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Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models


Mar 30, 2022
Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed H. Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed Tewfik

* Submitted to INTERSPEECH 2022 

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Streaming on-device detection of device directed speech from voice and touch-based invocation


Oct 09, 2021
Ognjen Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar


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Toward Personalized Affect-Aware Socially Assistive Robot Tutors in Long-Term Interventions for Children with Autism


Jan 30, 2021
Zhonghao Shi, Thomas R Groechel, Shomik Jain, Kourtney Chima, Ognjen Rudovic, Maja J Matarić


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Personalized Federated Deep Learning for Pain Estimation From Face Images


Jan 12, 2021
Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn Schuller, Daniel Rueckert, Jeffrey F. Cohn, Rosalind W. Picard

* 12 pages, 6 figures 

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Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach


Jun 07, 2019
Ognjen Rudovic, Meiru Zhang, Bjorn Schuller, Rosalind W. Picard


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Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes


Apr 19, 2019
Ognjen Rudovic, Yuria Utsumi, Ricardo Guerrero, Kelly Peterson, Daniel Rueckert, Rosalind W. Picard


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Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach


Oct 26, 2018
Behnam Gholami, Pritish Sahu, Ognjen Rudovic, Konstantinos Bousmalis, Vladimir Pavlovic

* 19 pages, 5 Figures, 5 Tables 

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Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy


Jun 19, 2018
Ognjen Rudovic, Jaeryoung Lee, Miles Dai, Bjorn Schuller, Rosalind Picard

* The paper has undergone a major revision and its content is outdated 

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Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13)


May 04, 2018
Yuria Utsumi, Ognjen Rudovic, Kelly Peterson, Ricardo Guerrero, Rosalind W. Picard

* International Engineering in Medicine and Biology Conference (EMBC) 2018 - accepted. 5 pages. arXiv admin note: text overlap with arXiv:1712.00181 

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Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression


May 04, 2018
Kelly Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard

* 13 pages 

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