Deep learning‐based methods for individual recognition in small birds von Ferreira, André C., Silva, Liliana R., Renna, Francesco, Brandl, Hanja B., Renoult, Julien P., Farine, Damien R., Covas, Rita, Doutrelant, Claire, Codling, Edward

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Sparsity in an artificial neural network predicts beauty: Towards a model of processing-based aesthetics von Dibot, Nicolas M, Tieo, Sonia, Mendelson, Tamra C, Puech, William, Renoult, Julien P

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Sexual signaling pattern correlates with habitat pattern in visually ornamented fishes von Hulse, Samuel V., Renoult, Julien P., Mendelson, Tamra C.

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Deep learning for studying drawing behavior: A review von Beltzung, Benjamin, Pelé, Marie, Renoult, Julien P, Sueur, Cédric

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The aesthetic value of reef fishes is globally mismatched to their conservation priorities von Langlois, Juliette, Guilhaumon, François, Baletaud, Florian, Casajus, Nicolas, De Almeida Braga, Cédric, Fleuré, Valentine, Kulbicki, Michel, Loiseau, Nicolas, Mouillot, David, Renoult, Julien P, Stahl, Aliénor, Stuart Smith, Rick D, Tribot, Anne-Sophie, Mouquet, Nicolas

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Comparative analysis reveals assortative mate preferences in darters independent of sympatry and sex von Héjja‐Brichard, Yseult, Renoult, Julien P., Mendelson, Tamra C.

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Testing of the Taxonomic Diagnosis of Zebrus pallaoroi Kovačić, Šanda & Vukić, 2021 (Actinopteri: Gobiiformes: Gobiidae), on a Large Sample from the Western Mediterranean von Kovačić, Marcelo, Bérenger, Lucas, Renoult, Julien P.

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Adaptation of flower and fruit colours to multiple, distinct mutualists von Renoult, Julien P., Valido, Alfredo, Jordano, Pedro, Schaefer, H. Martin

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Mandrill mothers associate with infants who look like their own offspring using phenotype matching von Charpentier, Marie J E, Poirotte, Clémence, Roura-Torres, Berta, Amblard-Rambert, Paul, Willaume, Eric, Kappeler, Peter M, Rousset, François, Renoult, Julien P

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Colour spaces in ecology and evolutionary biology von Renoult, Julien P., Kelber, Almut, Schaefer, H. Martin

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Using Artificial Intelligence to Analyze Non-Human Drawings: A First Step with Orangutan Productions von Beltzung, Benjamin, Pelé, Marie, Renoult, Julien P, Shimada, Masaki, Sueur, Cédric

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Beauty is in the efficient coding of the beholder von Renoult, Julien P., Bovet, Jeanne, Raymond, Michel

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Cyto-nuclear discordance in the phylogeny of Ficus section Galoglychia and host shifts in plant-pollinator associations von Renoult, Julien P, Kjellberg, Finn, Grout, Cinderella, Santoni, Sylvain, Khadari, Bouchaïb

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Social and sexual consequences of facial femininity in a non-human primate von Tieo, Sonia, Dezeure, Jules, Cryer, Anna, Lepou, Pascal, Charpentier, Marie J.E., Renoult, Julien P.

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The Mandrillus Face Database: A portrait image database for individual and sex recognition, and age prediction in a non-human primate von Tieo, Sonia, Restrepo-Ortiz, Claudia Ximena, Roura-Torres, Berta, Sauvadet, Loic, Harté, Mélanie, Charpentier, Marie J.E., Renoult, Julien P.

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Processing bias: extending sensory drive to include efficacy and efficiency in information processing von Renoult, Julien P, Mendelson, Tamra C

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Identification of enigmatic Mediterranean fish Gobius ater Bellotti, 1888 (Teleostei: Gobiidae) based on morphology from underwater photographs von Kovačić, Marcelo, Pillon, Roberto, Renoult, Julien P.

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The Delimitation of Geographic Distributions of Gobius bucchichi and Gobius incognitus (Teleostei: Gobiidae) von Kovačić, Marcelo, Renoult, Julien P., Pillon, Roberto, Bilecenoglu, Murat, Tiralongo, Francesco, Bogorodsky, Sergey V., Engin, Semih, Kovtun, Oleg, Louisy, Patrick, Patzner, Robert A., Rothman, Shevy Bat-Sheva, Soldo, Alen, Yokes, Mehmet Baki

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The evolution of the multicoloured face of mandrills: insights from the perceptual space of colour vision von Renoult, Julien P, Schaefer, H Martin, Sallé, Bettina, Charpentier, Marie J E

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The relative importance of color signaling for plant generalization in pollination networks von Renoult, Julien P., Blüthgen, Nico, Binkenstein, Julia, Weiner, Christiane N., Werner, Michael, Schaefer, H. Martin

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