Streaming on-Device Detection of Device Directed Speech from Voice and Touch-Based Invocation
Rudovic, Ognjen Oggi, Bindal, Akanksha, Garg, Vineet, Simha, Pramod, Dighe, Pranay, Kajarekar, Sachin
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
Hernandez, Javier, McDuff, Daniel, Rudovic, Ognjen Oggi, Fung, Alberto, Czerwinski, Mary
Published in 2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII) (18.10.2022)
Published in 2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII) (18.10.2022)
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Conference Proceeding
Deep Structured Learning for Facial Action Unit Intensity Estimation
Walecki, Robert, Rudovic, Ognjen, Pavlovic, Vladimir, Schuller, Bjoern, Pantic, Maja
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis
Ruiz, Adria, Rudovic, Ognjen, Binefa, Xavier, Pantic, Maja
Published in IEEE transactions on image processing (01.08.2018)
Published in IEEE transactions on image processing (01.08.2018)
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Journal Article
CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism
Rudovic, Ognjen, Utsumi, Yuria, Lee, Jaeryoung, Hernandez, Javier, Ferrer, Eduardo Castello, Schuller, Bjorn, Picard, Rosalind W.
Published in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2018)
Published in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2018)
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Conference Proceeding
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding
Dieu Linh Tran, Walecki, Robert, Rudovic, Ognjen, Eleftheriadis, Stefanos, Schuller, Bjorn, Pantic, Maja
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
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Conference Proceeding
Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study
Rudovic, Ognjen, Lee, Jaeryoung, Mascarell-Maricic, Lea, Schuller, Björn W., Picard, Rosalind W.
Published in Frontiers in robotics and AI (27.07.2017)
Published in Frontiers in robotics and AI (27.07.2017)
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Journal Article
Personalized Estimation of Engagement From Videos Using Active Learning With Deep Reinforcement Learning
Rudovic, Ognjen, Park, Hae Won, Busche, John, Schuller, Bjorn, Breazeal, Cynthia, Picard, Rosalind W.
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2019)
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Conference Proceeding
Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13)
Utsumil, Yuria, Rudovicl, Ognjen Oggi, Petersonl, Kelly, Guerrero, Ricardo, Picardl, Rosalind W.
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
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Conference Proceeding
Journal Article
Unsupervised domain adaptation with copula models
Tran, Cuong D., Rudovic, Ognjen Oggi, Pavlovic, Vladimir
Published in 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2017)
Published in 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2017)
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Conference Proceeding
DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music
Sra, Misha, Vijayaraghavan, Prashanth, Rudovic, Ognjen, Maes, Pattie, Roy, Deb
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.07.2017)
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Conference Proceeding