Dimitris Kollias
Orcid: 0000-0002-8188-3751
According to our database1,
Dimitris Kollias
authored at least 65 papers
between 2015 and 2024.
Collaborative distances:
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Bibliography
2024
Common Corruptions for Evaluating and Enhancing Robustness in Air-to-Air Visual Object Detection.
IEEE Robotics Autom. Lett., July, 2024
COVID-19 Detection from Computed Tomography Images Using Slice Processing Techniques and a Modified Xception Classifier.
Int. J. Biomed. Imaging, 2024
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation.
CoRR, 2024
CoRR, 2024
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study.
CoRR, 2024
Common Corruptions for Enhancing and Evaluating Robustness in Air-to-Air Visual Object Detection.
CoRR, 2024
Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation.
CoRR, 2024
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention.
CoRR, 2024
CoRR, 2024
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System.
CoRR, 2024
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans.
CoRR, 2024
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging.
Neurocomputing, July, 2023
CoRR, 2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges.
CoRR, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset.
IEEE Trans. Affect. Comput., 2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study.
CoRR, 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework.
CoRR, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
Int. J. Comput. Vis., 2020
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020
2019
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond.
Int. J. Comput. Vis., 2019
CoRR, 2019
Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild.
CoRR, 2019
Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild.
CoRR, 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace.
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Machine Learning for Neurodegenerative Disorder Diagnosis - Survey of Practices and Launch of Benchmark Dataset.
Int. J. Artif. Intell. Tools, 2018
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions.
CoRR, 2018
CoRR, 2018
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
2015
Interweaving deep learning and semantic techniques for emotion analysis in human-machine interaction.
Proceedings of the 10th International Workshop on Semantic and Social Media Adaptation and Personalization, 2015