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project-oceania/whoi_timm-evagiant-m30m-336_manual_ral
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project-oceania/whoi_timm-evagiant-m30m-336_manual_balanced-meta-softmax
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project-oceania/whoi_timm-convnextv-huge-384_noaugmentation_asymmetric
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project-oceania/whoi_timm-convnextv-huge-384_noaugmentation_balanced-meta-softmax
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AI & ML interests
Explainable AI, computer vision, image classification, modeling, ocean ecology, plankton, climate change, etc.!
Recent Activity
Inria Challenge OcéanIA aims at developing new artificial intelligence and mathematical modeling tools to contribute to the understanding of the structure, functioning, underlying mechanisms, and dynamics of the ocean and their role in regulating and sustaining the biosphere, and tackling the climate change.
OcéanIA is a four-years project (11.2020--12.2025) involving Inria teams in Chile, Paris, Saclay, and Sophia-Antipolis, and the Fondation Tara Océan, the Center of Mathematical Modeling (CMM, U.Chile), the Pontificia Universidad Católica de Chile (PUC), the GO-SEE CNRS Federation, and the Laboratoire des Sciences du Numérique de Nantes (LS2N). See the full description of the team here.
The goals are discussed in depth in the project white book:
Sanchez-Pi, N., Martí, L., Abreu, A., Bernard, O., de Vargas, C., Eveillard, D., Maass, A., Marquet, P. A., Sainte-Marie, J., Salomon, J., Schoenauer, M., & Sebag, M. (2021). OcéanIA: AI, Data, and Models for Understanding the Ocean and Climate Change. (N. Sanchez-Pi & L. Martí, Eds.). Lille, Paris, Saclay, Santiago, Sophia-Antipolis: Inria – Institut national de recherche en sciences et technologies du numérique. download pdf

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project-oceania/whoi_timm-evagiant-m30m-336_manual_ral
1B • Updated -
project-oceania/whoi_timm-evagiant-m30m-336_manual_balanced-meta-softmax
1B • Updated -
project-oceania/whoi_timm-convnextv-huge-384_noaugmentation_asymmetric
0.7B • Updated -
project-oceania/whoi_timm-convnextv-huge-384_noaugmentation_balanced-meta-softmax
0.7B • Updated