Croissant: A Metadata Format for ML-Ready Datasets.

Sylvain Lesage Mubashara Akhtar Omar Benjelloun Costanza Conforti Luca Foschini 0002 Joan Giner-Miguelez Pieter Gijsbers Sujata S. Goswami Nitisha Jain Michalis Karamousadakis Michael Kuchnik Satyapriya Krishna Sylvain Lesage Quentin Lhoest Pierre Marcenac Manil Maskey Peter Mattson Luis Oala Hamidah Oderinwale Pierre Ruyssen Tim Santos Rajat Shinde Elena Simperl Arjun Suresh Goeffry Thomas Slava Tykhonov Joaquin Vanschoren Susheel Varma Jos van der Velde Steffen Vogler Carole-Jean Wu Luyao Zhang Croissant: A Metadata Format for ML-Ready Datasets. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/9547b09b722f2948ff3ddb5d86002bc0-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#AkhtarBCFGGGJKK24 Boris Mailhé Sylvain Lesage Rémi Gribonval Frédéric Bimbot Pierre Vandergheynst Shift-invariant dictionary learning for sparse representations: Extending K-SVD. 1-5 2008 EUSIPCO https://ieeexplore.ieee.org/document/7080585/ conf/eusipco/2008 db/conf/eusipco/eusipco2008.html#MailheLGBV08

Gianluca Monaci Philippe Jost Pierre Vandergheynst Boris Mailhé Sylvain Lesage Rémi Gribonval Learning Multimodal Dictionaries. 2272-2283 2007 16 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2007.901813 https://www.wikidata.org/entity/Q51906699 db/journals/tip/tip16.html#MonaciJVMLG07

Rémi Gribonval Sylvain Lesage A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges. 323-330 2006 conf/esann/2006 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2006-157.pdf db/conf/esann/esann2006.html#GribonvalL06 Sylvain Lesage Sacha Krstulovic Rémi Gribonval Under-Determined Source Separation: Comparison of Two Approaches Based on Sparse Decompositions. 633-640 2006 conf/ica/2006 ICA https://doi.org/10.1007/11679363_79 db/conf/ica/ica2006.html#LesageKG06 Philippe Jost Pierre Vandergheynst Sylvain Lesage Rémi Gribonval MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries. 857-860 2006 ICASSP (5) https://doi.org/10.1109/ICASSP.2006.1661411 conf/icassp/2006 db/conf/icassp/icassp2006.html#JostVLG06 Gianluca Monaci Philippe Jost Pierre Vandergheynst Boris Mailhé Sylvain Lesage Rémi Gribonval Learning Multi-modal Dictionaries: Application to Audiovisual Data. 538-545 2006 conf/mrcs/2006 MRCS https://doi.org/10.1007/11848035_71 db/conf/mrcs/mrcs2006.html#MonaciJVMLG06 Sylvain Lesage Rémi Gribonval Frédéric Bimbot Laurent Benaroya Learning unions of orthonormal bases with thresholded singular value decomposition. 293-296 2005 ICASSP (5) https://doi.org/10.1109/ICASSP.2005.1416298 conf/icassp/2005 db/conf/icassp/icassp2005.html#LesageGBB05 Mubashara Akhtar Elie-Laurent BenaroyaLaurent Benaroya Omar Benjelloun Frédéric Bimbot Costanza Conforti Luca Foschini 0002 Pieter Gijsbers Joan Giner-Miguelez Sujata S. Goswami Rémi Gribonval Nitisha Jain Philippe Jost Michalis Karamousadakis Satyapriya Krishna Sacha Krstulovic Michael Kuchnik Quentin Lhoest Boris Mailhé Pierre Marcenac Manil Maskey Peter Mattson Gianluca Monaci Luis Oala Hamidah Oderinwale Pierre Ruyssen Tim Santos Rajat Shinde Elena Simperl Arjun Suresh Goeffry Thomas Slava Tykhonov Pierre Vandergheynst Joaquin Vanschoren Susheel Varma Jos van der Velde Steffen Vogler Carole-Jean Wu Luyao Zhang