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Dive into the research topics where Boris Joukovsky is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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FWOSB97: Interpretable and Explainable Deep Learning for Video Processing
Joukovsky, B. & Deligiannis, N.
1/11/20 → 31/10/24
Project: Fundamental
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Model-Agnostic Visual Explanations via Approximate Bilinear Models
Joukovsky, B., Sammani, F. & Deligiannis, N., 21 Jun 2023, (Accepted/In press) 2023 IEEE International Conference on Image Processing. IEEE, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile50 Downloads (Pure) -
Quantitative Evaluation of Video Explainability Methods via Anomaly Localization
Zhang, X., Joukovsky, B. & Deligiannis, N., 21 Jun 2023, (Accepted/In press) European Signal Processing Conference. 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Relevance Propagation through Deep Conditional Random Fields
Yang, X., Joukovsky, B. & Deligiannis, N., 5 May 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, p. 1-5 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access -
Visualizing Invariant Features in Vision Models
Sammani, F., Joukovsky, B. & Deligiannis, N., 5 Jul 2023, 2023 24th International Conference on Digital Signal Processing (DSP). IEEE, p. 1-5 5 p. (International Conference on Digital Signal Processing, DSP; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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FRF estimation using multiple kernel-based regularisation
Hallemans, N., Pintelon, R., Joukovsky, B. J., Peumans, D. & Lataire, J., 1 Feb 2022, In: Automatica. 136, 2, 12 p., 110056.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)124 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
Activities
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31st European Signal Processing Conference
Boris Joukovsky (Participant)
4 Sep 2023 → 8 Sep 2023Activity: Participating in or organising an event › Participation in conference
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Relevance Propagation through Deep Conditional Random Fields
Xiangyu Yang (Speaker), Boris Joukovsky (Speaker) & Nikolaos Deligiannis (Contributor)
31 May 2023Activity: Talk or presentation › Talk or presentation at a conference
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Interpretable RNNs via Algorithm Unrolling: Design, Applications and Generalization Analysis
Boris Joukovsky (Invited speaker), Tanmoy Mukherjee (Contributor), Van Huynh Luong (Contributor) & Nikolaos Deligiannis (Contributor)
22 Sep 2022Activity: Talk or presentation › Talk or presentation at a conference
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IEEE Transactions on Image Processing (Journal)
Boris Joukovsky (Peer reviewer)
8 Jun 2022 → 1 Jun 2023Activity: Publication peer-review and editorial work › Publication peer-review
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2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (Event)
Boris Joukovsky (Peer reviewer)
22 Dec 2022Activity: Publication peer-review and editorial work › Publication peer-review