Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach
Rudovic, O., Zhang, M, Schuller, B., Picard, R. "Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach", In 2019 International Conference on Multimodal Interaction (ICMI ’19), October 14–18, 2019, Suzhou, China. ACM, New York, NY, USA.
CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism
Rudovic, O., Utsumi, Y., Lee, J., Hernandez, J., Castello Ferrer, E., Schuller, B., Picard, R. "CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism." IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018).
Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy
Rudovic, O., Lee, J., Dai, M., Schuller, B. , Picard, R. W., " Personalized machine learning for robot perception of affect and engagement in autism therapy," Science Robotics, June 2018.
Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study
Rudovic, O., Lee, J., Mascarell-Maricic, L., Schuller, B., Picard, R. "Measuring Engagement in Robot-assisted Autism Therapy: A Cross-cultural Study," Frontiers in Robotics and AI, July 2017.