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Comparison studies on active cross-situational object-word learning using Non-Negative Matrix Factorization and Latent Dirichlet Allocation
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In: ISSN: 2379-8920 ; EISSN: 2379-8939 ; IEEE Transactions on Cognitive and Developmental Systems ; https://hal.archives-ouvertes.fr/hal-01561168 ; IEEE Transactions on Cognitive and Developmental Systems, Institute of Electrical and Electronics Engineers, Inc, In press, ⟨10.1109/TCDS.2017.2725304⟩ (2018)
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An experimental comparison between NMF and LDA for active cross-situational object-word learning
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In: Sixth Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB) ; https://hal.archives-ouvertes.fr/hal-01370853 ; Sixth Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB), Sep 2016, Cergy-Pontoise, France ; http://www.icdl-epirob.org/ (2016)
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Cross-situational noun and adjective learning in an interactive scenario
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In: Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB) ; https://hal.archives-ouvertes.fr/hal-01170674 ; Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB), Aug 2015, Providence, United States (2015)
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MCA-NMF: Multimodal Concept Acquisition with Non-Negative Matrix Factorization
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In: ISSN: 1932-6203 ; EISSN: 1932-6203 ; PLoS ONE ; https://hal.archives-ouvertes.fr/hal-01137529 ; PLoS ONE, Public Library of Science, 2015, 10 (10), pp.e0140732. ⟨10.1371/journal.pone.0140732.t005⟩ ; http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0140732 (2015)
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MCA-NMF: Multimodal Concept Acquisition with Non-Negative Matrix Factorization
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A bag-of-features framework for incremental learning of speech invariants in unsegmented audio streams
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In: Tenth International Conference on Epigenetic Robotics ; https://hal.inria.fr/inria-00541802 ; Tenth International Conference on Epigenetic Robotics, 2010, Örenäs Slott, Sweden (2010)
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