Publications
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Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers
Aishwarya Venkataramanan, Assia Benbihi, Martin Laviale, Cédric Pradalier International Conference on Computer Vision (ICCV) Workshop October 2023. [Paper] [Code] |
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Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval
Aishwarya Venkataramanan, Martin Laviale, Cédric Pradalier International Conference on Computer Vision Systems (ICVS) September 2023. [Paper] [Code] |
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Usefulness of synthetic datasets for diatom automatic detection using a deep-learning approach
Aishwarya Venkataramanan, Pierre Faure-Giovagnoli, Cyril Regan, David Heudre, Cécile Figus, Philippe Usseglio-Polatera, Cédric Pradalier, Martin Laviale Engineering Applications of Artificial Intelligence January 2023. [Paper] [Code] [Data] |
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A data driven approach to generate realistic 3D tree barks
Aishwarya Venkataramanan, Antoine Richard, Cédric Pradalier Graphical Models September 2022. [Paper] [Code] |
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Tackling Inter-Class Similarity and Intra-Class Variance for Microscopic Image-based Classification
Aishwarya Venkataramanan, Martin Laviale, Cécile Figus, Philippe Usseglio-Polatera, Cédric Pradalier International Conference on Computer Vision Systems (ICVS) September 2021. [Paper] |