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bib:viper_conf [2018/11/27 14:23] marchand |
bib:viper_conf [2023/04/07 17:59] marchand |
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+ | @inproceedings{ruiz:sisap2022, | ||
+ | author = {Ubaldo Ruiz and | ||
+ | St{\'{e}}phane Marchand{-}Maillet and | ||
+ | Edgar Ch{\'{a}}vez}, | ||
+ | editor = {Tom{\'{a}}s Skopal and | ||
+ | Fabrizio Falchi and | ||
+ | Jakub Lokoc and | ||
+ | Maria Luisa Sapino and | ||
+ | Ilaria Bartolini and | ||
+ | Marco Patella}, | ||
+ | title = {Stable Anchors for Matching Unlabelled Point Clouds}, | ||
+ | booktitle = {Similarity Search and Applications - 15th International Conference, | ||
+ | {SISAP} 2022, Bologna, Italy, October 5-7, 2022, Proceedings}, | ||
+ | series = {Lecture Notes in Computer Science}, | ||
+ | volume = {13590}, | ||
+ | pages = {54--63}, | ||
+ | publisher = {Springer}, | ||
+ | year = {2022}, | ||
+ | url = {https://doi.org/10.1007/978-3-031-17849-8\_5}, | ||
+ | doi = {10.1007/978-3-031-17849-8\_5}, | ||
+ | timestamp = {Tue, 04 Oct 2022 20:28:43 +0200}, | ||
+ | biburl = {https://dblp.org/rec/conf/sisap/RuizMC22.bib}, | ||
+ | bibsource = {dblp computer science bibliography, https://dblp.org} | ||
+ | } | ||
+ | |||
+ | |||
+ | @InProceedings{marchand:sisap2022, | ||
+ | author="Marchand-Maillet, Stephane | ||
+ | and Ch{\'a}vez, Edgar", | ||
+ | editor="Skopal, Tom{\'a}{\v{s}} | ||
+ | and Falchi, Fabrizio | ||
+ | and Loko{\v{c}}, Jakub | ||
+ | and Sapino, Maria Luisa | ||
+ | and Bartolini, Ilaria | ||
+ | and Patella, Marco", | ||
+ | title="HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies", | ||
+ | booktitle="Similarity Search and Applications", | ||
+ | year="2022", | ||
+ | publisher="Springer International Publishing", | ||
+ | address="Bologna, Italy", | ||
+ | pages="164--177", | ||
+ | abstract="Given a finite dataset in a metric space, we investigate the definition of a representative sample. Such a definition is important in data analysis strategies to seed algorithms (such as {\$}{\$}k{\$}{\$}-means) and for pivot-based data indexing techniques. We discuss the geometrical and statistical facets of such a definition.", | ||
+ | isbn="978-3-031-17849-8", | ||
+ | note{(Best paper award)} | ||
+ | } | ||
+ | |||
+ | |||
+ | |||
+ | @inproceedings{marini:iccvw2021, | ||
+ | author = {Niccol{\`{o}} Marini and | ||
+ | Manfredo Atzori and | ||
+ | Sebastian Ot{\'{a}}lora and | ||
+ | Stephane Marchand-Maillet and | ||
+ | Henning M{\"{u}}ller}, | ||
+ | title = {H{\&}E-adversarial network: a convolutional neural network to | ||
+ | learn stain-invariant features through Hematoxylin {\&} Eosin | ||
+ | regression}, | ||
+ | booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops, | ||
+ | {ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021}, | ||
+ | pages = {601--610}, | ||
+ | publisher = {{IEEE}}, | ||
+ | year = {2021}, | ||
+ | url = {https://doi.org/10.1109/ICCVW54120.2021.00073}, | ||
+ | doi = {10.1109/ICCVW54120.2021.00073} | ||
+ | } | ||
+ | |||
+ | |||
+ | |||
+ | @inproceedings{messina:cbmi2021, | ||
+ | author = {Nicola Messina and Giuseppe Amato and Fabrizio Falchi and Claudio Gennaro and Stephane Marchand-Maillet}, | ||
+ | title = {Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features}, | ||
+ | booktitle = {18th International Conference on Content-Based Multimedia Indexing, {CBMI} 2021, Lille, France, June 28-30, 2021}, | ||
+ | pages = {1--6}, | ||
+ | publisher = {{IEEE}}, | ||
+ | year = {2021}, | ||
+ | url = {https://doi.org/10.1109/CBMI50038.2021.9461890} | ||
+ | } | ||
+ | |||
+ | @inproceedings{pedreira:sisap2020, | ||
+ | author = {Oscar Pedreira and Stephane Marchand-Maillet and Edgar Ch{\'{a}}vez}, | ||
+ | title = {Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension}, | ||
+ | booktitle = {Similarity Search and Applications - 13th International Conference (SISAP2020)}, | ||
+ | address = {Copenhagen, DK - online}, | ||
+ | year = {2020}, | ||
+ | } | ||
+ | |||
+ | @inproceedings{marchand:sisap2021, | ||
+ | author = {Stephane Marchand-Maillet and Oscar Pedreira and Edgar Chavez}, | ||
+ | title = {Structural Intrinsic Dimensionality}, | ||
+ | booktitle = {Similarity Search and Applications - 14th International Conference (SISAP2021)}, | ||
+ | address = {Dortmund, DE - online}, | ||
+ | year = {2021}, | ||
+ | } | ||
+ | |||
+ | |||
+ | @inproceedings{brangbour:cdve2020, | ||
+ | author = {Etienne Brangbour and Pierrick Bruneau and Thomas Tamisier and St{\'{e}}phane Marchand{-}Maillet}, | ||
+ | title = {Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers}, | ||
+ | booktitle = {Cooperative Design, Visualization, and Engineering - 17th International | ||
+ | Conference, {CDVE}}, | ||
+ | address = {Bangkok, TH - online}, | ||
+ | year = {2020}, | ||
+ | } | ||
+ | |||
+ | @inproceedings{romanrangel:mcpr2020, | ||
+ | author = {Edgar Roman-Rangel and Stephane Marchand-Maillet}, | ||
+ | title = {Orthogonal Local Image Descriptors with Convolutional Autoencoders}, | ||
+ | booktitle = {Mexican Conference on Pattern Recognition (MCPR2020)}, | ||
+ | address = {Morelia, MX}, | ||
+ | year = {2020}, | ||
+ | } | ||
+ | |||
+ | @inproceedings{ouvrard:sofsem2020, | ||
+ | author = {Xavier Ouvrard and Jean-Marie Le Goff and Stephane Marchand-Maillet}, | ||
+ | title = {The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets}, | ||
+ | booktitle = {46th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2020}, | ||
+ | year = {2020}, | ||
+ | url = {https://arxiv.org/abs/1905.11695} | ||
+ | } | ||
+ | | ||
+ | @inproceedings{brangbour:ci2019, | ||
+ | author = {Etienne Brangbour and Pierrick Bruneau and Stéphane Marchand-Maillet and Renaud Hostache and Marco Chini and Patrick Matgen and Thomas Tamisier}, | ||
+ | title = {Computing flood probabilities using Twitter: application to the Houston urban area during {Harvey}}, | ||
+ | booktitle = {Climate Informatics 2019}, | ||
+ | year = {2019}, | ||
+ | } | ||
+ | |||
+ | |||
+ | |||
+ | @inproceedings{hoyos:sisap2019, | ||
+ | author = {Angello Hoyos and Ubaldo Ruiz and Stephane Marchand-Maillet and Edgar Chavez}, | ||
+ | title = {Indexability-Based Dataset Partitioning}, | ||
+ | booktitle = {Similarity Search and Applications - 12th International Conference, | ||
+ | {SISAP} 2019, Newark, NJ, USA, October 2-4, 2019, Proceedings}, | ||
+ | pages = {143--150}, | ||
+ | year = {2019}, | ||
+ | url = {https://doi.org/10.1007/978-3-030-32047-8}, | ||
+ | doi = {10.1007/978-3-030-32047-8\_13} | ||
+ | } | ||
+ | |||
+ | |||
+ | @inproceedings{gregorova:uai2018, | ||
+ | author = { Magda Gregorová and Alexandros Kalousis and Stéphane Marchand-Maillet }, | ||
+ | title = {Structured Non-linear Variable Selection}, | ||
+ | booktitle = {Conference on Uncertainty in Artificial Intelligence UAI2018}, | ||
+ | address = {Monterey, CA}, | ||
+ | year = {2018}, | ||
+ | } | ||
+ | |||
+ | @inproceedings{gregorova:ecml2018, | ||
+ | author = { Magda Gregorová and Jason Ramapuram and Alexandros Kalousis and Stéphane Marchand-Maillet }, | ||
+ | title = { Large-scale Nonlinear Variable Selection via Kernel Random Features. }, | ||
+ | booktitle = {ECML/PKDD 2018}, | ||
+ | address = {Dublin, IE}, | ||
+ | year = {2018}, | ||
+ | } | ||
+ | |||
@inproceedings{ouvrard:MCCC322018, | @inproceedings{ouvrard:MCCC322018, | ||
author = {Xavier Ouvrard and Jean-Marie Le Goff and Stéphane Marchand-Maillet}, | author = {Xavier Ouvrard and Jean-Marie Le Goff and Stéphane Marchand-Maillet}, |