Biblio
Data-driven Taylor-Galerkin Finite-Element Scheme for Convection Problems. NeurIPS Workshops .
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2021. Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows. IEEE Signal Processing Magazine. 38(2):89-119.
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2021. Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows. IEEE Signal Processing Magazine. 38(2):89-119.
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2021. Detection of the Number of Signals by Signal Subspace Matching. IEEE Transactions on Signal Processing. 69:973-985.
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2021. Direction of Arrival Estimation in the Presence of Model Errors by Signal Subspace Matching. Signal Processing. 181(4)
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2021. Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech. Empirical Methods in Natural Language Processing (EMNLP) Findings.
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2021. Localization of Multiple Sources in the Presence of Model Errors by Total Least Squares. IEEE Transactions on Aerospace and Electronic Systems. 57(3):1949-1955.
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2021. MEG Source Localization via Deep Learning. Sensors. 21(13)
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2021. Brain Source Localization by Alternating Projection. IEEE International Symposium on Biomedical Imaging (ISBI) 2022.
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2022. Character-level HyperNetworks for hate speech detection. Expert Systems with Applications. 205:117571.
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2022. Detection of the Number of Exponentials by Invariant-Signal-Subspace Matching. IEEE Transactions on Information Theory. 68(7):4892-4900.
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2022. Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching. IEEE Transactions on Signal Processing. 70:1270-1281.
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2022. Encoder–Decoder Architecture for 3D Seismic Inversion. Sensors. 23(1)
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2022. Encoder–Decoder Architecture for 3D Seismic Inversion. Sensors. 23(1)
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2022. Deep compressed learning for 3D seismic inversion. Third International Meeting for Applied Geoscience & Energy (IMAGE23). :1054-1058.
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2023. Deep compressed learning for 3D seismic inversion. Third International Meeting for Applied Geoscience & Energy (IMAGE23). :1054-1058.
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2023. An F-ratio-Based Method for Estimating the Number of Active Sources in MEG. Frontiers in Human Neuroscience. 17
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2023. Learning an optimised stable Taylor-Galerkin convection scheme based on a local spectral model for the numerical error dynamics. Journal of Computational Physics. 493:112430.
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2023. Robust Subspace Tracking by Soft-Projections and Signal Subspace Matching. IEEE Transactions on Aerospace and Electronic Systems. 59(6):8696-8709.
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2023. Subspace Outliers Detection by Signal Subspace Matching. 31st European Signal Processing Conference (EUSIPCO). :2043-2047.
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2023. Vector Set Classification by Signal Subspace Matching. IEEE Transactions on Information Theory. 69(3):1853-1865.
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2023. Generative AI for Hate Speech Detection: Evaluation and Findings. Regulating Hate Speech Created by Generative AI. :54-76.
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2024. Localization of Brain Signals by Alternating Projection. Biomedical Signal Processing and Control. 90(4)
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2024. Localization of Spatially Extended Brain Sources by Flexible Alternating Projection (Flex-AP). 21st IEEE International Symposium on Biomedical Imaging (ISBI).
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2024. Multivariate reduced rank regression by signal subspace matching. Signal Processing.
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2024.