Nikolaos Gkalelis
Orcid: 0000-0001-6741-3334
According to our database1,
Nikolaos Gkalelis
authored at least 41 papers
between 2008 and 2024.
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Bibliography
2024
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers.
CoRR, 2024
2023
CoRR, 2023
Masked Feature Modelling: Feature Masking for the Unsupervised Pre-training of a Graph Attention Network Block for Bottom-up Video Event Recognition.
CoRR, 2023
Masked Feature Modelling for the unsupervised pre-training of a Graph Attention Network block for bottom-up video event recognition.
Proceedings of the IEEE International Symposium on Multimedia, 2023
2022
ViGAT: Bottom-Up Event Recognition and Explanation in Video Using Factorized Graph Attention Network.
IEEE Access, 2022
TAME: Attention Mechanism Based Feature Fusion for Generating Explanation Maps of Convolutional Neural Networks.
Proceedings of the IEEE International Symposium on Multimedia, 2022
Gated-ViGAT: Efficient Bottom-Up Event Recognition and Explanation Using a New Frame Selection Policy and Gating Mechanism.
Proceedings of the IEEE International Symposium on Multimedia, 2022
Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
Exploiting Out-of-Domain Datasets and Visual Representations for Image Sentiment Classification.
Proceedings of the 16th International Workshop on Semantic and Social Media Adaptation & Personalization, 2021
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
ObjectGraphs: Using Objects and a Graph Convolutional Network for the Bottom-Up Recognition and Explanation of Events in Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Subclass Deep Neural Networks: Re-enabling Neglected Classes in Deep Network Training for Multimedia Classification.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020
Structured Pruning of LSTMs via Eigenanalysis and Geometric Median for Mobile Multimedia and Deep Learning Applications.
Proceedings of the IEEE International Symposium on Multimedia, 2020
Fractional Step Discriminant Pruning: A Filter Pruning Framework for Deep Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020
2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
2015
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015
GPU Accelerated Generalised Subclass Discriminant Analysis for Event and Concept Detection in Video.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
2014
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014
Video event detection using generalized subclass discriminant analysis and linear support vector machines.
Proceedings of the International Conference on Multimedia Retrieval, 2014
2013
Mixture Subclass Discriminant Analysis Link to Restricted Gaussian Model and Other Generalizations.
IEEE Trans. Neural Networks Learn. Syst., 2013
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013
Improving event detection using related videos and relevance degree support vector machines.
Proceedings of the ACM Multimedia Conference, 2013
Video event detection using a subclass recoding error-correcting output codes framework.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012
2011
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011
2010
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010
Automatic event-based indexing of multimedia content using a joint content-event model.
Proceedings of the 2nd ACM international workshop on Events in multimedia, 2010
2009
View indepedent human movement recognition from multi-view video exploiting a circular invariant posture representation.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Biometric ID Management and Multimodal Communication, 2009
2008
Combining Fuzzy Vector Quantization With Linear Discriminant Analysis for Continuous Human Movement Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2008
Proceedings of the International Workshop on Multimedia Signal Processing, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008