Projecten per jaar
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Boris Joukovsky actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
Projecten
- 1 Afgelopen
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FWOSB97: Interpreteerbare en Verklaarbare Deep Learning voor Video Verwerking
Joukovsky, B. & Deligiannis, N.
1/11/20 → 31/10/24
Project: Fundamenteel
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Learned layered coding for Successive Refinement in the Wyner-Ziv Problem
Joukovsky, B., De Weerdt, B. & Deligiannis, N., 18 mrt 2024, 2024 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, blz. 6020-6024 5 blz. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Onderzoeksoutput: Conference paper
Open AccessBestand41 Downloads (Pure) -
Signal processing meets deep learning: Interpretable and explainable neural networks for video analysis, sequence modeling and compression
Joukovsky, B., 2024, 233 blz.Onderzoeksoutput: PhD Thesis
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SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection
Yang, Y., Joukovsky, B., Oramas Mogrovejo, J. A., Tuytelaars, T. & Deligiannis, N., 2024, In: ACM Transactions on Multimedia Computing, Communications, and Applications. 20, 8, blz. 1-29 29 blz., 253.Onderzoeksoutput: Article › peer review
Open AccessBestand19 Downloads (Pure) -
Visualizing and Understanding Contrastive Learning
Sammani, F., Joukovsky, B. & Deligiannis, N., 2024, In: IEEE Transactions on Image Processing. 33, blz. 541 - 555 15 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand4 Citaten (Scopus)19 Downloads (Pure) -
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA with Foreground Masking
Joukovsky, B., Eldar, Y. C. & Deligiannis, N., 1 dec 2023, In: IEEE Transactions on Image Processing. 33, 1, blz. 108-122 15 blz., 3336176.Onderzoeksoutput: Article › peer review
Open AccessBestand69 Downloads (Pure)
Datasets
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reweighted-RNN: An Interpretable Recurrent Neural Network for Video Reconstruction via Deep Unfolding
Joukovsky, B. (Creator), Luong, V. H. (Creator) & Deligiannis, N. (Creator), Zenodo, 2021
Dataset
Prijzen
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FWO Travel Grant to ICIP 2023
Joukovsky, Boris (Recipient), 13 sep 2023
Prijs: Prize (including medals and awards)
Activiteiten
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Model-Agnostic Visual Explanations via Approximate Bilinear Models
Boris Joukovsky (Speaker), Fawaz Sammani (Speaker) & Nikolaos Deligiannis (Contributor)
11 okt 2023Activiteit: Talk or presentation at a conference
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Relevance Propagation through Deep Conditional Random Fields
Xiangyu Yang (Speaker), Boris Joukovsky (Speaker) & Nikolaos Deligiannis (Contributor)
31 mei 2023Activiteit: Talk or presentation at a conference
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31st European Signal Processing Conference
Boris Joukovsky (Participant)
4 sep 2023 → 8 sep 2023Activiteit: Participation in conference
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30th European Signal Processing Conference (Evenement)
Boris Joukovsky (Peer reviewer)
22 apr 2022Activiteit: Publication peer-review
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IEEE Transactions on Image Processing (Tijdschrift)
Boris Joukovsky (Peer reviewer)
8 jun 2022 → 1 jun 2023Activiteit: Publication peer-review