ILYASS MOUMMAD
Publications
Publications
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Can Masked Autoencoders Also Listen to Birds?Transactions on Machine Learning Research Journal, 2025 |
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Artificial intelligence solution to accelerate the acquisition of MRI images: Impact on the therapeutic care in oncology in radiology and radiotherapy departmentsCancer/Radiothérapie, 2024, ⟨10.1016/j.canrad.2023.11.004⟩ |
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Acoustic identification of individual animals with hierarchical contrastive learningICASSP 2025, Apr 2025, Hyderabad, India |
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Mixture of Mixups for Multi-label Classification of Rare Anuran SoundsEUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. pp.1282-1286, ⟨10.23919/EUSIPCO63174.2024.10715140⟩ |
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Self-Supervised Learning for Few-Shot Bird Sound ClassificationICASSPW 2024: IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, Apr 2024, Seoul, South Korea. ⟨10.1109/ICASSPW62465.2024.10627576⟩ |
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Regularized Contrastive Pre-Training for Few-Shot Bioacoustic Sound DetectionICASSP 2024: IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, South Korea. ⟨10.1109/ICASSP48485.2024.10446409⟩ |
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Pretraining Respiratory Sound Representations using Metadata and Contrastive LearningWASPAA 2023: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2023, New Paltz, NY, United States. ⟨10.1109/WASPAA58266.2023.10248130⟩ |
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Pretraining Representations for Bioacoustic Few-Shot Detection using Supervised Contrastive LearningDetection and Classification of Acoustic Scenes and Events 2023, Sep 2023, TAMPERE, Finland |
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Apprentissage supervisé et contrastif de représentations à l'aide de réseaux siamois pour la classification hiérarchiqueGRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Contrastive Learning using Random Walk Laplacian MatrixGraph Signal Processing Workshop, 2023, Oxford, United Kingdom |
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Invariant representation learning for few-shot bioacoustic event detection and classificationSignal and Image Processing. Ecole nationale supérieure Mines-Télécom Atlantique, 2024. English. ⟨NNT : 2024IMTA0442⟩ |
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Domain-Invariant Representation Learning of Bird Sounds2024 |
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Supervised contrastive learning for pre-training bioacoustic few-shot systemsIMT Atlantique; LORIA. 2023 |