Welcome to the collection HAL - Lab-STICC_BRAIN

The HAL - Lab-STICC open archive enables you to browse on open access, scientific publications and research works from Lab-STICC team BRAIN. Please note, the page below displays open access publications. The list of bibliographic entries is available on the page Bibliographic entries from the collection Lab-STICC_BRAIN.

Latest publications Axel Marmoret. nmf_audio_benchmark: Benchmarking NMF algorithms on audio tasks. Journée "Synthèse en traitement du signal audionumérique", GDR IASIS, Nov 2024, Paris, France. ⟨hal-04753826⟩ Axel Marmoret. Audiocarnet nmf_audio_benchmark. 2024. ⟨hal-04752513⟩ Ilyass Moummad, Romain Serizel, Emmanouil Benetos, Nicolas Farrugia. Domain-Invariant Representation Learning of Bird Sounds. 2024. ⟨hal-04696391⟩ Timotée Ly-Manson, Mathieu Leonardon, Abdeldjalil Aissa El Bey, Ghouti Boukli Hacene, Lukas Mauch. Analyzing Few-Shot Neural Architecture Search in a Metric-Driven Framework. International Conference on Automated Machine Learning AutoML24, Sep 2024, Paris, France. ⟨hal-04576139v2⟩ Raphael Lafargue, Luke Anthony Smith, Franck Vermet, Mathias Löwe, Ian Reid, et al.. Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning. Transactions on Machine Learning Research Journal, 2024, https://openreview.net/forum?id=JxxkKt9yrx. ⟨hal-04702128⟩ Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, Patrick Meyer, Bruno Lacarrière. Topology reduction through machine learning to accelerate dynamic simulation of district heating. Energy and AI, 2024, 17, pp.100393. ⟨10.1016/j.egyai.2024.100393⟩. ⟨hal-04745609⟩ Samuel Challéat, Nicolas Farrugia, Jérémy S P Froidevaux, Amandine Gasc, Nicolas Pajusco, et al.. A dataset of acoustic measurements from soundscapes collected worldwide during the COVID-19 pandemic. Scientific Data , 2024, 11 (1), pp.928. ⟨10.1038/s41597-024-03611-7⟩. ⟨hal-04717397⟩ Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen. Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds. EUSIPCO 2024, Aug 2024, Lyon, France. ⟨hal-04620733⟩ Yassine El Ouahidi, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon. Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding. European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. ⟨hal-04645175⟩ Lucas Grativol, Mathieu Leonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel. FLoCoRA: FEDERATED LEARNING COMPRESSION WITH LOW-RANK ADAPTATION. 32nd European Signal Processing Conference EUSIPCO, Aug 2024, Lyon, France. ⟨hal-04617632⟩

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