Felix J. S. Bragman, Sara Lourenco, Christopher Hart, Adam Baker, Yura Perov, Saurabh Johri
Applying Artificial Intelligence Methods for the Estimation of Disease Incidence: The Utility of Language Models. Frontiers Digit. Health 2 (2020)
Robert Walecki, Kostis Gourgoulias, Adam Baker, Chris Hart, Chris Lucas, Max Zwiessele, Albert Buchard, Maria Lomeli, Yura Perov, Saurabh Johri
Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs. CoRR (2019)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity. IEEE Trans. Affect. Comput. 10 (3) (2019)
Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Björn W. Schuller, Kam Star, Elnar Hajiyev, Maja Pantic
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. CoRR (2019)
Robert Walecki, Albert Buchard, Kostis Gourgoulias, Chris Hart, Maria Lomeli, Alexandre K. W. Navarro, Max Zwiessele, Yura Perov, Saurabh Johri
Universal Marginalizer for Amortised Inference and Embedding of Generative Models. CoRR (2018)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Variable-state Latent Conditional Random Field models for facial expression analysis. Image Vis. Comput. 58 (2017)
Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding. ICCV (2017)
Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation. CoRR (2017)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic
Deep Structured Learning for Facial Action Unit Intensity Estimation. CoRR (2017)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic
Deep Structured Learning for Facial Action Unit Intensity Estimation. CVPR (2017)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity. CVPR (2016)
Robert Walecki, Ognjen Rudovic, Maja Pantic, Vladimir Pavlovic, Jeffrey F. Cohn
A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity. CVPR Workshops (2016)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Variable-state latent conditional random fields for facial expression recognition and action unit detection. FG (2015)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection. CoRR (2015)