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Dimitris Kollias
Dimitrios Kollias
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2020 – today
- 2024
- [j7]Kenan Morani
, Esra Kaya Ayana
COVID-19 Detection from Computed Tomography Images Using Slice Processing Techniques and a Modified Xception Classifier. Int. J. Biomed. Imaging 2024: 1-9 (2024) - [j6]Anastasios Arsenos
Common Corruptions for Evaluating and Enhancing Robustness in Air-to-Air Visual Object Detection. IEEE Robotics Autom. Lett. 9(7): 6688-6695 (2024) - [c35]Dimitrios Kollias, Viktoriia Sharmanska
Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond. AAAI 2024: 2813-2821 - [c34]Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu:
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition. CVPR Workshops 2024: 4587-4598 - [c33]Damith Chamalke Senadeera, Xiaoyun Yang, Dimitrios Kollias, Gregory G. Slabaugh:
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention. CVPR Workshops 2024: 4888-4897 - [c32]Guanyu Hu
Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis. FG 2024: 1-9 - [c31]Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias:
Uncertainty-Guided Contrastive Learning For Single Source Domain Generalisation. ICASSP 2024: 6935-6939 - [c30]Guanyu Hu, Jie Wei, Siyang Song, Dimitrios Kollias, Xinyu Yang, Zhonglin Sun, Odysseus Kaloidas:
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation. IJCB 2024: 1-10 - [c29]Demetris Gerogiannis, Anastasios Arsenos, Dimitrios Kollias, Dimitris Nikitopoulos, Stefanos D. Kollias:
Covid-19 Computer-Aided Diagnosis through AI-Assisted CT Imaging Analysis: Deploying a Medical AI System. ISBI 2024: 1-4 - [c28]Zhixi Cai
1M-Deepfakes Detection Challenge. ACM Multimedia 2024: 11355-11359 - [c27]Shreya Ghosh
MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing. MRAC@MM 2024: 1-6 - [e2]Jianhua Tao, Shreya Ghosh, Zheng Lian, Zhixi Cai, Björn W. Schuller, Abhinav Dhall, Guoying Zhao, Dimitrios Kollias, Erik Cambria, Roland Goecke, Tom Gedeon:
Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, MRAC 2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024. ACM 2024, ISBN 979-8-4007-1203-6 [contents] - [i46]Dimitrios Kollias, Viktoriia Sharmanska
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond. CoRR abs/2401.01219 (2024) - [i45]Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition. CoRR abs/2402.19344 (2024) - [i44]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans. CoRR abs/2403.02192 (2024) - [i43]Demetris Gerogiannis, Anastasios Arsenos, Dimitrios Kollias, Dimitris Nikitopoulos, Stefanos D. Kollias:
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System. CoRR abs/2403.06242 (2024) - [i42]Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias:
Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation. CoRR abs/2403.07514 (2024) - [i41]Damith Chamalke Senadeera, Xiaoyun Yang, Dimitrios Kollias, Gregory G. Slabaugh:
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention. CoRR abs/2404.18952 (2024) - [i40]Vasileios Karampinis, Anastasios Arsenos, Orfeas Filippopoulos, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos:
Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation. CoRR abs/2405.06749 (2024) - [i39]Anastasios Arsenos, Vasileios Karampinis, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos:
Common Corruptions for Enhancing and Evaluating Robustness in Air-to-Air Visual Object Detection. CoRR abs/2405.06765 (2024) - [i38]Guanyu Hu
Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis. CoRR abs/2405.06841 (2024) - [i37]Haroon Miah, Dimitrios Kollias, Giacinto Luca Pedone, Drew Provan, Frederick Chen:
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study. CoRR abs/2405.20562 (2024) - [i36]Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Abhinav Dhall, Shreya Ghosh, Chunchang Shao, Guanyu Hu
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition. CoRR abs/2407.03835 (2024) - [i35]Dimitrios Kollias, Anastasios Arsenos, James Wingate, Stefanos D. Kollias:
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection. CoRR abs/2407.15728 (2024) - [i34]Guanyu Hu
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation. CoRR abs/2407.15798 (2024) - [i33]Guanyu Hu
Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency. CoRR abs/2408.02164 (2024) - [i32]Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq:
1M-Deepfakes Detection Challenge. CoRR abs/2409.06991 (2024) - [i31]Shreya Ghosh, Zhixi Cai, Abhinav Dhall, Dimitrios Kollias, Roland Goecke, Tom Gedeon:
MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing. CoRR abs/2409.07256 (2024) - 2023
- [j5]Dimitrios Kollias
A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging. Neurocomputing 542: 126244 (2023) - [c26]Dimitrios Kollias:
Multi-Label Compound Expression Recognition: C-EXPR Database & Network. CVPR 2023: 5589-5598 - [c25]Dimitrios Kollias, Panagiotis Tzirakis, Alice Baird, Alan Cowen, Stefanos Zafeiriou:
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges. CVPR Workshops 2023: 5889-5898 - [c24]Anastasios Arsenos, Andjoli Davidhi, Dimitrios Kollias
Data-Driven Covid-19 Detection Through Medical Imaging. ICASSP Workshops 2023: 1-5 - [c23]Dimitrios Kollias
AI-Enabled Analysis of 3-D CT Scans for Diagnosis of COVID-19 & its Severity. ICASSP Workshops 2023: 1-5 - [e1]Shreya Ghosh, Abhinav Dhall, Dimitrios Kollias, Roland Goecke, Tom Gedeon:
Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, MRAC 2023, Ottawa, ON, Canada, 29 October 2023. ACM 2023 [contents] - [i30]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging. CoRR abs/2303.00175 (2023) - [i29]Dimitrios Kollias, Andreas Psaroudakis, Anastasios Arsenos, Paraskevi-Antonia Theofilou:
FaceRNET: a Facial Expression Intensity Estimation Network. CoRR abs/2303.00180 (2023) - [i28]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) - [i27]Dimitrios Kollias, Karanjot Vendal, Priyanka Gadhavi, Solomon Russom:
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification. CoRR abs/2310.03485 (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
MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis. ECCV (8) 2022: 467-484 - [c18]Dimitrios Kollias
AI-MIA: COVID-19 Detection and Severity Analysis Through Medical Imaging. ECCV Workshops (7) 2022: 677-690 - [c17]Natalia Salpea
Medical Image Segmentation: A Review of Modern Architectures. ECCV Workshops (7) 2022: 691-708 - [c16]Anastasios Arsenos, Dimitrios Kollias
A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis. IVMSP 2022: 1-5 - [i26]Dimitrios Kollias:
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges. CoRR abs/2202.10659 (2022) - [i25]Andreas Psaroudakis, Dimitrios Kollias:
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition. CoRR abs/2205.04442 (2022) - [i24]Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias:
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging. CoRR abs/2206.04732 (2022) - [i23]Dimitrios Kollias:
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges. CoRR abs/2207.01138 (2022) - 2021
- [b1]Dimitrios Kollias
Affect recognition & generation in-the-wild. Imperial College London, UK, 2021 - [j4]Dimitrios Kollias
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
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis. ICCVW 2021: 537-544 - [c14]Dimitrios Kollias
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
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
Deep Neural Network Augmentation: Generating Faces for Affect Analysis. Int. J. Comput. Vis. 128(5): 1455-1484 (2020) - [c13]Dimitrios Kollias
VA-StarGAN: Continuous Affect Generation. ACIVS 2020: 227-238 - [c12]Jan Xu, Alex Lytchier, Ciro Cursio, Dimitrios Kollias
Efficient Context-Aware Lossy Image Compression. CVPR Workshops 2020: 552-554 - [c11]Dimitrios Kollias
Analysing Affective Behavior in the First ABAW 2020 Competition. FG 2020: 637-643 - [c10]Dimitris 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
Deep Transparent Prediction through Latent Representation Analysis. CoRR abs/2009.07044 (2020)
2010 – 2019
- 2019
- [j2]Dimitrios Kollias
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
Emotion Generation and Recognition: A StarGAN Approach. CoRR abs/1910.11090 (2019) - [i8]Dimitrios Kollias, Viktoriia Sharmanska
Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. CoRR abs/1910.11111 (2019) - 2018
- [j1]Athanasios Tagaris
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
Photorealistic Facial Synthesis in the Dimensional Affect Space. ECCV Workshops (2) 2018: 475-491 - [c7]Dimitrios Kollias
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
Recognition of Affect in the Wild Using Deep Neural Networks. CVPR Workshops 2017: 1972-1979 - [c5]Stefanos Zafeiriou, Dimitrios Kollias
Aff-Wild: Valence and Arousal 'In-the-Wild' Challenge. CVPR Workshops 2017: 1980-1987 - [c4]Athanasios Tagaris, Dimitrios Kollias
Assessment of Parkinson's Disease Based on Deep Neural Networks. EANN 2017: 391-403 - [c3]Dimitrios Kollias
Adaptation and contextualization of deep neural network models. SSCI 2017: 1-8 - 2016
- [c2]Dimitrios Kollias
On line emotion detection using retrainable deep neural networks. SSCI 2016: 1-8 - 2015
- [c1]Dimitris Kollias
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 2024-11-27 20:31 CET by the dblp team
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