Boulogne, LH, Lorenz, J, Kienzle, D, Schon, R, Ludwig, K, Lienhart, R, Jegou, S, Li, G, Chen, C, Wang, Q, Shi, D, Maniparambil, M, Muller, D, Mertes, S, Schroter, N, Hellmann, F, Elia, M, Dirks, I, Bossa, MN, Berenguer, AD, Mukherjee, T, Vandemeulebroucke, J, Sahli, H, Deligiannis, N, Gonidakis, P, Huynh, ND, Razzak, I, Bouadjenek, R, Verdicchio, M, Borrelli, P, Aiello, M, Meakin, JA, Lemm, A, Russ, C, Ionasec, R, Paragios, N, Ginneken, BV & Dubois, M-PR 2024, 'The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data', Medical Image Analysis, vol. 97, 103230. https://doi.org/10.1016/j.media.2024.103230, https://doi.org/10.48550/arXiv.2306.10484

Papagiannopoulou, E, Bossa, M, Deligiannis, N & Sahli, H 2024, 'Long-term Regional Influenza-like-illness Forecasting Using Exogenous Data', IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 6, pp. 3781-3792. https://doi.org/10.1109/JBHI.2024.3377529

Diaz Berenguer, A, Kvasnytsia, M, Bossa Bossa, MN, Mukherjee, T, Deligiannis, N & Sahli, H 2024, 'Semi-supervised medical image classification via distance correlation minimization and graph attention regularization', Medical Image Analysis, vol. 94, 103107, pp. 1-16. https://doi.org/10.1016/j.media.2024.103107

Joukovsky, B, De Weerdt, B & Deligiannis, N 2024, Learned layered coding for Successive Refinement in the Wyner-Ziv Problem. in 2024 IEEE International Conference on Acoustics, Speech and Signal Processing. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, pp. 6020-6024, 2024 IEEE International Conference on Acoustics, Speech and Signal Processing, Seoul, Korea, Democratic People's Republic of, 14/04/24. https://doi.org/10.1109/ICASSP48485.2024.10446574

Stergiou, A, De Weerdt, B & Deligiannis, N 2024, Holistic Representation Learning for Multitask Trajectory Anomaly Detection. in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024, IEEE, pp. 6729-6739, IEEE/CVF Winter Conference on Applications of Computer Vision, Waikoloa, Hawaii, United States, 4/01/24. https://doi.org/10.1109/WACV57701.2024.00659

Sammani, F, Joukovsky, B & Deligiannis, N 2024, 'Visualizing and Understanding Contrastive Learning', IEEE Transactions on Image Processing, vol. 33, pp. 541 - 555. https://doi.org/10.1109/TIP.2023.3346295

Chen, Y, Yang, X & Deligiannis, N 2024, Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients. in A Leonardis, E Ricci, S Roth, O Russakovsky, T Sattler & G Varol (eds), The 18th European Conference on Computer Vision ECCV 2024. 1 edn, 17, Lecture Notes in Computer Science, vol. 15059, Springer, pp. 397.

Yang, Y, Joukovsky, B, Oramas Mogrovejo, JA, Tuytelaars, T & Deligiannis, N 2024, 'SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection', ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 20, no. 8, 253, pp. 1-29. https://doi.org/10.1145/3665248

Rodrigo Bonet, E & Deligiannis, N 2024, Physics-guided variational graph autoencoder for air quality inference. in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, pp. 6940-6945. https://doi.org/10.1109/ICASSP48485.2024.10448194

Rodrigo Bonet, E & Deligiannis, N 2024, Physics-guided Graph Convolutional Deep Equilibrium Network for Environmental Data. in 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, IEEE, pp. 987-991. https://doi.org/10.23919/EUSIPCO63174.2024.10715398

Becquaert, M, Cristofani, E, Van Luong, H, Vandewal, M, Stiens, J & Deligiannis, N 2018, 'Compressed sensing mm-wave SAR for non-destructive testing applications using multiple weighted side information', Sensors (Switzerland), vol. 18, no. 6, 1761. https://doi.org/10.3390/s18061761

Cristofani, E, Becquaert, M, Lambot, S, Vandewal, M, Stiens, J & Deligiannis, N 2018, 'Random Subsampling and Data Preconditioning for Ground Penetrating Radars', IEEE Access , vol. 6, no. 04506, pp. 26866-26880. https://doi.org/10.1109/ACCESS.2018.2831905

Liu, Y, Nguyen, MD, Deligiannis, N, Ding, W & Munteanu, A 2017, 'Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery', Remote Sensing, vol. 9, no. 6, 522. https://doi.org/10.3390/rs9060522

Cristofani, E, Mahfoudia, O, Becquaert, M, Neyt, X, Horlin, F, Deligiannis, N, Stiens, J & Vandewal, M 2017, Compressive Sensing and DVB-T-Based Passive Coherent Location. in 26th URSI Benelux Forum. URSI, pp. 1-2, 26th URSI Benelux Forum, Brusssels, Belgium, 16/02/17. <http://www.sic.rma.ac.be/~ecristof/CS/CristofaniURSI17.pdf>

Becquaert, M, Cristofani, E, Vandewal, M, Stiens, J & Deligiannis, N 2017, Compressed Sensing SAR Through-the-Wall Imaging with Side Information. in 26th URSI Benelux Forum. URSI, 26th URSI Benelux Forum, Brusssels, Belgium, 16/02/17. <http://www.sic.rma.ac.be/~ecristof/CS/BecquaertURSI17.pdf>

Satti, S, Deligiannis, N, Munteanu, A, Schelkens, P & Cornelis, J 2012, 'Symmetric Scalable Multiple Description Scalar Quantization', IEEE Transactions on Signal Processing, vol. 60, no. July 2012, pp. 3628-3643. <http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6172251>

Deligiannis, N, Jacobs, M, Verbist, F, Slowack, J, Barbarien, J, Van De Walle, R, Schelkens, P & Munteanu, A 2011, Efficient hash-driven Wyner-Ziv video coding for visual sensors. in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011. Unknown, 1/08/11.

Jacobs, M, Deligiannis, N, Verbist, F, Slowack, J, Barbarien, J, Van De Walle, R, Schelkens, P & Munteanu, A 2011, Demo: Distributed video coding applications in wireless multimedia sensor networks. in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011. IEEE, Unknown, 1/08/11.

Deligiannis, N, Jacobs, M, Barbarien, J, Verbist, F, Skorupa, J, Van De Walle, R, Skodras, A, Schelkens, P & Munteanu, A 2011, Joint DC coefficient band decoding and motion estimation in Wyner-Ziv video coding. in IEEE International Conference on Digital Signal Processing, DSP 2011. IEEE Signal Processing Society, Corfu, Greece, Unknown, 1/07/11.

Deligiannis, N, Munteanu, A, Clerckx, T, Cornelis, J & Schelkens, P 2009, Spatial-domain unidirectional DVC with side-information dependent correlation channel estimation. in International Conference on Digital Signal Processing, DSP, Santorini, Greece, 5-7 July, 2009.. IEEE, Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Stockholm, Sweden, 21/09/09.

Deligiannis, N, Munteanu, A, Clerckx, T, Cornelis, J & Schelkens, P 2009, Correlation channel estimation in pixel-domain distributed video coding. in International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009, London, UK, 6-8 May, 2009.. IEEE, pp. 93-96, Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Stockholm, Sweden, 21/09/09.

Deligiannis, N, Munteanu, A, Schelkens, P & Cornelis, J 2009, Feedback channel free pixel-domain distributed video coding. in Panhellenic Conference on Electronics and Telecommunications, PACET, Patras, Greece, 20-22 March, 2009.. Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Stockholm, Sweden, 21/09/09.

Deligiannis, N, Verbist, F, Barbarien, J, Slowack, J, Van De Walle, R, Schelkens, P & Munteanu, A 2011, Distributed coding of endoscopic video. in IEEE International Conference on Image Processing, ICIP2011. IEEE Signal Processing Society, pp. 1853-1856, Unknown, 1/09/11.