Mihalis A. Nicolaou

74 papers A* 6A 1B 4C 2Misc 5Journal 37Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Disentangling Local and Global Semantics in Diffusion Models for Image Editing.
Int. J. Comput. Vis.
Manos Plitsis, Theodoros Kouzelis, Panagiotis Koromilas, Vassilis Katsouros, Mihalis A. Nicolaou, Yannis Panagakis
2025 J jnl
A Principled Framework for Multi-View Contrastive Learning.
CoRR
Panagiotis Koromilas, Efthymios Georgiou, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis A. Nicolaou, Yannis Panagakis
2025 J jnl
Environment-Aware Satellite Image Generation with Diffusion Models.
CoRR
Nikos Kostagiolas, Pantelis Georgiades, Yannis Panagakis, Mihalis A. Nicolaou
2025 J jnl
Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders.
CoRR
James Oldfield, Shawn Im, Yixuan Li, Mihalis A. Nicolaou, Ioannis Patras, Grigorios G. Chrysos
2024 J jnl
Bilinear Models of Parts and Appearances in Generative Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2024 J jnl
Locality-Preserving Directions for Interpreting the Latent Space of Satellite Image GANs.
IEEE Geosci. Remote. Sens. Lett.
Georgia Kourmouli, Nikos Kostagiolas, Mihalis A. Nicolaou, Yannis Panagakis
2024 J jnl
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization.
CoRR
James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras
2023 J jnl
Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs.
CoRR
Georgia Kourmouli, Nikos Kostagiolas, Yannis Panagakis, Mihalis A. Nicolaou
2023 Misc conf
MMATR: A Lightweight Approach for Multimodal Sentiment Analysis Based on Tensor Methods.
ICASSP
Panagiotis Koromilas, Mihalis A. Nicolaou, Theodoros Giannakopoulos, Yannis Panagakis
2023 — conf
Multimodal Prediction of Alexithymia from Physiological and Audio Signals.
ACIIW
Valeria Filippou, Mihalis A. Nicolaou, Nikolas Theodosiou, Georgia G. Panayiotou, Elena Constantinou, Marios Theodorou, Maria Panteli
2023 J jnl
Parts of Speech-Grounded Subspaces in Vision-Language Models.
CoRR
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2023 J jnl
Toward Explainable and Transferable Deep Downscaling of Atmospheric Pollutants.
IEEE Geosci. Remote. Sens. Lett.
Giannis Ashiotis, Pantelis Georgiades, Theodoros Christoudias, Mihalis A. Nicolaou
2022 — conf
AI for Air Quality: Leveraging Data Fusion for Deep Downscaling of Atmospheric Pollutants.
MACLEAN@PKDD/ECML
Giannis Ashiotis, Evgenios Tsigkanos, Theodoros Christoudias, Mihalis A. Nicolaou
2022 J jnl
Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes.
IEEE Trans. Neural Networks Learn. Syst.
James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou
2022 Misc conf
Deep Learning on the Sphere for Multi-model Ensembling of Significant Wave Height.
ICASSP
Andrea Littardi, Anders Hildeman, Mihalis A. Nicolaou
2022 J jnl
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs.
CoRR
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2022 J jnl
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models.
CoRR
Nikos Kostagiolas, Mihalis A. Nicolaou, Yannis Panagakis
2021 — conf
Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks.
EMBC
Charalambos Chrysostomou, Floris Alexandrou, Mihalis A. Nicolaou, Huseyin Seker
2021 J jnl
Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks.
CoRR
Charalambos Chrysostomou, Floris Alexandrou, Mihalis A. Nicolaou, Huseyin Seker
2021 J jnl
Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer.
Int. J. Comput. Vis.
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
2021 A conf
Tensor Component Analysis for Interpreting the Latent Space of GANs.
BMVC
James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2021 J jnl
Tensor Component Analysis for Interpreting the Latent Space of GANs.
CoRR
James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
2021 J jnl
Tensor Methods in Computer Vision and Deep Learning.
CoRR
Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
2021 J jnl
Tensor Methods in Computer Vision and Deep Learning.
Proc. IEEE
Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
2020 J jnl
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation.
Int. J. Comput. Vis.
Stylianos Moschoglou, Stylianos Ploumpis, Mihalis A. Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou
2020 — conf
Enhancing Facial Data Diversity with Style-based Face Aging.
CVPR Workshops
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
2020 J jnl
Enhancing Facial Data Diversity with Style-based Face Aging.
CoRR
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
2020 — conf
Shared-Space Autoencoders with Randomized Skip Connections for Building Footprint Detection with Missing Views.
ICPR Workshops (7)
Giannis Ashiotis, James Oldfield, Charalambos Chrysostomou, Theodoros Christoudias, Mihalis A. Nicolaou
2020 — conf
TwitchChat: A Dataset for Exploring Livestream Chat.
AIIDE
Charles Ringer, Mihalis A. Nicolaou, James Alfred Walker
2019 J jnl
Adversarial Learning of Disentangled and Generalizable Representations for Visual Attributes.
CoRR
James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou
2019 J jnl
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond.
Int. J. Comput. Vis.
Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou
2019 — conf
Detecting Early Parkinson's Disease from Keystroke Dynamics using the Tensor-Train Decomposition.
EUSIPCO
Oroojeni M. J. Hooman, James Oldfield, Mihalis A. Nicolaou
2019 J jnl
Editorial of Special Issue on Human Behaviour Analysis "In-the-Wild".
IEEE Trans. Affect. Comput.
Mihalis A. Nicolaou, Stefanos Zafeiriou, Irene Kotsia, Guoying Zhao, Jeffrey F. Cohn
2019 C conf
Multimodal Joint Emotion and Game Context Recognition in League of Legends Livestreams.
CoG
Charles Ringer, James Alfred Walker, Mihalis A. Nicolaou
2019 J jnl
Multimodal Joint Emotion and Game Context Recognition in League of Legends Livestreams.
CoRR
Charles Ringer, James Alfred Walker, Mihalis A. Nicolaou
2019 — conf
Streaming Behaviour: Livestreaming as a Paradigm for Analysis of Emotional and Social Signals.
ACII Workshops
Charles Ringer, Mihalis A. Nicolaou
2019 B conf
Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries.
FG
Panagiotis Tzirakis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou
2018 J jnl
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond.
CoRR
Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou
2018 J jnl
Deep Canonical Time Warping for Simultaneous Alignment and Representation Learning of Sequences.
IEEE Trans. Pattern Anal. Mach. Intell.
George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou
2018 — conf
Deep Neuroevolution: Training Deep Neural Networks for False Alarm Detection in Intensive Care Units.
EUSIPCO
Oroojeni M. J. Hooman, Mohammad Majid al-Rifaie, Mihalis A. Nicolaou
2018 J jnl
Deep Unsupervised Multi-View Detection of Video Game Stream Highlights.
CoRR
Charles Ringer, Mihalis A. Nicolaou
2018 C conf
Deep unsupervised multi-view detection of video game stream highlights.
FDG
Charles Ringer, Mihalis A. Nicolaou
2018 B conf
Less is More: Univariate Modelling to Detect Early Parkinson's Disease from Keystroke Dynamics.
DS
Antony Milne, Katayoun Farrahi, Mihalis A. Nicolaou
2018 — conf
Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes.
ACCV (3)
Stylianos Moschoglou, Stylianos Ploumpis, Mihalis A. Nicolaou, Stefanos Zafeiriou
2018 J jnl
Multi-Attribute Robust Component Analysis for Facial UV Maps.
IEEE J. Sel. Top. Signal Process.
Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou
2017 — conf
Aff-Wild: Valence and Arousal 'In-the-Wild' Challenge.
CVPR Workshops
Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Irene Kotsia
2017 Misc conf
Dynamic Probabilistic Linear Discriminant Analysis for video classification.
ICASSP
Alessandro Fabris, Mihalis A. Nicolaou, Irene Kotsia, Stefanos Zafeiriou
2017 J jnl
End-to-End Multimodal Emotion Recognition Using Deep Neural Networks.
IEEE J. Sel. Top. Signal Process.
Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou
2017 J jnl
End-to-End Multimodal Emotion Recognition using Deep Neural Networks.
CoRR
Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou
2017 — conf
Initializing probabilistic linear discriminant analysis.
EUSIPCO
Stylianos Moschoglou, Mihalis A. Nicolaou, Yannis Panagakis, Stefanos Zafeiriou
2017 — ch.
Machine Learning Methods for Social Signal Processing.
Social Signal Processing
Ognjen Rudovic, Mihalis A. Nicolaou, Vladimir Pavlovic
2017 J jnl
Multi-Attribute Robust Component Analysis for Facial UV Maps.
CoRR
Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou
2017 — conf
Recognition of Affect in the Wild Using Deep Neural Networks.
CVPR Workshops
Dimitrios Kollias, Mihalis A. Nicolaou, Irene Kotsia, Guoying Zhao, Stefanos Zafeiriou
2016 Misc conf
Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network.
ICASSP
George Trigeorgis, Fabien Ringeval, Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou
2016 A* conf
Deep Canonical Time Warping.
CVPR
George Trigeorgis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Björn W. Schuller
2016 — conf
Facial Affect "In-the-Wild": A Survey and a New Database.
CVPR Workshops
Stefanos Zafeiriou, Athanasios Papaioannou, Irene Kotsia, Mihalis A. Nicolaou, Guoying Zhao
2016 A* conf
Mnemonic Descent Method: A Recurrent Process Applied for End-to-End Face Alignment.
CVPR
George Trigeorgis, Patrick Snape, Mihalis A. Nicolaou, Epameinondas Antonakos, Stefanos Zafeiriou
2016 J jnl
Probabilistic Slow Features for Behavior Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Lazaros Zafeiriou, Mihalis A. Nicolaou, Stefanos Zafeiriou, Symeon Nikitidis, Maja Pantic
2016 J jnl
Robust Correlated and Individual Component Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic
2014 — conf
A Unified Framework for Probabilistic Component Analysis.
ECML/PKDD (2)
Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic
2014 J jnl
Dynamic Probabilistic CCA for Analysis of Affective Behavior and Fusion of Continuous Annotations.
IEEE Trans. Pattern Anal. Mach. Intell.
Mihalis A. Nicolaou, Vladimir Pavlovic, Maja Pantic
2014 Misc conf
Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest.
ICASSP
Mihalis A. Nicolaou, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
2013 J jnl
A Unified Framework for Probabilistic Component Analysis
CoRR
Stefanos Zafeiriou, Mihalis A. Nicolaou, Maja Pantic
2013 A* conf
Correlated-spaces regression for learning continuous emotion dimensions.
ACM Multimedia
Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic
2013 A* conf
Learning Slow Features for Behaviour Analysis.
ICCV
Lazaros Zafeiriou, Mihalis A. Nicolaou, Stefanos Zafeiriou, Symeon Nikitidis, Maja Pantic
2013 A* conf
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences.
CVPR
Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic
2012 — conf
Dynamic Probabilistic CCA for Analysis of Affective Behaviour.
ECCV (7)
Mihalis A. Nicolaou, Vladimir Pavlovic, Maja Pantic
2012 J jnl
Output-associative RVM regression for dimensional and continuous emotion prediction.
Image Vis. Comput.
Mihalis A. Nicolaou, Hatice Gunes, Maja Pantic
2011 A* conf
A multi-layer hybrid framework for dimensional emotion classification.
ACM Multimedia
Mihalis A. Nicolaou, Hatice Gunes, Maja Pantic
2011 — ch.
Continuous Analysis of Affect from Voice and Face.
Computer Analysis of Human Behavior
Hatice Gunes, Mihalis A. Nicolaou, Maja Pantic
2011 J jnl
Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space.
IEEE Trans. Affect. Comput.
Mihalis A. Nicolaou, Hatice Gunes, Maja Pantic
2011 — conf
Designing frameworks for automatic affect prediction and classification in dimensional space.
CVPR Workshops
Mihalis A. Nicolaou, Hatice Gunes, Maja Pantic
2011 B conf
Output-associative RVM regression for dimensional and continuous emotion prediction.
FG
Mihalis A. Nicolaou, Hatice Gunes, Maja Pantic
2010 B conf
Audio-Visual Classification and Fusion of Spontaneous Affective Data in Likelihood Space.
ICPR
Mihalis A. Nicolaou, Hatice Gunes, Maja Pantic