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Analysing Affective Behavior in the second ABAW2 Competition


Jul 03, 2021
Dimitrios Kollias, Irene Kotsia, Elnar Hajiyev, Stefanos Zafeiriou

* arXiv admin note: substantial text overlap with arXiv:2001.11409 

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MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis


Jun 21, 2021
Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos Kollias


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Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study


May 08, 2021
Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou

* arXiv admin note: text overlap with arXiv:2103.15792, arXiv:1910.11111 

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Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework


Mar 29, 2021
Dimitrios Kollias, Stefanos Zafeiriou


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Analysing Affective Behavior in the First ABAW 2020 Competition


Jan 30, 2020
Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou


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Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network


Oct 15, 2019
Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou


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Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild


Oct 14, 2019
Valentin Richer, Dimitrios Kollias


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Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild


Oct 13, 2019
Xia Yicheng, Dimitrios Kollias


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Image Generation and Recognition (Emotions)


Oct 13, 2019
Hanne Carlsson, Dimitrios Kollias


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Emotion Generation and Recognition: A StarGAN Approach


Oct 12, 2019
Aritra Banerjee, Dimitrios Kollias


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AffWild Net and Aff-Wild Database


Oct 11, 2019
Alvertos Benroumpi, Dimitrios Kollias


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Aff-Wild Database and AffWildNet


Oct 11, 2019
Mengyao Liu, Dimitrios Kollias


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Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset


Oct 03, 2019
Dimitrios Kollias, Stefanos Zafeiriou


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Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace


Sep 25, 2019
Dimitrios Kollias, Stefanos Zafeiriou

* oral presentation in BMVC 2019 

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Generating faces for affect analysis


Nov 12, 2018
Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou


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A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions


Nov 11, 2018
Dimitrios Kollias, Stefanos Zafeiriou


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Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition


Nov 11, 2018
Dimitrios Kollias, Stefanos Zafeiriou


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Photorealistic Facial Synthesis in the Dimensional Affect Space


Nov 11, 2018
Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou

* arXiv admin note: substantial text overlap with arXiv:1811.05027 

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Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm


Sep 12, 2018
Dimitrios Kollias, Stefanos Zafeiriou


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Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond


Sep 01, 2018
Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn Schuller, Irene Kotsia, Stefanos Zafeiriou


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A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild


May 08, 2018
Dimitrios Kollias, Stefanos Zafeiriou


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