Alexis Joly - RankMe

212 papers A* 18A 3B 11C 1Journal 68Unranked 100

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Audio-to-Image Bird Species Retrieval without Audio-Image Pairs via Text Distillation. CoRR Ilyass Moummad, Marius Miron, Lukas Rauch, David Robinson, Alexis Joly, Olivier Pietquin, Emmanuel Chemla, Matthieu Geist
2026	J	`jnl`	Cascading predictions from common to uncommon species improves species distribution models for plants. Ecol. Informatics Jiexun Xu, Kimberly Low, Christophe Botella, Benjamin Deneu, Dennis Shasha, Alexis Joly
2026	J	`jnl`	Compact Hypercube Embeddings for Fast Text-based Wildlife Observation Retrieval. CoRR Ilyass Moummad, Marius Miron, David Robinson, Kawtar Zaher, Hervé Goëau, Olivier Pietquin, Pierre Bonnet, Emmanuel Chemla, Matthieu Geist, Alexis Joly
2026	J	`jnl`	How to Optimize Multispecies Set Predictions in Presence-Absence Modeling ? CoRR Sébastien Gigot-Léandri, Gaétan Morand, Alexis Joly, François Munoz, David Mouillot, Christophe Botella, Maximilien Servajean
2026	—	`conf`	LifeCLEF 2026 Teaser: AI Challenges for Biodiversity Understanding and Ecosystem Management. ECIR (4) Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Lukás Adam, Robert Bossy, Kostas Papafitsoros, Vojtech Cermák, Holger Klinck, Willem-Pier Vellinga, Robert Planqué, Tom Denton, Laura Chrobak, Kevin Barnard, Claire Nédellec, Louise Deléger, Marine Courtin, Giulio Martellucci, Fabrice Vinatier, Pierre Bonnet
2026	J	`jnl`	Positive-First Most Ambiguous: A Simple Active Learning Criterion for Interactive Retrieval of Rare Categories. CoRR Kawtar Zaher, Olivier Buisson, Alexis Joly
2026	J	`jnl`	Self-Supervised Learning as Discrete Communication. CoRR Kawtar Zaher, Ilyass Moummad, Olivier Buisson, Alexis Joly
2025	A	`conf`	A Two-Head Loss Function for Deep Average-K Classification. WACV Camille Garcin, Maximilien Servajean, Alexis Joly, Joseph Salmon
2025	J	`jnl`	Adapting a global plant identification model to detect invasive alien plant species in high-resolution road side images. Ecol. Informatics Vincent Espitalier, Jean-Christophe Lombardo, Hervé Goëau, Christophe Botella, Toke Thomas Høye, Mads Dyrmann, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Can Masked Autoencoders Also Listen to Birds? CoRR Lukas Rauch, Ilyass Moummad, René Heinrich, Alexis Joly, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	Can Masked Autoencoders Also Listen to Birds? Trans. Mach. Learn. Res. Lukas Rauch, René Heinrich, Ilyass Moummad, Alexis Joly, Bernhard Sick, Christoph Scholz
2025	A*	`conf`	Deep-Plant-Disease Dataset Is All You Need for Plant Disease Identification. ACM Multimedia Abel Yu Hao Chai, Kelly Li Zhen Jee, Sue Han Lee, Fei Siang Tay, Jules Vandeputte, Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	From underwater to aerial: a novel multi-scale knowledge distillation approach for coral reef monitoring. CoRR Matteo Contini, Victor Illien, Julien Barde, Sylvain Poulain, Serge Bernard, Alexis Joly, Sylvain Bonhommeau
2025	J	`jnl`	From underwater to drone: A novel multi-scale knowledge distillation approach for coral reef monitoring. Ecol. Informatics Matteo Contini, Victor Illien, Julien Barde, Sylvain Poulain, Serge Bernard, Alexis Joly, Sylvain Bonhommeau
2025	A	`conf`	GeoPl@ntNet: A Platform for Exploring Essential Biodiversity Variables. ECAI Lukás Picek, César Leblanc, Alexis Joly, Pierre Bonnet, Rémi Palard, Maximilien Servajean
2025	J	`jnl`	GeoPl@ntNet: A Platform for Exploring Essential Biodiversity Variables. CoRR Lukás Picek, César Leblanc, Alexis Joly, Pierre Bonnet, Rémi Palard, Maximilien Servajean
2025	J	`jnl`	Hashing-Baseline: Rethinking Hashing in the Age of Pretrained Models. CoRR Ilyass Moummad, Kawtar Zaher, Lukas Rauch, Alexis Joly
2025	J	`jnl`	Image Hashing via Cross-View Code Alignment in the Age of Foundation Models. CoRR Ilyass Moummad, Kawtar Zaher, Hervé Goëau, Alexis Joly
2025	—	`conf`	LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification. ECIR (5) Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Lukás Adam, Christophe Botella, Maximilien Servajean, Diego Marcos, César Leblanc, Théo Larcher, Jirí Matas, Klára Janousková, Vojtech Cermák, Kostas Papafitsoros, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Pierre Bonnet, Henning Müller
2025	J	`jnl`	LifeCLEF Plant Identification Task 2014. CoRR Hervé Goëau, Alexis Joly, Pierre Bonnet, Souheil Selmi, Jean-François Molino, Daniel Barthélémy, Nozha Boujemaa
2025	J	`jnl`	LifeCLEF Plant Identification Task 2015. CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	—	`conf`	Mapping biodiversity at very-high resolution in Europe. CVPR Workshops César Leblanc, Lukás Picek, Rémi Palard, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Mapping biodiversity at very-high resolution in Europe. CoRR César Leblanc, Lukás Picek, Benjamin Deneu, Pierre Bonnet, Maximilien Servajean, Rémi Palard, Alexis Joly
2025	—	`conf`	Overview of BirdCLEF+ 2025: Multi-Taxonomic Sound Identification in the Middle Magdalena, Colombia. CLEF (Working Notes) Juan Sebastián Cañas, Stefan Kahl, Tom Denton, Maria Paula Toro-Gómez, Susana Rodríguez-Buritica, Jose Luis Benavides-Lopez, Juan Sebastian Ulloa, Paula Caycedo-Rosales, Holger Klinck, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly
2025	J	`jnl`	Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts? CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing. CoRR Christophe Botella, Benjamin Deneu, Diego Marcos, Maximilien Servajean, Théo Larcher, César Leblanc, Joaquim Estopinan, Pierre Bonnet, Alexis Joly
2025	—	`conf`	Overview of GeoLifeCLEF 2025: Plant Species Presence Prediction with Environmental and High-resolution Remote Sensing Data. CLEF (Working Notes) Lukás Picek, César Leblanc, Théo Larcher, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2025	—	`conf`	Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification. CLEF Lukás Picek, Stefan Kahl, Hervé Goëau, Lukás Adam, Théo Larcher, César Leblanc, Maximilien Servajean, Klára Janousková, Jirí Matas, Vojtech Cermák, Kostas Papafitsoros, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Juan Sebastián Cañas, Giulio Martellucci, Fabrice Vinatier, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries. CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Overview of LifeCLEF Plant Identification task 2020. CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Overview of PlantCLEF 2021: cross-domain plant identification. CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Overview of PlantCLEF 2022: Image-based plant identification at global scale. CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale. CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images. CoRR Hervé Goëau, Vincent Espitalier, Pierre Bonnet, Alexis Joly
2025	—	`conf`	Overview of PlantCLEF 2025: Multi-Species Plant Identification in Vegetation Quadrat Images. CLEF (Working Notes) Giulio Martellucci, Hervé Goëau, Pierre Bonnet, Fabrice Vinatier, Alexis Joly
2025	J	`jnl`	Overview of PlantCLEF 2025: Multi-Species Plant Identification in Vegetation Quadrat Images. CoRR Giulio Martellucci, Hervé Goëau, Pierre Bonnet, Fabrice Vinatier, Alexis Joly
2025	J	`jnl`	Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017). CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	J	`jnl`	Plant identification in an open-world (LifeCLEF 2016). CoRR Hervé Goëau, Pierre Bonnet, Alexis Joly
2025	—	`conf`	The Point is the Mask: Scaling Coral Reef Segmentation with Weak Supervision. ICCVW Matteo Contini, Victor Illien, Sylvain Poulain, Serge Bernard, Julien Barde, Sylvain Bonhommeau, Alexis Joly
2025	J	`jnl`	The point is the mask: scaling coral reef segmentation with weak supervision. CoRR Matteo Contini, Victor Illien, Sylvain Poulain, Serge Bernard, Julien Barde, Sylvain Bonhommeau, Alexis Joly
2025	J	`jnl`	Unlocking Zero-Shot Plant Segmentation with Pl@ntNet Intelligence. CoRR Simon Ravé, Jean-Christophe Lombardo, Pejman Rasti, Alexis Joly, David Rousseau
2024	J	`jnl`	AI-based Mapping of the Conservation Status of Orchid Assemblages at Global Scale. CoRR Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, Alexis Joly, François Munoz
2024	J	`jnl`	Applying the maximum entropy principle to multi-species neural networks improves species distribution models. CoRR Maxime Ryckewaert, Diego Marcos, Christophe Botella, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2024	J	`jnl`	Beyond supervision: Harnessing self-supervised learning in unseen plant disease recognition. Neurocomputing Abel Yu Hao Chai, Sue Han Lee, Fei Siang Tay, Pierre Bonnet, Alexis Joly
2024	—	`conf`	Can Language Improve Visual Features For Distinguishing Unseen Plant Diseases? ICPR (30) Jerad Zherui Liaw, Abel Yu Hao Chai, Sue Han Lee, Pierre Bonnet, Alexis Joly
2024	J	`jnl`	Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it? CoRR Tanguy Lefort, Antoine Affouard, Benjamin Charlier, Jean-Christophe Lombardo, Mathias Chouet, Hervé Goëau, Joseph Salmon, Pierre Bonnet, Alexis Joly
2024	—	`conf`	From Pl@ntNet to GeoPl@ntNet: new AI-based approaches for monitoring plant biodiversity. EGC Alexis Joly
2024	J	`jnl`	Fully automatic extraction of morphological traits from the Web: utopia or reality? CoRR Diego Marcos, Robert van de Vlasakker, Ioannis N. Athanasiadis, Pierre Bonnet, Hervé Goëau, Alexis Joly, W. Daniel Kissling, César Leblanc, André S. J. van Proosdij, Konstantinos P. Panousis
2024	A*	`conf`	GeoPlant: Spatial Plant Species Prediction Dataset. NeurIPS Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Pierre Bonnet, Alexis Joly
2024	J	`jnl`	GeoPlant: Spatial Plant Species Prediction Dataset. CoRR Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Pierre Bonnet, Alexis Joly
2024	J	`jnl`	Identify Ambiguous Tasks Combining Crowdsourced Labels by Weighting Areas Under the Margin. Trans. Mach. Learn. Res. Tanguy Lefort, Benjamin Charlier, Alexis Joly, Joseph Salmon
2024	—	`conf`	LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. ECIR (6) Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Jirí Matas, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Andrew M. Durso, Ivan Eggel, Pierre Bonnet, Henning Müller
2024	—	`conf`	MALPOLON: A Framework for Deep Species Distribution Modeling. BMVC Workshops Théo Larcher, Lukás Picek, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Alexis Joly
2024	J	`jnl`	MALPOLON: A Framework for Deep Species Distribution Modeling. CoRR Théo Larcher, Lukás Picek, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Alexis Joly
2024	J	`jnl`	Mapping global orchid assemblages with deep learning provides novel conservation insights. Ecol. Informatics Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, Alexis Joly, François Munoz
2024	J	`jnl`	Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts. CoRR Joaquim Estopinan, Pierre Bonnet, Maximilien Servajean, François Munoz, Alexis Joly
2024	J	`jnl`	Optimal Re-Materialization Strategies for Heterogeneous Chains: How to Train Deep Neural Networks with Limited Memory. ACM Trans. Math. Softw. Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova
2024	—	`conf`	Overview of BirdCLEF 2024: Acoustic identification of under-studied bird species in the Western Ghats. CLEF (Working Notes) Stefan Kahl, Tom Denton, Holger Klinck, Vijay Ramesh, Viral Joshi, Meghana Srivathsa, Akshay Anand, Chiti Arvind, Harikrishnan Cp, Suyash Sawant, Robin Vv, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly
2024	—	`conf`	Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing. CLEF (Working Notes) Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, Pierre Bonnet, Alexis Joly
2024	—	`conf`	Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification. CLEF (2) Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller
2024	—	`conf`	Overview of PlantCLEF 2024: Multi-species Plant Identification in Vegetation Plot Images. CLEF (Working Notes) Hervé Goëau, Vincent Espitalier, Pierre Bonnet, Alexis Joly
2023	J	`jnl`	A two-head loss function for deep Average-K classification. CoRR Camille Garcin, Maximilien Servajean, Alexis Joly, Joseph Salmon
2023	J	`jnl`	Life Science Workflow Services (LifeSWS): Motivations and Architecture. Trans. Large Scale Data Knowl. Centered Syst. Reza Akbarinia, Christophe Botella, Alexis Joly, Florent Masseglia, Marta Mattoso, Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, Fábio Porto, Christophe Pradal, Dennis E. Shasha, Patrick Valduriez
2023	—	`conf`	LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. ECIR (3) Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Christophe Botella, Diego Marcos, Milan Sulc, Marek Hrúz, Titouan Lorieul, Sara Si-Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller
2023	—	`conf`	Overview of BirdCLEF 2023: Automated Bird Species Identification in Eastern Africa. CLEF (Working Notes) Stefan Kahl, Tom Denton, Holger Klinck, Hendrik Reers, Francis Cherutich, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly
2023	—	`conf`	Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing. CLEF (Working Notes) Christophe Botella, Benjamin Deneu, Diego Marcos Gonzalez, Maximilien Servajean, Théo Larcher, César Leblanc, Joaquim Estopinan, Pierre Bonnet, Alexis Joly
2023	—	`conf`	Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi. CLEF Alexis Joly, Christophe Botella, Lukás Picek, Stefan Kahl, Hervé Goëau, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Rail Chamidullin, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller
2023	—	`conf`	Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale. CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2023	B	`conf`	Pairwise Feature Learning for Unseen Plant Disease Recognition. ICIP Abel Yu Hao Chai, Sue Han Lee, Fei Siang Tay, Yi Lung Then, Hervé Goëau, Pierre Bonnet, Alexis Joly
2022	J	`jnl`	How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval? CoRR Quentin Leroy, Olivier Buisson, Alexis Joly
2022	J	`jnl`	Improve learning combining crowdsourced labels by weighting Areas Under the Margin. CoRR Tanguy Lefort, Benjamin Charlier, Alexis Joly, Joseph Salmon
2022	—	`conf`	LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. ECIR (2) Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller, Milan Sulc
2022	—	`conf`	Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings. CLEF (Working Notes) Stefan Kahl, Amanda Navine, Tom Denton, Holger Klinck, Patrick Hart, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly
2022	—	`conf`	Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data. CLEF (Working Notes) Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2022	—	`conf`	Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Amanda Navine, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Milan Sulc, Marek Hrúz
2022	—	`conf`	Overview of PlantCLEF 2022: Image-based plant identification at global scale. CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2022	—	`conf`	Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks. CLEF (Working Notes) César Leblanc, Alexis Joly, Titouan Lorieul, Maximilien Servajean, Pierre Bonnet
2022	A*	`conf`	Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification. ICML Camille Garcin, Maximilien Servajean, Alexis Joly, Joseph Salmon
2022	J	`jnl`	Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification. CoRR Camille Garcin, Maximilien Servajean, Alexis Joly, Joseph Salmon
2021	J	`jnl`	Classification Under Ambiguity: When Is Average-K Better Than Top-K? CoRR Titouan Lorieul, Alexis Joly, Dennis E. Shasha
2021	J	`jnl`	Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment. PLoS Comput. Biol. Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Christophe Botella, François Munoz, Alexis Joly
2021	—	`ed.`	Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings CLEF K. Selçuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, Nicola Ferro
2021	J	`jnl`	Hyperspherical embedding for novel class classification. CoRR Rafael S. Pereira, Alexis Joly, Patrick Valduriez, Fábio Porto
2021	—	`conf`	LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) Alexis Joly, Hervé Goëau, Elijah Cole, Stefan Kahl, Lukás Picek, Hervé Glotin, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Pierre Bonnet, Andrew Durso, Rafael Luis Ruiz De Castaneda, Ivan Eggel, Henning Müller
2021	—	`conf`	Overview of BirdCLEF 2021: Bird call identification in soundscape recordings. CLEF (Working Notes) Stefan Kahl, Tom Denton, Holger Klinck, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly
2021	—	`conf`	Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images. CLEF (Working Notes) Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2021	—	`conf`	Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Rafael Luis Ruiz De Castaneda, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller
2021	—	`conf`	Overview of PlantCLEF 2021: cross-domain plant identification. CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2021	—	`conf`	Pl@ntNet, la science des données au service de la biodiversité végétale. EGC Alexis Joly
2021	—	`conf`	Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution. NeurIPS Datasets and Benchmarks Camille Garcin, Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Mathias Chouet, Maximilien Servajean, Titouan Lorieul, Joseph Salmon
2021	—	`ed.`	Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021. CLEF (Working Notes) Guglielmo Faggioli, Nicola Ferro, Alexis Joly, Maria Maistro, Florina Piroi
2021	J	`jnl`	Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction. SIGIR Forum K. Selçuk Candan, Guglielmo Faggioli, Nicola Ferro, Lorraine Goeuriot, Bogdan Ionescu, Alexis Joly, Birger Larsen, Maria Maistro, Henning Müller, Florina Piroi
2021	C	`conf`	Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum. CLUSTER Daniel Rosendo, Alexandru Costan, Gabriel Antoniu, Matthieu Simonin, Jean-Christophe Lombardo, Alexis Joly, Patrick Valduriez
2021	J	`jnl`	Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum. CoRR Daniel Rosendo, Alexandru Costan, Gabriel Antoniu, Matthieu Simonin, Jean-Christophe Lombardo, Alexis Joly, Patrick Valduriez
2020	J	`jnl`	AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery. Patterns Tom A. August, Oliver L. Pescott, Alexis Joly, Pierre Bonnet
2020	B	`conf`	Conditional Multi-Task learning for Plant Disease Identification. ICPR Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly
2020	—	`conf`	Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020. CLEF (Working Notes) Juan Villacis-Llobet, Hervé Goëau, Pierre Bonnet, Alexis Joly, Erick Mata-Montero
2020	—	`conf`	How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology? ICPR Workshops (6) Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François Munoz
2020	—	`conf`	LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) Alexis Joly, Hervé Goëau, Stefan Kahl, Christophe Botella, Rafael Luis Ruiz De Castaneda, Hervé Glotin, Elijah Cole, Julien Champ, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Fabian-Robert Stöter, Andrew Durso, Pierre Bonnet, Henning Müller
2020	J	`jnl`	New perspectives on plant disease characterization based on deep learning. Comput. Electron. Agric. Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly
2020	—	`conf`	Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments. CLEF (Working Notes) Stefan Kahl, Mary Clapp, W. Alexander Hopping, Hervé Goëau, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Alexis Joly
2020	—	`conf`	Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction. CLEF Alexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Maximilien Servajean, Elijah Cole, Lukás Picek, Rafael Luis Ruiz De Castañeda, Isabelle Bolon, Andrew Durso, Titouan Lorieul, Christophe Botella, Hervé Glotin, Julien Champ, Ivan Eggel, Willem-Pier Vellinga, Pierre Bonnet, Henning Müller
2020	—	`conf`	Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF). CLEF (Working Notes) Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis Joly
2020	—	`conf`	Overview of LifeCLEF Plant Identification task 2020. CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2020	—	`conf`	Participation of LIRMM / Inria to the GeoLifeCLEF 2020 Challenge. CLEF (Working Notes) Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, François Munoz, Alexis Joly
2020	J	`jnl`	The GeoLifeCLEF 2020 Dataset. CoRR Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly
2019	—	`ch.`	Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation. Information Retrieval Evaluation in a Changing World Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller
2019	J	`jnl`	DZI: An air index for spatial queries in one-dimensional channels. Data Knowl. Eng. Kwangjin Park, Alexis Joly, Patrick Valduriez
2019	—	`conf`	Evaluation of Deep Species Distribution Models Using Environment and Co-occurrences. CLEF Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly
2019	J	`jnl`	Evaluation of Deep Species Distribution Models using Environment and Co-occurrences. CoRR Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly
2019	—	`conf`	LifeCLEF 2019: Biodiversity Identification and Prediction Challenges. ECIR (2) Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Marion Poupard, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Jan Schlüter, Fabian-Robert Stöter, Henning Müller
2019	—	`conf`	Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 Challenge. CLEF (Working Notes) Mathilde Negri, Maximilien Servajean, Benjamin Deneu, Alexis Joly
2019	J	`jnl`	Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory. CoRR Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova
2019	—	`conf`	Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes. CLEF (Working Notes) Stefan Kahl, Fabian-Robert Stöter, Hervé Goëau, Hervé Glotin, Bob Planqué, Willem-Pier Vellinga, Alexis Joly
2019	—	`conf`	Overview of GeoLifeCLEF 2019: Plant Species Prediction using Environment and Animal Occurrences. CLEF (Working Notes) Christophe Botella, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2019	—	`conf`	Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction. CLEF Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Robert Planqué, Fabian-Robert Stöter, Willem-Pier Vellinga, Henning Müller
2019	—	`conf`	Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries. CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2018	—	`ch.`	A Deep Learning Approach to Species Distribution Modelling. Multimedia Tools and Applications for Environmental & Biodiversity Informatics Christophe Botella, Alexis Joly, Pierre Bonnet, Pascal Monestiez, François Munoz
2018	—	`ch.`	Automated Identification of Herbarium Specimens at Different Taxonomic Levels. Multimedia Tools and Applications for Environmental & Biodiversity Informatics Jose Carranza-Rojas, Alexis Joly, Hervé Goëau, Erick Mata-Montero, Pierre Bonnet
2018	—	`ch.`	Introduction. Multimedia Tools and Applications for Environmental & Biodiversity Informatics Alexis Joly, Pierre Bonnet, Stefanos Vrochidis, Kostas D. Karatzas, Ari Karppinen
2018	—	`conf`	Location-based Species Recommendation using Co-occurrences and Environment- GeoLifeCLEF 2018 Challenge. CLEF (Working Notes) Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly
2018	—	`book`	Multimedia Tools and Applications for Environmental & Biodiversity Informatics Alexis Joly, Stefanos Vrochidis, Kostas D. Karatzas, Ari Karppinen, Pierre Bonnet
2018	J	`jnl`	Non-parametric Bayesian annotator combination. Inf. Sci. Maximilien Servajean, Romain Chailan, Alexis Joly
2018	—	`conf`	Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification. CLEF (Working Notes) Hervé Goëau, Stefan Kahl, Hervé Glotin, Bob Planqué, Willem-Pier Vellinga, Alexis Joly
2018	—	`conf`	Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts? CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2018	—	`conf`	Overview of GeoLifeCLEF 2018: Location-based Species Recommendation. CLEF (Working Notes) Christophe Botella, Pierre Bonnet, François Munoz, Pascal Monestiez, Alexis Joly
2018	—	`conf`	Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI. CLEF Alexis Joly, Hervé Goëau, Christophe Botella, Hervé Glotin, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Henning Müller
2018	—	`ch.`	Plant Identification: Experts vs. Machines in the Era of Deep Learning - Deep Learning Techniques Challenge Flora Experts. Multimedia Tools and Applications for Environmental & Biodiversity Informatics Pierre Bonnet, Hervé Goëau, Siang Thye Hang, Mario Lasseck, Milan Sulc, Valéry Malécot, Philippe Jauzein, Jean-Claude Melet, Christian You, Alexis Joly
2017	J	`jnl`	Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach. IEEE Trans. Multim. Maximilien Servajean, Alexis Joly, Dennis E. Shasha, Julien Champ, Esther Pacitti
2017	—	`conf`	LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges. CLEF Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller
2017	—	`conf`	LifeCLEF Bird Identification Task 2017. CLEF (Working Notes) Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Bob Planqué, Alexis Joly
2017	A*	`conf`	Pl@ntNet - My Business. ACM Multimedia Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Hervé Goëau
2017	—	`conf`	Pl@ntNet app in the era of deep learning. ICLR (Workshop) Antoine Affouard, Hervé Goëau, Pierre Bonnet, Jean-Christophe Lombardo, Alexis Joly
2017	—	`conf`	Plant Classification Based on Gated Recurrent Unit. CLEF Sue Han Lee, Yang Loong Chang, Chee Seng Chan, Alexis Joly, Pierre Bonnet, Hervé Goëau
2017	—	`conf`	Plant Identification Based on Noisy Web Data: the Amazing Performance of Deep Learning (LifeCLEF 2017). CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2016	J	`jnl`	A look inside the Pl@ntNet experience - The good, the bias and the hope. Multim. Syst. Alexis Joly, Pierre Bonnet, Hervé Goëau, Julien Barbe, Souheil Selmi, Julien Champ, Samuel Dufour-Kowalski, Antoine Affouard, Jennifer Carré, Jean-François Molino, Nozha Boujemaa, Daniel Barthélémy
2016	J	`jnl`	Categorizing plant images at the variety level: Did you say fine-grained? Pattern Recognit. Lett. Julien Champ, Titouan Lorieul, Pierre Bonnet, Najate Maghnaoui, Christophe Sereno, Thierry Dessup, Jean-Michel Boursiquot, Laurent Audeguin, Thierry Lacombe, Alexis Joly
2016	A*	`conf`	Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet. ACM Multimedia Alexis Joly, Hervé Goëau, Julien Champ, Samuel Dufour-Kowalski, Henning Müller, Pierre Bonnet
2016	—	`conf`	Floristic participation at LifeCLEF 2016 Plant Identification Task. CLEF (Working Notes) Julien Champ, Hervé Goëau, Alexis Joly
2016	J	`jnl`	Guest Editorial: Environmental Multimedia Retrieval. Multim. Tools Appl. Stefanos Vrochidis, Kostas D. Karatzas, Ari Karppinen, Alexis Joly
2016	—	`conf`	LifeCLEF 2016: Multimedia Life Species Identification Challenges. CLEF Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Julien Champ, Robert Planqué, Simone Palazzo, Henning Müller
2016	—	`conf`	LifeCLEF Bird Identification Task 2016: The arrival of Deep learning. CLEF (Working Notes) Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Alexis Joly
2016	—	`conf`	Plant Identification in an Open-world (LifeCLEF 2016). CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2016	J	`jnl`	Plant identification: man vs. machine - LifeCLEF 2014 plant identification challenge. Multim. Tools Appl. Pierre Bonnet, Alexis Joly, Hervé Goëau, Julien Champ, Christel Vignau, Jean-François Molino, Daniel Barthélémy, Nozha Boujemaa
2016	B	`conf`	Spatially Localized Visual Dictionary Learning. ICMR Valentin Leveau, Alexis Joly, Olivier Buisson, Patrick Valduriez
2016	A*	`conf`	ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing. ACM Multimedia Maximilien Servajean, Alexis Joly, Dennis E. Shasha, Julien Champ, Esther Pacitti
2016	—	`conf`	Unsupervised Individual Whales Identification: Spot the Difference in the Ocean. CLEF (Working Notes) Alexis Joly, Jean-Christophe Lombardo, Julien Champ, Anjara Saloma
2015	—	`conf`	A Comparative Study of Fine-grained Classification Methods in the Context of the LifeCLEF Plant Identification Challenge 2015. CLEF (Working Notes) Julien Champ, Titouan Lorieul, Maximilien Servajean, Alexis Joly
2015	B	`conf`	DigInPix: Visual Named-Entities Identification in Images and Videos. ICMR Pierre Letessier, Nicolas Hervé, Alexis Joly, Hakim Nabi, Mathieu Derval, Olivier Buisson
2015	B	`conf`	Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification. ICMR Valentin Leveau, Alexis Joly, Olivier Buisson, Patrick Valduriez
2015	—	`book`	Large-scale Content-based Visual Information Retrieval. Alexis Joly
2015	—	`conf`	LifeCLEF 2015: Multimedia Life Species Identification Challenges. CLEF Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Simone Palazzo, Bob Fisher, Henning Müller
2015	—	`conf`	LifeCLEF Bird Identification Task 2015. CLEF (Working Notes) Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Alexis Joly
2015	—	`conf`	LifeCLEF Plant Identification Task 2015. CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly
2015	—	`ed.`	Proceedings of the 2nd International Workshop on Environmental Multimedia Retrieval, EMR@ICMR 2015, Shanghai, China, June 23-26, 2015 EMR@ICMR Stefanos Vrochidis, Kostas D. Karatzas, Ari Karppinen, Alexis Joly, Alexandra Branzan Albu
2015	—	`conf`	Shared Nearest Neighbors Match Kernel for Bird Songs Identification - LifeCLEF 2015 Challenge. CLEF (Working Notes) Alexis Joly, Valentin Leveau, Julien Champ, Olivier Buisson
2014	—	`conf`	Are Species Identification Tools Biodiversity-friendly? MAED@MM Alexis Joly, Hervé Goëau, Pierre Bonnet, Concetto Spampinato, Hervé Glotin, Andreas Rauber, Willem-Pier Vellinga, Robert B. Fisher, Henning Müller
2014	A*	`conf`	Fine-grained Visual Faceted Search. ACM Multimedia Julien Champ, Alexis Joly, Pierre Bonnet
2014	—	`conf`	Instance-based Bird Species Identification with Undiscriminant Features Pruning. CLEF (Working Notes) Alexis Joly, Julien Champ, Olivier Buisson
2014	J	`jnl`	Interactive plant identification based on social image data. Ecol. Informatics Alexis Joly, Hervé Goëau, Pierre Bonnet, Vera Bakic, Julien Barbe, Souheil Selmi, Itheri Yahiaoui, Jennifer Carré, Elise Mouysset, Jean-François Molino, Nozha Boujemaa, Daniel Barthélémy
2014	—	`conf`	LifeCLEF 2014: Multimedia Life Species Identification Challenges. CLEF Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Robert B. Fisher, Henning Müller
2014	—	`conf`	LifeCLEF Bird Identication Task 2014. CLEF (Working Notes) Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Alexis Joly
2014	—	`conf`	LifeCLEF Plant Identification Task 2014. CLEF (Working Notes) Alexis Joly, Hervé Goëau
2014	—	`conf`	LifeCLEF: Multimedia life species identification. EMR@ICMR Alexis Joly, Henning Müller, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Andreas Rauber, Pierre Bonnet, Willem-Pier Vellinga, Robert B. Fisher, Robert Planqué
2014	J	`jnl`	Object-based visual query suggestion. Multim. Tools Appl. Amel Hamzaoui, Pierre Letessier, Alexis Joly, Olivier Buisson, Nozha Boujemaa
2014	B	`conf`	Pl@ntNet Mobile 2014: Android port and new features. ICMR Hervé Goëau, Pierre Bonnet, Alexis Joly, Antoine Affouard, Vera Bakic, Julien Barbe, Samuel Dufour, Souheil Selmi, Itheri Yahiaoui, Christel Vignau, Daniel Barthélémy, Nozha Boujemaa
2014	—	`conf`	PlantNet Participation at LifeCLEF2014 Plant Identification Task. CLEF (Working Notes) Hervé Goëau, Alexis Joly, Itheri Yahiaoui
2014	—	`ed.`	Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, EMR@ICMR 2014, Glasgow, UK, April 1, 2014. EMR@ICMR Stefanos Vrochidis, Kostas D. Karatzas, Ari Karppinen, Alexis Joly
2014	A*	`conf`	Recognizing Thousands of Legal Entities through Instance-based Visual Classification. ACM Multimedia Valentin Leveau, Alexis Joly, Olivier Buisson, Pierre Letessier, Patrick Valduriez
2013	—	`conf`	ImageCLEF 2013: The Vision, the Data and the Open Challenges. CLEF Barbara Caputo, Henning Müller, Bart Thomee, Mauricio Villegas, Roberto Paredes, David Zellhöfer, Hervé Goëau, Alexis Joly, Pierre Bonnet, Jesus Martínez-Gómez, Ismael García-Varea, Miguel Cazorla
2013	—	`conf`	Inria's Participation at ImageCLEF 2013 Plant Identification Task. CLEF (Working Notes) Vera Bakic, Sofiène Mouine, Saloua Ouertani-Litayem, Anne Verroust-Blondet, Itheri Yahiaoui, Hervé Goëau, Alexis Joly
2013	A*	`conf`	OTMedia: the French TransMedia news observatory. ACM Multimedia Nicolas Hervé, Marie-Luce Viaud, Jérôme Thièvre, Agnès Saulnier, Julien Champ, Pierre Letessier, Olivier Buisson, Alexis Joly
2013	A*	`conf`	Pl@ntNet mobile app. ACM Multimedia Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakic, Julien Barbe, Itheri Yahiaoui, Souheil Selmi, Jennifer Carré, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino, Grégoire Duché, Aurélien Péronnet
2013	A*	`conf`	Small objects query suggestion in a large web-image collection. ACM Multimedia Pierre Letessier, Nicolas Hervé, Julien Champ, Alexis Joly, Olivier Buisson, Amel Hamzaoui
2013	—	`conf`	The ImageCLEF 2013 Plant Identification Task. CLEF (Working Notes) Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakic, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino
2013	—	`conf`	The imageCLEF plant identification task 2013. MAED@ACM Multimedia Hervé Goëau, Alexis Joly, Pierre Bonnet, Vera Bakic, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino
2012	J	`jnl`	BLasso for object categorization and retrieval: Towards interpretable visual models. Pattern Recognit. Ahmed Rebai, Alexis Joly, Nozha Boujemaa
2012	B	`conf`	Distributed KNN-graph approximation via hashing. ICMR Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa
2012	A	`conf`	Hash-Based Support Vector Machines Approximation for Large Scale Prediction. BMVC Saloua Litayem, Alexis Joly, Nozha Boujemaa
2012	—	`conf`	Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) Vera Bakic, Itheri Yahiaoui, Sofiène Mouine, Saloua Litayem, Wajih Ouertani, Anne Verroust-Blondet, Hervé Goëau, Alexis Joly
2012	—	`conf`	Large Scale KNN-Graph Approximation. ICDM Workshops Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa
2012	—	`conf`	Multi-organ plant identification. MAED@ACM Multimedia Hervé Goëau, Pierre Bonnet, Julien Barbe, Vera Bakic, Alexis Joly, Jean-François Molino, Daniel Barthélémy, Nozha Boujemaa
2012	—	`conf`	Plant leaves morphological categorization with shared nearest neighbours clustering. MAED@ACM Multimedia Amel Hamzaoui, Alexis Joly, Hervé Goëau
2012	A*	`conf`	Scalable mining of small visual objects. ACM Multimedia Pierre Letessier, Olivier Buisson, Alexis Joly
2012	—	`conf`	The ImageCLEF 2012 Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) Hervé Goëau, Pierre Bonnet, Alexis Joly, Itheri Yahiaoui, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino
2012	A*	`conf`	Visual-based transmedia events detection. ACM Multimedia Alexis Joly, Julien Champ, Pierre Letessier, Nicolas Hervé, Olivier Buisson, Marie-Luce Viaud
2011	B	`conf`	Consistent visual words mining with adaptive sampling. ICMR Pierre Letessier, Olivier Buisson, Alexis Joly
2011	B	`conf`	Interpretable visual models for human perception-based object retrieval. ICMR Ahmed Rebai, Alexis Joly, Nozha Boujemaa
2011	B	`conf`	Large scale visual-based event matching. ICMR Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa
2011	J	`jnl`	Multi-source shared nearest neighbours for multi-modal image clustering. Multim. Tools Appl. Amel Hamzaoui, Alexis Joly, Nozha Boujemaa
2011	—	`conf`	Participation of INRIA & Pl@ntNet to ImageCLEF 2011 Plant Images Classification Task. CLEF (Notebook Papers/Labs/Workshop) Hervé Goëau, Alexis Joly, Itheri Yahiaoui, Pierre Bonnet, Elise Mouysset
2011	A*	`conf`	Random maximum margin hashing. CVPR Alexis Joly, Olivier Buisson
2011	—	`conf`	The CLEF 2011 Plant Images Classification Task. CLEF (Notebook Papers/Labs/Workshop) Hervé Goëau, Pierre Bonnet, Alexis Joly, Nozha Boujemaa, Daniel Barthélémy, Jean-François Molino, Philippe Birnbaum, Elise Mouysset, Marie Picard
2011	A*	`conf`	Visual-based plant species identification from crowdsourced data. ACM Multimedia Hervé Goëau, Alexis Joly, Souheil Selmi, Pierre Bonnet, Elise Mouysset, Laurent Joyeux, Jean-François Molino, Philippe Birnbaum, Daniel Barthélémy, Nozha Boujemaa
2010	—	`conf`	Multi-source RSC model for multiple search result clustering. WIAMIS Amel Hamzaoui, Alexis Joly, Nozha Boujemaa
2009	A*	`conf`	Interactive objects retrieval with efficient boosting. ACM Multimedia Saloua Litayem, Alexis Joly, Nozha Boujemaa
2009	A*	`conf`	Logo retrieval with a contrario visual query expansion. ACM Multimedia Alexis Joly, Olivier Buisson
2009	—	`conf`	VITALAS at TRECVID-2009. TRECVID Christos Diou, Nikos Dimitriou, Panagiotis Panagiotopoulos, Christos Papachristou, Anastasios Delopoulos, George Stephanopoulos, Henning Rode, Theodora Tsikrika, Arjen P. de Vries, Daniel Schneider, Jochen Schwenninger, Marie-Luce Viaud, Agnès Saulnier, Peter Altendorf, Birgit Schröter, Matthias Elser, Angel Rego, Alex Rodriguez, Cristina Martínez, Iñaki Etxaniz, Gérard Dupont, Bruno Grilhères, Nicolas Martin, Nozha Boujemaa, Alexis Joly, Raffi Enficiaud, Anne Verroust, Souheil Selmi, Mondher Khadhraoui
2008	A*	`conf`	A posteriori multi-probe locality sensitive hashing. ACM Multimedia Alexis Joly, Olivier Buisson
2008	—	`conf`	INRIA-IMEDIA TRECVID 2008: Video Copy Detection. TRECVID Alexis Joly, Julien Law-To, Nozha Boujemaa
2007	J	`jnl`	Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search. IEEE Trans. Multim. Alexis Joly, Olivier Buisson, Carl Frélicot
2007	—	`conf`	Interpretability based interest points detection. CIVR Ahmed Rebai, Alexis Joly, Nozha Boujemaa
2007	—	`conf`	New local descriptors based on dissociated dipoles. CIVR Alexis Joly
2007	—	`conf`	Video and image copy detection demo. CIVR Julien Law-To, Alexis Joly, Laurent Joyeux, Nozha Boujemaa, Olivier Buisson, Valérie Gouet-Brunet
2007	—	`conf`	Video copy detection: a comparative study. CIVR Julien Law-To, Li Chen, Alexis Joly, Ivan Laptev, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa, Fred Stentiford
2006	—	`conf`	Constant tangential angle elected interest points. Multimedia Information Retrieval Ahmed Rebai, Alexis Joly, Nozha Boujemaa
2005	—	`conf`	Content-based video copy detection in large databases: a local fingerprints statistical similarity search approach. ICIP (1) Alexis Joly, Carl Frélicot, Olivier Buisson
2005	—	`conf`	Discriminant local features selection using efficient density estimation in a large database. Multimedia Information Retrieval Alexis Joly, Olivier Buisson
2005	—	`conf`	Statistical similarity search applied to content-based video copy detection. BDA Alexis Joly, Olivier Buisson, Carl Frélicot
2005	—	`conf`	Statistical similarity search applied to content-based video copy detection. ICDE Workshops Alexis Joly, Olivier Buisson, Carl Frélicot
2004	B	`conf`	Feature statistical retrieval applied to content-based copy identification. ICIP Alexis Joly, Carl Frélicot, Olivier Buisson
2003	—	`conf`	Robust Content-Based Video Copy Identification in a Large Reference Database. CIVR Alexis Joly, Carl Frélicot, Olivier Buisson