Alexis Joly
Orcid: 0000-0002-2161-9940
According to our database1,
Alexis Joly
authored at least 159 papers
between 2003 and 2024.
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Bibliography
2024
Optimal Re-Materialization Strategies for Heterogeneous Chains: How to Train Deep Neural Networks with Limited Memory.
ACM Trans. Math. Softw., June, 2024
Identify Ambiguous Tasks Combining Crowdsourced Labels by Weighting Areas Under the Margin.
Trans. Mach. Learn. Res., 2024
Beyond supervision: Harnessing self-supervised learning in unseen plant disease recognition.
Neurocomputing, 2024
Mapping global orchid assemblages with deep learning provides novel conservation insights.
Ecol. Informatics, 2024
CoRR, 2024
Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?
CoRR, 2024
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts.
CoRR, 2024
CoRR, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
From Pl@ntNet to GeoPl@ntNet: new AI-based approaches for monitoring plant biodiversity.
Proceedings of the Extraction et Gestion des Connaissances, 2024
LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification.
Proceedings of the Advances in Information Retrieval, 2024
Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
Overview of BirdCLEF 2024: Acoustic identification of under-studied bird species in the Western Ghats.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024
Overview of PlantCLEF 2024: Multi-species Plant Identification in Vegetation Plot Images.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
2023
Trans. Large Scale Data Knowl. Centered Syst., 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the Advances in Information Retrieval, 2023
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
2022
CoRR, 2022
How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?
CoRR, 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification.
Proceedings of the International Conference on Machine Learning, 2022
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Advances in Information Retrieval, 2022
Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
2021
Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction.
SIGIR Forum, 2021
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment.
PLoS Comput. Biol., 2021
Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the Extraction et Gestion des Connaissances, 2021
Proceedings of the Advances in Information Retrieval, 2021
Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum.
Proceedings of the IEEE International Conference on Cluster Computing, 2021
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
2020
AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery.
Patterns, 2020
Comput. Electron. Agric., 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology?
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the Advances in Information Retrieval, 2020
Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020.
Proceedings of the Working Notes of CLEF 2020, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
2019
Data Knowl. Eng., 2019
Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory.
CoRR, 2019
Proceedings of the Advances in Information Retrieval, 2019
Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 Challenge.
Proceedings of the Working Notes of CLEF 2019, 2019
Proceedings of the Working Notes of CLEF 2019, 2019
Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019
Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries.
Proceedings of the Working Notes of CLEF 2019, 2019
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019
Overview of GeoLifeCLEF 2019: Plant Species Prediction using Environment and Animal Occurrences.
Proceedings of the Working Notes of CLEF 2019, 2019
Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019
2018
Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018
Proceedings of the Working Notes of CLEF 2018, 2018
Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts?
Proceedings of the Working Notes of CLEF 2018, 2018
Location-based Species Recommendation using Co-occurrences and Environment- GeoLifeCLEF 2018 Challenge.
Proceedings of the Working Notes of CLEF 2018, 2018
Proceedings of the Working Notes of CLEF 2018, 2018
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018
Plant Identification: Experts vs. Machines in the Era of Deep Learning - Deep Learning Techniques Challenge Flora Experts.
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018
2017
IEEE Trans. Multim., 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017
Proceedings of the Working Notes of CLEF 2017, 2017
Plant Identification Based on Noisy Web Data: the Amazing Performance of Deep Learning (LifeCLEF 2017).
Proceedings of the Working Notes of CLEF 2017, 2017
2016
Pattern Recognit. Lett., 2016
Plant identification: man vs. machine - LifeCLEF 2014 plant identification challenge.
Multim. Tools Appl., 2016
Multim. Syst., 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016
Proceedings of the Working Notes of CLEF 2016, 2016
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016
Proceedings of the Working Notes of CLEF 2016, 2016
Proceedings of the Working Notes of CLEF 2016, 2016
Proceedings of the Working Notes of CLEF 2016, 2016
2015
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015
Shared Nearest Neighbors Match Kernel for Bird Songs Identification - LifeCLEF 2015 Challenge.
Proceedings of the Working Notes of CLEF 2015, 2015
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015
Proceedings of the Working Notes of CLEF 2015, 2015
Proceedings of the Working Notes of CLEF 2015, 2015
A Comparative Study of Fine-grained Classification Methods in the Context of the LifeCLEF Plant Identification Challenge 2015.
Proceedings of the Working Notes of CLEF 2015, 2015
2014
Recognizing Thousands of Legal Entities through Instance-based Visual Classification.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 2014
Proceedings of the International Conference on Multimedia Retrieval, 2014
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
2012
Pattern Recognit., 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012
Proceedings of the International Conference on Multimedia Retrieval, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
Proceedings of the British Machine Vision Conference, 2012
2011
Multim. Tools Appl., 2011
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Participation of INRIA & Pl@ntNet to ImageCLEF 2011 Plant Images Classification Task.
Proceedings of the CLEF 2011 Labs and Workshop, 2011
Proceedings of the CLEF 2011 Labs and Workshop, 2011
2010
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010
2009
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
2008
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
2007
IEEE Trans. Multim., 2007
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
2006
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006
2005
Discriminant local features selection using efficient density estimation in a large database.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005
Content-based video copy detection in large databases: a local fingerprints statistical similarity search approach.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005
2004
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
Proceedings of the Image and Video Retrieval, Second International Conference, 2003