Personal profile
Research interests
Current research interests include interpretable deep learning, distributed source coding, generative AI, and AI explainability.
Education/Academic qualification
Electrical Engineering, Master of Science, Vrije Universiteit Brussel
Award Date: 1 Jul 2021
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- 1 Similar Profiles
Projects
- 1 Active
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FWOSB140: DUST: Designing Interpretable and Efficient Deep Unfolding Sparse Transformers for Multimodal Image Processing and Generation
Deligiannis, N. (Administrative Promotor) & De Weerdt, B. (Mandate)
1/11/22 → 31/10/26
Project: Fundamental
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Neural Rate-Adaptive LDPC Decoding for the Slepian-Wolf Problem
De Weerdt, B., Apr 2026Research output: Non-textual form › Software
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Neural Rate-Adaptive LDPC Decoding for the Slepian-Wolf Problem
De Weerdt, B. & Deligiannis, N., 16 Apr 2026, In: IEEE Open Journal of Signal Processing. 7, p. 456-471 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Power-Efficient Spiking Conversion of Deep Unfolded Transformers
Sadaqa, A., De Weerdt, B., Chen, R., Deligiannis, N. & da Silva, B., 24 May 2026, (Accepted/In press) 2026 IEEE International Symposium on Circuits and Systems (ISCAS 2026) . p. 1-5 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile14 Downloads (Pure) -
Deep Unfolding Transformers for Sparse Recovery of Video
De Weerdt, B., Eldar, Y. C. & Deligiannis, N., 25 Mar 2024, In: IEEE Transactions on Signal Processing. 72, p. 1782-1796 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus)187 Downloads (Pure) -
Holistic Representation Learning for Multitask Trajectory Anomaly Detection
Stergiou, A., De Weerdt, B. & Deligiannis, N., 3 Jan 2024, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 6729-6739 11 p. (Winter Conference on Applications of Computer Vision, WACV).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile15 Citations (Scopus)162 Downloads (Pure)
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IEEE Transactions on Multimedia (Journal)
De Weerdt, B. (Peer reviewer)
Feb 2025Activity: Publication peer-review and editorial work › Publication peer-review
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European Signal Processing Conference (Event)
De Weerdt, B. (Peer reviewer)
Apr 2025Activity: Publication peer-review and editorial work › Publication peer-review
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European Signal Processing Conference (Event)
De Weerdt, B. (Peer reviewer)
Apr 2025Activity: Publication peer-review and editorial work › Publication peer-review
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European Signal Processing Conference (Event)
De Weerdt, B. (Peer reviewer)
Apr 2025Activity: Publication peer-review and editorial work › Publication peer-review
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IEEE Transactions on Multimedia (Journal)
De Weerdt, B. (Peer reviewer)
Oct 2024Activity: Publication peer-review and editorial work › Publication peer-review