Van Tien Pham
Publications
Publications
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Tensor Decompositions for Signal Processing: Theory, Advances, and ApplicationsSignal Processing, 2026, 238, pp.110191. ⟨10.1016/j.sigpro.2025.110191⟩ |
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Singular values-driven automated filter pruningNeural Networks, In press, pp.107857. ⟨10.1016/j.neunet.2025.107857⟩ |
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Coupled Tensor Decomposition for Compact Network RepresentationIEEE Transactions on Neural Networks and Learning Systems, In press, pp.1-15. ⟨10.1109/TNNLS.2025.3609797⟩ |
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Enhanced network compression through tensor decompositions and pruningIEEE Transactions on Neural Networks and Learning Systems, In press, ⟨10.1109/TNNLS.2024.3370294⟩ |
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Efficient tensor decomposition-based filter pruningNeural Networks, In press, pp.106393. ⟨10.1016/j.neunet.2024.106393⟩ |
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Deep Neural Network Compression Using Pruning and Low-Rank ApproximationsComputer Science [cs]. Université de Toulon, 2025. English. ⟨NNT : ⟩ |
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Hybrid network compression through tensor decompositions and pruning32nd European Signal Processing Conference, EUSIPCO 2024, Aug 2024, Lyon, France |
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Élagage efficace des filtres basé sur les décompositions tensoriellesGRETSI 2023 XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Identification and Localization COVID-19 Abnormalities on Chest RadiographsAICV, Mar 2023, Marrakesh, Morocco. pp.251-261, ⟨10.1007/978-3-031-27762-7_24⟩ |