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Dimitris Kollias
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2020 – today
- 2023
- [i28]Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias:
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging. CoRR abs/2303.00175 (2023) - [i27]Dimitrios Kollias, Andreas Psaroudakis, Anastasios Arsenos, Paraskeui Antonia Theofilou:
FaceRNET: a Facial Expression Intensity Estimation Network. CoRR abs/2303.00180 (2023) - [i26]Dimitrios Kollias, Panagiotis Tzirakis, Alice Baird, Alan Cowen, Stefanos Zafeiriou:
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges. CoRR abs/2303.01498 (2023) - 2022
- [c22]Dimitrios Kollias:
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges. CVPR Workshops 2022: 2327-2335 - [c21]Andreas Psaroudakis, Dimitrios Kollias:
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition. CVPR Workshops 2022: 2366-2374 - [c20]Dimitrios Kollias:
ABAW: Learning from Synthetic Data & Multi-task Learning Challenges. ECCV Workshops (6) 2022: 157-172 - [c19]Athanasios Papaioannou, Baris Gecer, Shiyang Cheng, Grigorios Chrysos, Jiankang Deng, Eftychia Fotiadou, Christos Kampouris, Dimitrios Kollias, Stylianos Moschoglou, Kritaphat Songsri-in, Stylianos Ploumpis, George Trigeorgis, Panagiotis Tzirakis, Evangelos Ververas, Yuxiang Zhou, Allan Ponniah, Anastasios Roussos, Stefanos Zafeiriou:
MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis. ECCV (8) 2022: 467-484 - [c18]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
AI-MIA: COVID-19 Detection and Severity Analysis Through Medical Imaging. ECCV Workshops (7) 2022: 677-690 - [c17]Natalia Salpea
, Paraskevi K. Tzouveli
, Dimitrios Kollias
:
Medical Image Segmentation: A Review of Modern Architectures. ECCV Workshops (7) 2022: 691-708 - [c16]Anastasios Arsenos, Dimitrios Kollias, Stefanos Kollias:
A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis. IVMSP 2022: 1-5 - [i25]Dimitrios Kollias:
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges. CoRR abs/2202.10659 (2022) - [i24]Andreas Psaroudakis, Dimitrios Kollias:
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition. CoRR abs/2205.04442 (2022) - [i23]Dimitrios Kollias:
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges. CoRR abs/2207.01138 (2022) - 2021
- [j4]Dimitrios Kollias
, Stefanos Zafeiriou
:
Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset. IEEE Trans. Affect. Comput. 12(3): 595-606 (2021) - [c15]Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos D. Kollias:
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis. ICCVW 2021: 537-544 - [c14]Dimitrios Kollias, Stefanos Zafeiriou:
Analysing Affective Behavior in the second ABAW2 Competition. ICCVW 2021: 3645-3653 - [i22]Dimitrios Kollias, Stefanos Zafeiriou:
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework. CoRR abs/2103.15792 (2021) - [i21]Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou:
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study. CoRR abs/2105.03790 (2021) - [i20]Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos D. Kollias:
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis. CoRR abs/2106.07524 (2021) - [i19]Dimitrios Kollias, Irene Kotsia, Elnar Hajiyev, Stefanos Zafeiriou:
Analysing Affective Behavior in the second ABAW2 Competition. CoRR abs/2106.15318 (2021) - 2020
- [j3]Dimitrios Kollias
, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou:
Deep Neural Network Augmentation: Generating Faces for Affect Analysis. Int. J. Comput. Vis. 128(5): 1455-1484 (2020) - [c13]Dimitrios Kollias
, Stefanos Zafeiriou:
VA-StarGAN: Continuous Affect Generation. ACIVS 2020: 227-238 - [c12]Jan Xu, Alex Lytchier, Ciro Cursio, Dimitrios Kollias, Chri Besenbruch, Arsalan Zafar:
Efficient Context-Aware Lossy Image Compression. CVPR Workshops 2020: 552-554 - [c11]Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou:
Analysing Affective Behavior in the First ABAW 2020 Competition. FG 2020: 637-643 - [c10]Dimitris Kollias, Y. Vlaxos, M. Seferis, Ilianna Kollia, Levon Sukissian, James Wingate, Stefanos D. Kollias:
Transparent Adaptation in Deep Medical Image Diagnosis. TAILOR 2020: 251-267 - [i18]Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou:
Analysing Affective Behavior in the First ABAW 2020 Competition. CoRR abs/2001.11409 (2020) - [i17]Dimitrios Kollias, N. Bouas, Y. Vlaxos, V. Brillakis, M. Seferis, Ilianna Kollia, Levon Sukissian, James Wingate
, Stefanos D. Kollias:
Deep Transparent Prediction through Latent Representation Analysis. CoRR abs/2009.07044 (2020)
2010 – 2019
- 2019
- [j2]Dimitrios Kollias
, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller
, Irene Kotsia, Stefanos Zafeiriou:
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond. Int. J. Comput. Vis. 127(6-7): 907-929 (2019) - [c9]Dimitrios Kollias, Stefanos Zafeiriou:
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace. BMVC 2019: 297 - [i16]Dimitrios Kollias, Stefanos Zafeiriou:
Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset. CoRR abs/1910.01417 (2019) - [i15]Dimitrios Kollias, Stefanos Zafeiriou:
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace. CoRR abs/1910.04855 (2019) - [i14]Mengyao Liu, Dimitrios Kollias:
Aff-Wild Database and AffWildNet. CoRR abs/1910.05318 (2019) - [i13]Alvertos Benroumpi, Dimitrios Kollias:
AffWild Net and Aff-Wild Database. CoRR abs/1910.05376 (2019) - [i12]Hanne Carlsson, Dimitrios Kollias:
Image Generation and Recognition (Emotions). CoRR abs/1910.05774 (2019) - [i11]Xia Yicheng, Dimitrios Kollias:
Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild. CoRR abs/1910.05784 (2019) - [i10]Valentin Richer, Dimitrios Kollias:
Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild. CoRR abs/1910.05877 (2019) - [i9]Aritra Banerjee
, Dimitrios Kollias:
Emotion Generation and Recognition: A StarGAN Approach. CoRR abs/1910.11090 (2019) - [i8]Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou:
Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. CoRR abs/1910.11111 (2019) - 2018
- [j1]Athanasios Tagaris
, Dimitrios Kollias
, Andreas Stafylopatis, Georgios L. Tagaris, Stefanos D. Kollias:
Machine Learning for Neurodegenerative Disorder Diagnosis - Survey of Practices and Launch of Benchmark Dataset. Int. J. Artif. Intell. Tools 27(3): 1850011:1-1850011:28 (2018) - [c8]Dimitrios Kollias
, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou:
Photorealistic Facial Synthesis in the Dimensional Affect Space. ECCV Workshops (2) 2018: 475-491 - [c7]Dimitrios Kollias
, Stefanos Zafeiriou:
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. IJCNN 2018: 1-8 - [i7]Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou:
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond. CoRR abs/1804.10938 (2018) - [i6]Dimitrios Kollias, Stefanos Zafeiriou:
A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild. CoRR abs/1805.01452 (2018) - [i5]Dimitrios Kollias, Stefanos Zafeiriou:
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. CoRR abs/1809.04359 (2018) - [i4]Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou:
Generating faces for affect analysis. CoRR abs/1811.05027 (2018) - [i3]Dimitrios Kollias, Stefanos Zafeiriou:
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition. CoRR abs/1811.07770 (2018) - [i2]Dimitrios Kollias, Stefanos Zafeiriou:
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions. CoRR abs/1811.07771 (2018) - [i1]Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou:
Photorealistic Facial Synthesis in the Dimensional Affect Space. CoRR abs/1811.08004 (2018) - 2017
- [c6]Dimitrios Kollias
, Mihalis A. Nicolaou, Irene Kotsia, Guoying Zhao, Stefanos Zafeiriou:
Recognition of Affect in the Wild Using Deep Neural Networks. CVPR Workshops 2017: 1972-1979 - [c5]Stefanos Zafeiriou, Dimitrios Kollias
, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Irene Kotsia:
Aff-Wild: Valence and Arousal 'In-the-Wild' Challenge. CVPR Workshops 2017: 1980-1987 - [c4]Athanasios Tagaris, Dimitrios Kollias
, Andreas Stafylopatis:
Assessment of Parkinson's Disease Based on Deep Neural Networks. EANN 2017: 391-403 - [c3]Dimitrios Kollias
, Miao Yu, Athanasios Tagaris, Georgios Leontidis
, Andreas Stafylopatis, Stefanos D. Kollias:
Adaptation and contextualization of deep neural network models. SSCI 2017: 1-8 - 2016
- [c2]Dimitrios Kollias
, Athanasios Tagaris, Andreas Stafylopatis:
On line emotion detection using retrainable deep neural networks. SSCI 2016: 1-8 - 2015
- [c1]Dimitris Kollias
, George Marandianos, Amaryllis Raouzaiou, Andreas-Georgios Stafylopatis:
Interweaving deep learning and semantic techniques for emotion analysis in human-machine interaction. SMAP 2015: 1-6
Coauthor Index

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last updated on 2023-03-07 23:00 CET by the dblp team
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