Ognjen (Oggi) Rudovic

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 13

Top Topics

Gaussian Process

Cohn Kanade Database

Top Venues

Publications

Ognjen (Oggi) Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar
Streaming on-Device Detection of Device Directed Speech from Voice and Touch-Based Invocation. ICASSP (2022)
Zhonghao Shi, Thomas R. Groechel, Shomik Jain, Kourtney Chima, Ognjen (Oggi) Rudovic, Maja J. Mataric
Toward Personalized Affect-Aware Socially Assistive Robot Tutors for Long-Term Interventions with Children with Autism. ACM Trans. Hum. Robot Interact. 11 (4) (2022)
Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization. ACII (2022)
Ognjen (Oggi) Rudovic
Personalized Machine Learning for Human-centered Machine Intelligence. MuSe @ ACM Multimedia (2020)
Ognjen (Oggi) Rudovic, Yuria Utsumi, Ricardo Guerrero, Kelly Peterson, Daniel Rueckert, Rosalind W. Picard
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes. MLHC (2019)
Ognjen (Oggi) Rudovic, Hae Won Park, John Busche, Björn W. Schuller, Cynthia Breazeal, Rosalind W. Picard
Personalized Estimation of Engagement From Videos Using Active Learning With Deep Reinforcement Learning. CVPR Workshops (2019)
Michael Feffer, Ognjen (Oggi) Rudovic, Rosalind W. Picard
A Mixture of Personalized Experts for Human Affect Estimation. MLDM (2) (2018)
Yuria Utsumi, Ognjen (Oggi) Rudovic, Kelly Peterson, Ricardo Guerrero, Rosalind W. Picard
Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13). EMBC (2018)
Weixuan Chen, Ognjen (Oggi) Rudovic, Rosalind W. Picard
GIFGIF+: Collecting emotional animated GIFs with clustered multi-task learning. ACII (2017)
Natasha Jaques, Ognjen (Oggi) Rudovic, Sara Taylor, Akane Sano, Rosalind W. Picard
Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation. AffComp@IJCAI (2017)
Cuong D. Tran, Ognjen (Oggi) Rudovic, Vladimir Pavlovic
Unsupervised domain adaptation with copula models. MLSP (2017)
Dianbo Liu, Fengjiao Peng, Ognjen (Oggi) Rudovic, Rosalind W. Picard
DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain. AffComp@IJCAI (2017)
Ognjen (Oggi) Rudovic
Machine learning for affective computing and its applications to automated measurement of human facial affect. MHS (2016)