Alexis Joly

Orcid: 0000-0002-2161-9940

According to our database1, Alexis Joly authored at least 159 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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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

MALPOLON: A Framework for Deep Species Distribution Modeling.
CoRR, 2024

Fully automatic extraction of morphological traits from the Web: utopia or reality?
CoRR, 2024

GeoPlant: Spatial Plant Species Prediction Dataset.
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

AI-based Mapping of the Conservation Status of Orchid Assemblages at Global Scale.
CoRR, 2024

Can Language Improve Visual Features For Distinguishing Unseen Plant Diseases?
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


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
Life Science Workflow Services (LifeSWS): Motivations and Architecture.
Trans. Large Scale Data Knowl. Centered Syst., 2023

A two-head loss function for deep Average-K classification.
CoRR, 2023

Pairwise Feature Learning for Unseen Plant Disease Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023


Overview of BirdCLEF 2023: Automated Bird Species Identification in Eastern Africa.
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

Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale.
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
Improve learning combining crowdsourced labels by weighting Areas Under the Margin.
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

Overview of PlantCLEF 2022: Image-based plant identification at global scale.
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

Classification Under Ambiguity: When Is Average-K Better Than Top-K?
CoRR, 2021

Hyperspherical embedding for novel class classification.
CoRR, 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

Pl@ntNet, la science des données au service de la biodiversité végétale.
Proceedings of the Extraction et Gestion des Connaissances, 2021

LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.
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

Overview of BirdCLEF 2021: Bird call identification in soundscape recordings.
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

Overview of PlantCLEF 2021: cross-domain plant identification.
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

The GeoLifeCLEF 2020 Dataset.
CoRR, 2020

New perspectives on plant disease characterization based on deep learning.
Comput. Electron. Agric., 2020

Conditional Multi-Task learning for Plant Disease Identification.
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


Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments.
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

Overview of LifeCLEF Plant Identification task 2020.
Proceedings of the Working Notes of CLEF 2020, 2020

Participation of LIRMM / Inria to the GeoLifeCLEF 2020 Challenge.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF).
Proceedings of the Working Notes of CLEF 2020, 2020

2019
DZI: An air index for spatial queries in one-dimensional channels.
Data Knowl. Eng., 2019

Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory.
CoRR, 2019

LifeCLEF 2019: Biodiversity Identification and Prediction Challenges.
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

Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes.
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

Evaluation of Deep Species Distribution Models Using Environment and Co-occurrences.
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
Non-parametric Bayesian annotator combination.
Inf. Sci., 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

Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification.
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

Overview of GeoLifeCLEF 2018: Location-based Species Recommendation.
Proceedings of the Working Notes of CLEF 2018, 2018

Introduction.
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018

Automated Identification of Herbarium Specimens at Different Taxonomic Levels.
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018

A Deep Learning Approach to Species Distribution Modelling.
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
Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach.
IEEE Trans. Multim., 2017

Pl@ntNet - My Business.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Pl@ntNet app in the era of deep learning.
Proceedings of the 5th International Conference on Learning Representations, 2017

Plant Classification Based on Gated Recurrent Unit.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

LifeCLEF Bird Identification Task 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
Categorizing plant images at the variety level: Did you say fine-grained?
Pattern Recognit. Lett., 2016

Guest Editorial: Environmental Multimedia Retrieval.
Multim. Tools Appl., 2016

Plant identification: man vs. machine - LifeCLEF 2014 plant identification challenge.
Multim. Tools Appl., 2016

A look inside the Pl@ntNet experience - The good, the bias and the hope.
Multim. Syst., 2016

ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing.
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

Spatially Localized Visual Dictionary Learning.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Unsupervised Individual Whales Identification: Spot the Difference in the Ocean.
Proceedings of the Working Notes of CLEF 2016, 2016

LifeCLEF 2016: Multimedia Life Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

LifeCLEF Bird Identification Task 2016: The arrival of Deep learning.
Proceedings of the Working Notes of CLEF 2016, 2016

Plant Identification in an Open-world (LifeCLEF 2016).
Proceedings of the Working Notes of CLEF 2016, 2016

Floristic participation at LifeCLEF 2016 Plant Identification Task.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

DigInPix: Visual Named-Entities Identification in Images and Videos.
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

LifeCLEF 2015: Multimedia Life Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

LifeCLEF Bird Identification Task 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

LifeCLEF Plant Identification Task 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

Large-scale Content-based Visual Information Retrieval.
, 2015

2014
Object-based visual query suggestion.
Multim. Tools Appl., 2014

Interactive plant identification based on social image data.
Ecol. Informatics, 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

Are Species Identification Tools Biodiversity-friendly?
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014

Fine-grained Visual Faceted Search.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

LifeCLEF: Multimedia life species identification.
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 2014

Pl@ntNet Mobile 2014: Android port and new features.
Proceedings of the International Conference on Multimedia Retrieval, 2014

LifeCLEF 2014: Multimedia Life Species Identification Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

LifeCLEF Plant Identification Task 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Instance-based Bird Species Identification with Undiscriminant Features Pruning.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

PlantNet Participation at LifeCLEF2014 Plant Identification Task.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

LifeCLEF Bird Identication Task 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013
Small objects query suggestion in a large web-image collection.
Proceedings of the ACM Multimedia Conference, 2013

OTMedia: the French TransMedia news observatory.
Proceedings of the ACM Multimedia Conference, 2013

The imageCLEF plant identification task 2013.
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013


The ImageCLEF 2013 Plant Identification Task.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

ImageCLEF 2013: The Vision, the Data and the Open Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

Inria's Participation at ImageCLEF 2013 Plant Identification Task.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
BLasso for object categorization and retrieval: Towards interpretable visual models.
Pattern Recognit., 2012

Scalable mining of small visual objects.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Visual-based transmedia events detection.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Plant leaves morphological categorization with shared nearest neighbours clustering.
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012

Multi-organ plant identification.
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012

Distributed KNN-graph approximation via hashing.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Large Scale KNN-Graph Approximation.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

The ImageCLEF 2012 Plant Identification Task.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Hash-Based Support Vector Machines Approximation for Large Scale Prediction.
Proceedings of the British Machine Vision Conference, 2012

2011
Multi-source shared nearest neighbours for multi-modal image clustering.
Multim. Tools Appl., 2011

Visual-based plant species identification from crowdsourced data.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Large scale visual-based event matching.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Interpretable visual models for human perception-based object retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Consistent visual words mining with adaptive sampling.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Random maximum margin hashing.
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

The CLEF 2011 Plant Images Classification Task.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Multi-source RSC model for multiple search result clustering.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

2009

Interactive objects retrieval with efficient boosting.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Logo retrieval with a contrario visual query expansion.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

2008
INRIA-IMEDIA TRECVID 2008: Video Copy Detection.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

A posteriori multi-probe locality sensitive hashing.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

2007
Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search.
IEEE Trans. Multim., 2007

Interpretability based interest points detection.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Video and image copy detection demo.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Video copy detection: a comparative study.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

New local descriptors based on dissociated dipoles.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Constant tangential angle elected interest points.
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

Statistical similarity search applied to content-based video copy detection.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

2004
Feature statistical retrieval applied to content-based copy identification.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Robust Content-Based Video Copy Identification in a Large Reference Database.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003


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