278 citations · 447 across the 23 of their papers we have counts for
4 papers · 1 filter
Streaming on-device detection of device directed speech from voice and touch-based invocation
Ognjen Rudovic, Akanksha Bindal, Vineet Garg +3
When interacting with smart devices such as mobile phones or wearables, the user typically invokes a virtual assistant (VA) by saying a keyword or by pressing a button on the devic…
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
Javier Hernandez, Daniel McDuff, Ognjen +3
Facial action unit recognition has many applications from market research to psychotherapy and from image captioning to entertainment. Despite its recent progress, deployment of th…
Toward Personalized Affect-Aware Socially Assistive Robot Tutors in Long-Term Interventions for Children with Autism
Zhonghao Shi, Thomas R Groechel, Shomik Jain +3
Affect-aware socially assistive robotics (SAR) has shown great potential for augmenting interventions for children with autism spectrum disorders (ASD). However, current SAR cannot…
Personalized Federated Deep Learning for Pain Estimation From Face Images
Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang +4
Standard machine learning approaches require centralizing the users' data in one computer or a shared database, which raises data privacy and confidentiality concerns. Therefore, l…