Ognjen Rudovic

78 papers A* 8A 4B 8Journal 38Unranked 17

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness. INTERSPEECH Sai Srujana Buddi, Satyam Kumar, Utkarsh Oggy Sarawgi, Vineet Garg, Shivesh Ranjan, Ognjen Rudovic, Ahmed Hussen Abdelaziz, Saurabh Adya
2024	J	`jnl`	Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness. CoRR Satyam Kumar, Sai Srujana Buddi, Utkarsh Oggy Sarawgi, Vineet Garg, Shivesh Ranjan, Ognjen Rudovic, Ahmed Hussen Abdelaziz, Saurabh Adya
2024	J	`jnl`	Device-Directed Speech Detection for Follow-up Conversations Using Large Language Models. CoRR Ognjen Rudovic, Pranay Dighe, Yi Su, Vineet Garg, Sameer Dharur, Xiaochuan Niu, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2024	A	`conf`	Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection. INTERSPEECH Shruti Palaskar, Ognjen Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2022	A	`conf`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. INTERSPEECH Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	J	`jnl`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. CoRR Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2021	J	`jnl`	DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization. CoRR Javier Hernandez, Daniel McDuff, Ognjen Rudovic, Alberto Fung, Mary Czerwinski
2021	J	`jnl`	Personalized Federated Deep Learning for Pain Estimation From Face Images. CoRR Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn W. Schuller, Daniel Rueckert, Jeffrey F. Cohn, Rosalind W. Picard
2021	J	`jnl`	Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data. IEEE Trans. Affect. Comput. Pablo V. A. Barros, Stefan Wermter, Ognjen Rudovic, Hatice Gunes
2021	J	`jnl`	Streaming on-device detection of device directed speech from voice and touch-based invocation. CoRR Ognjen Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar
2021	J	`jnl`	Toward Personalized Affect-Aware Socially Assistive Robot Tutors in Long-Term Interventions for Children with Autism. CoRR Zhonghao Shi, Thomas R. Groechel, Shomik Jain, Kourtney Chima, Ognjen Rudovic, Maja J. Mataric
2020	J	`jnl`	Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach. IEEE Trans. Image Process. Behnam Gholami, Pritish Sahu, Ognjen Rudovic, Konstantinos Bousmalis, Vladimir Pavlovic
2019	J	`jnl`	Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity. IEEE Trans. Affect. Comput. Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2019	J	`jnl`	Fast and Effective Adaptation of Facial Action Unit Detection Deep Model. CoRR Mihee Lee, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2019	J	`jnl`	Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes. CoRR Ognjen Rudovic, Yuria Utsumi, Ricardo Guerrero, Kelly Peterson, Daniel Rueckert, Rosalind W. Picard
2019	B	`conf`	Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach. ICMI Ognjen Rudovic, Meiru Zhang, Björn W. Schuller, Rosalind W. Picard
2019	J	`jnl`	Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach. CoRR Ognjen Rudovic, Meiru Zhang, Björn W. Schuller, Rosalind W. Picard
2019	—	`conf`	Sequential Dependence and Non-linearity in Affective Responses: a Skin Conductance Example. AffComp@IJCAI Mihee Lee, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2018	A	`conf`	CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism. IROS Ognjen Rudovic, Yuria Utsumi, Jaeryoung Lee, Javier Hernandez, Eduardo Castelló Ferrer, Björn W. Schuller, Rosalind W. Picard
2018	—	`ch.`	Learning for multimodal and affect-sensitive interfaces. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Yannis Panagakis, Ognjen Rudovic, Maja Pantic
2018	J	`jnl`	Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis. IEEE Trans. Image Process. Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
2018	J	`jnl`	Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis. CoRR Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
2018	J	`jnl`	Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13). CoRR Yuria Utsumi, Kelly Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard
2018	J	`jnl`	RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction. CoRR Eduardo Castelló Ferrer, Ognjen Rudovic, Thomas Hardjono, Alex Pentland
2018	J	`jnl`	Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach. CoRR Behnam Gholami, Pritish Sahu, Ognjen Rudovic, Konstantinos Bousmalis, Vladimir Pavlovic
2017	A*	`conf`	Deep Structured Learning for Facial Action Unit Intensity Estimation. CVPR Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic
2017	J	`jnl`	Deep Structured Learning for Facial Action Unit Intensity Estimation. CoRR Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic
2017	A*	`conf`	DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding. ICCV Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
2017	J	`jnl`	DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation. CoRR Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
2017	J	`jnl`	DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain. CoRR Dianbo Liu, Fengjiao Peng, Andrew Shea, Ognjen Rudovic, Rosalind W. Picard
2017	—	`conf`	DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music. CVPR Workshops Misha Sra, Prashanth Vijayaraghavan, Ognjen Rudovic, Pattie Maes, Deb Roy
2017	J	`jnl`	Gaussian Process Domain Experts for Modeling of Facial Affect. IEEE Trans. Image Process. Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2017	—	`ch.`	Machine Learning Methods for Social Signal Processing. Social Signal Processing Ognjen Rudovic, Mihalis A. Nicolaou, Vladimir Pavlovic
2017	J	`jnl`	Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study. Frontiers Robotics AI Ognjen Rudovic, Jaeryoung Lee, Lea Mascarell-Maricic, Björn W. Schuller, Rosalind W. Picard
2017	—	`conf`	NAO-Dance Therapy for Children with ASD. HRI (Companion) Ryo Suzuki, Jaeryoung Lee, Ognjen Rudovic
2017	A*	`conf`	PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories. ICCV Behnam Gholami, Ognjen Rudovic, Vladimir Pavlovic
2017	—	`conf`	Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions. CVPR Workshops Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
2017	J	`jnl`	Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions. CoRR Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
2017	J	`jnl`	Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression. CoRR Kelly Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard
2017	J	`jnl`	Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning. CoRR Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
2017	J	`jnl`	Unsupervised Domain Adaptation with Copula Models. CoRR Cuong D. Tran, Ognjen Rudovic, Vladimir Pavlovic
2017	J	`jnl`	Variable-state Latent Conditional Random Field models for facial expression analysis. Image Vis. Comput. Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2016	—	`conf`	A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity. CVPR Workshops Robert Walecki, Ognjen Rudovic, Maja Pantic, Vladimir Pavlovic, Jeffrey F. Cohn
2016	A*	`conf`	Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity. CVPR Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2016	—	`conf`	Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. CVPR Workshops Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2016	J	`jnl`	Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. CoRR Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2016	J	`jnl`	Joint Facial Action Unit Detection and Feature Fusion: A Multi-Conditional Learning Approach. IEEE Trans. Image Process. Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2016	—	`conf`	Multi-Instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. ACCV (2) Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
2016	J	`jnl`	Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. CoRR Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
2016	B	`conf`	Multi-modal Neural Conditional Ordinal Random Fields for agreement level estimation. ICPR Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic
2016	—	`conf`	Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. ACCV (2) Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2016	J	`jnl`	Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. CoRR Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2015	J	`jnl`	Context-Sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units. IEEE Trans. Pattern Anal. Mach. Intell. Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2015	J	`jnl`	Discriminative Shared Gaussian Processes for Multiview and View-Invariant Facial Expression Recognition. IEEE Trans. Image Process. Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2015	A*	`conf`	Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection. ICCV Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2015	B	`conf`	Neural conditional ordinal random fields for agreement level estimation. ACII Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic
2015	B	`conf`	Sentiment apprehension in human-robot interaction with NAO. ACII Jie Shen, Ognjen Rudovic, Shiyang Cheng, Maja Pantic
2015	J	`jnl`	Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection. CoRR Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2015	B	`conf`	Variable-state latent conditional random fields for facial expression recognition and action unit detection. FG Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2014	J	`jnl`	Corrigendum to "Hierarchical On-line Appearance-Based Tracking for 3D Head Pose, Eyebrows, Lips, Eyelids and Irises" [Image Vision Comput. (2013) 322-340]. Image Vis. Comput. Javier Orozco, Ognjen Rudovic, Jordi Gonzàlez, Maja Pantic
2014	—	`conf`	Personalized Modeling of Facial Action Unit Intensity. ISVC (2) Shuang Yang, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2014	—	`conf`	View-Constrained Latent Variable Model for Multi-view Facial Expression Classification. ISVC (2) Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2013	—	`conf`	Automatic Pain Intensity Estimation with Heteroscedastic Conditional Ordinal Random Fields. ISVC (2) Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2013	A*	`conf`	Bimodal log-linear regression for fusion of audio and visual features. ACM Multimedia Ognjen Rudovic, Stavros Petridis, Maja Pantic
2013	—	`conf`	Context-Sensitive Conditional Ordinal Random Fields for Facial Action Intensity Estimation. ICCV Workshops Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2013	J	`jnl`	Coupled Gaussian Processes for Pose-Invariant Facial Expression Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Ognjen Rudovic, Maja Pantic, Ioannis Patras
2013	J	`jnl`	Hierarchical On-line Appearance-Based Tracking for 3D head pose, eyebrows, lips, eyelids and irises. Image Vis. Comput. Javier Orozco, Ognjen Rudovic, Jordi Gonzàlez, Maja Pantic
2013	—	`—`	Machine learning techniques for automated analysis of facial expressions. Ognjen Rudovic
2013	—	`conf`	Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition. ISVC (1) Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2012	—	`conf`	Continuous Pain Intensity Estimation from Facial Expressions. ISVC (2) Sebastian Kaltwang, Ognjen Rudovic, Maja Pantic
2012	—	`conf`	Kernel Conditional Ordinal Random Fields for Temporal Segmentation of Facial Action Units. ECCV Workshops (2) Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2012	A*	`conf`	Multi-output Laplacian dynamic ordinal regression for facial expression recognition and intensity estimation. CVPR Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
2011	A*	`conf`	Shape-constrained Gaussian process regression for facial-point-based head-pose normalization. ICCV Ognjen Rudovic, Maja Pantic
2010	—	`conf`	Coupled Gaussian Process Regression for Pose-Invariant Facial Expression Recognition. ECCV (2) Ognjen Rudovic, Ioannis Patras, Maja Pantic
2010	—	`conf`	Facial expression invariant head pose normalization using Gaussian Process Regression. CVPR Workshops Ognjen Rudovic, Ioannis Patras, Maja Pantic
2010	B	`conf`	Regression-Based Multi-view Facial Expression Recognition. ICPR Ognjen Rudovic, Ioannis Patras, Maja Pantic
2008	B	`conf`	Confidence assessment on eyelid and eyebrow expression recognition. FG Javier Orozco, Ognjen Rudovic, F. Xavier Roca, Jordi Gonzàlez
2008	B	`conf`	View-invariant human-body detection with extension to human action recognition using component-wise HMM of body parts. FG Bhaskar Chakraborty, Ognjen Rudovic, Jordi Gonzàlez