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Click here for this list in IEEE format.
Journal Publications 2020 “Context-aware human trajectories prediction via latent variational model”, in IEEE Transactions on Circuits and Systems for Video Technology “Monocular 3D Facial Expression Features for Continuous Affect Recognition”, in IEEE Transactions on Multimedia 2019 “SVRG-MKL: a Fast and Scalable Multiple Kernel Learning Solution for Features Combination in Multi-Class Classification Problems”, in IEEE Transactions on Neural Networks and Learning Systems “A video prediction approach for animating single face image”, in Multimedia Tools and Applications “Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions”, in IEEE Transactions on Affective Computing “GestureVLAD: Combining Unsupervised Features Representation and Spatio-Temporal Aggregation for Doppler-Radar Gesture Recognition”, in IEEE Access 2018 “Leveraging the Bayesian Filtering Paradigm for Vision-Based Facial Affective State Estimation”, in IEEE Transactions on Affective Computing “Hierarchical sparse coding framework for speech emotion recognition”, in Speech Communication Conference Publications 2020 “Neural Architecture Search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards”, in International Conference on Artificial Intelligence in Information and Communication 2019 “Paired supervised learning and unsupervised pretraining of CNN-architecture for violence detection in videos”, in BNAIC 2019 “End-to-end Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries”, in Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn2019) 2018 “Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures”, in AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018 2017 “Hybrid Depression Classification and Estimation from Audio Video and Text Information”, in Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge (AVEC ཌྷ) “Micro-Doppler feature extraction using convolutional auto-encoders for low latency target classification”, in 2017 IEEE Radar Conference (RadarConf) “Multimodal Measurement of Depression Using Deep Learning Models”, in Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge (AVEC ཌྷ) 2016 “Multiple Kernel Learning via Multi-Epochs SVRG”, in 9th NIPS Workshop on Optimization for Machine Learning “Decision Tree Based Depression Classification from Audio Video and Language Information”, in Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge (AVEC ཌ) 2015 “Framework for Combination Aware AU Intensity Recognition”, in IEEE 6th International Conference on Affective Computing and Intelligent Interaction “Monocular 3D Facial Information Retrieval for Automated Facial Expression Analysis”, in Affective Computing and Intelligent Interaction (ACII), 2015 International Conference on 2013 “Voice Modification for Wizard-of-Oz Experiments in Robot-Child Interaction”, in Workshop on Affective Social Speech Signals 2012 “Towards Autonomous Child-Robot Interaction”, in 5th International Workshop on Human-Friendly Robotics (HFR 2012) “Real-Time Dance Pattern Recognition Invariant to Anthropometric and Temporal Differences”, in the 14th international conference on Advanced Concepts for Intelligent Vision Systems Other Publications 2016 “Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization”
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