Going deeper in the automated identification of Herbarium specimens von Carranza-Rojas, Jose, Goeau, Herve, Bonnet, Pierre, Mata-Montero, Erick, Joly, Alexis

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Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment von Deneu, Benjamin, Servajean, Maximilien, Bonnet, Pierre, Botella, Christophe, Munoz, François, Joly, Alexis

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Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection von Botella, Christophe, Joly, Alexis, Monestiez, Pascal, Bonnet, Pierre, Munoz, François

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Attention-Based Recurrent Neural Network for Plant Disease Classification von Lee, Sue Han, Goëau, Hervé, Bonnet, Pierre, Joly, Alexis

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Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots von Champ, Julien, Mora‐Fallas, Adan, Goëau, Hervé, Mata‐Montero, Erick, Bonnet, Pierre, Joly, Alexis

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Very High Resolution Species Distribution Modeling Based on Remote Sensing Imagery: How to Capture Fine-Grained and Large-Scale Vegetation Ecology With Convolutional Neural Network... von Deneu, Benjamin, Joly, Alexis, Bonnet, Pierre, Servajean, Maximilien, Munoz, François

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Deep Species Distribution Modeling From Sentinel-2 Image Time-Series: A Global Scale Analysis on the Orchid Family von Estopinan, Joaquim, Servajean, Maximilien, Bonnet, Pierre, Munoz, François, Joly, Alexis

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Dynamic Species Distribution Modeling Reveals the Pivotal Role of Human-Mediated Long-Distance Dispersal in Plant Invasion von Botella, Christophe, Bonnet, Pierre, Hui, Cang, Joly, Alexis, Richardson, David M.

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A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN von Davis, Charles C., Champ, Julien, Park, Daniel S., Breckheimer, Ian, Lyra, Goia M., Xie, Junxi, Joly, Alexis, Tarapore, Dharmesh, Ellison, Aaron M., Bonnet, Pierre

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Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search von Joly, A., Buisson, O., Frelicot, C.

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Revolutionizing Plant Pathogen Conservation: The Past, Present, and Future of AI in Preserving Natural Ecosystems von Lee, Sue Han, Liaw, Zhe Rui, Chai, Yu Hao, Ng, Shien Lin, Bonnet, Pierre, Goëau, Hervé, Joly, Alexis

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AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery von August, Tom A., Pescott, Oliver L., Joly, Alexis, Bonnet, Pierre

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Can Artificial Intelligence Help in the Study of Vegetative Growth Patterns from Herbarium Collections? An Evaluation of the Tropical Flora of the French Guiana Forest von Goëau, Hervé, Lorieul, Titouan, Heuret, Patrick, Joly, Alexis, Bonnet, Pierre

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Seatizen Atlas: a collaborative dataset of underwater and aerial marine imagery von Contini, Matteo, Illien, Victor, Julien, Mohan, Ravitchandirane, Mervyn, Russias, Victor, Lazennec, Arthur, Chevrier, Thomas, Rintz, Cam Ly, Carpentier, Léanne, Gogendeau, Pierre, Leblanc, César, Bernard, Serge, Boyer, Alexandre, Talpaert Daudon, Justine, Poulain, Sylvain, Barde, Julien, Joly, Alexis, Bonhommeau, Sylvain

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Estimating Compositions and Nutritional Values of Seed Mixes Based on Vision Transformers von Mehreen, Shamprikta, Goëau, Hervé, Bonnet, Pierre, Chau, Sophie, Champ, Julien, Joly, Alexis

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Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proce... von Candan, K. Selçuk, Ionescu, Bogdan, Goeuriot, Lorraine, Larsen, Birger, Müller, Henning, Joly, Alexis, Maistro, Maria, Piroi, Florina, Faggioli, Guglielmo, Ferro, Nicola

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A new fine‐grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction von Goëau, Hervé, Mora‐Fallas, Adán, Champ, Julien, Love, Natalie L. Rossington, Mazer, Susan J., Mata‐Montero, Erick, Joly, Alexis, Bonnet, Pierre

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How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools von Bonnet, Pierre, Joly, Alexis, Faton, Jean‐Michel, Brown, Susan, Kimiti, David, Deneu, Benjamin, Servajean, Maximilien, Affouard, Antoine, Lombardo, Jean‐Christophe, Mary, Laura, Vignau, Christel, Munoz, François

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Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service von Bonnet, Pierre, Affouard, Antoine, Lombardo, Jean-Christophe, Chouet, Mathias, Gresse, Hugo, Hequet, Vanessa, Palard, Remi, Fromholtz, Maxime, Espitalier, Vincent, Goëau, Hervé, Deneu, Benjamin, Botella, Christophe, Estopinan, Joaquim, Leblanc, César, Servajean, Maximilien, Munoz, François, Joly, Alexis

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Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus von Love, Natalie L. R., Bonnet, Pierre, Goëau, Hervé, Joly, Alexis, Mazer, Susan J.

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