| 2024 | Interspeech | Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness. | Sai Srujana Buddi, Satyam Kumar, Utkarsh Oggy Sarawgi, Vineet Garg, Shivesh Ranjan, Ognjen Rudovic, Ahmed Hussen Abdelaziz, Saurabh Adya |
| 2024 | Interspeech | Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection. | Shruti Palaskar, Ognjen Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik |
| 2022 | Interspeech | Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. | Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik |
| 2019 | ICMI | Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach. | Ognjen Rudovic, Meiru Zhang, Bjrn W. Schuller, Rosalind W. Picard |
| 2019 | IJCAI | Sequential Dependence and Non-linearity in Affective Responses: a Skin Conductance Example. | Mihee Lee, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic |
| 2018 | IROS | CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism. | Ognjen Rudovic, Yuria Utsumi, Jaeryoung Lee, Javier Hernandez, Eduardo Castell Ferrer, Bjrn W. Schuller, Rosalind W. Picard |
| 2017 | CVPR | Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions. | Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard |
| 2017 | CVPR | DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music. | Misha Sra, Prashanth Vijayaraghavan, Ognjen Rudovic, Pattie Maes, Deb Roy |
| 2017 | CVPR | Deep Structured Learning for Facial Action Unit Intensity Estimation. | Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Bjrn W. Schuller, Maja Pantic |
| 2017 | HRI | NAO-Dance Therapy for Children with ASD. | Ryo Suzuki, Jaeryoung Lee, Ognjen Rudovic |
| 2017 | ICCV | PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories. | Behnam Gholami, Ognjen Rudovic, Vladimir Pavlovic |
| 2017 | ICCV | DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding. | Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Bjrn W. Schuller, Maja Pantic |
| 2016 | ACCV | Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. | Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic |
| 2016 | ACCV | Multi-Instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. | Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic |
| 2016 | CVPR | Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. | Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic |
| 2016 | CVPR | Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity. | Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic |
| 2016 | CVPR | A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity. | Robert Walecki, Ognjen Rudovic, Maja Pantic, Vladimir Pavlovic, Jeffrey F. Cohn |
| 2016 | ICPR | Multi-modal Neural Conditional Ordinal Random Fields for agreement level estimation. | Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic |
| 2015 | ACII | Neural conditional ordinal random fields for agreement level estimation. | Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic |
| 2015 | ACII | Sentiment apprehension in human-robot interaction with NAO. | Jie Shen, Ognjen Rudovic, Shiyang Cheng, Maja Pantic |
| 2015 | ICCV | Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection. | Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic |
| 2014 | ISVC | View-Constrained Latent Variable Model for Multi-view Facial Expression Classification. | Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic |
| 2014 | ISVC | Personalized Modeling of Facial Action Unit Intensity. | Shuang Yang, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic |
| 2013 | ISVC | Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition. | Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic |
| 2013 | ISVC | Automatic Pain Intensity Estimation with Heteroscedastic Conditional Ordinal Random Fields. | Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic |
| 2012 | CVPR | Multi-output Laplacian dynamic ordinal regression for facial expression recognition and intensity estimation. | Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic |
| 2012 | ECCV | Kernel Conditional Ordinal Random Fields for Temporal Segmentation of Facial Action Units. | Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic |
| 2012 | ISVC | Continuous Pain Intensity Estimation from Facial Expressions. | Sebastian Kaltwang, Ognjen Rudovic, Maja Pantic |
| 2011 | ICCV | Shape-constrained Gaussian process regression for facial-point-based head-pose normalization. | Ognjen Rudovic, Maja Pantic |
| 2010 | CVPR | Facial expression invariant head pose normalization using Gaussian Process Regression. | Ognjen Rudovic, Ioannis Patras, Maja Pantic |
| 2010 | ECCV | Coupled Gaussian Process Regression for Pose-Invariant Facial Expression Recognition. | Ognjen Rudovic, Ioannis Patras, Maja Pantic |
| 2010 | ICPR | Regression-Based Multi-view Facial Expression Recognition. | Ognjen Rudovic, Ioannis Patras, Maja Pantic |