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]
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]
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]
A data driven approach to generate realistic 3D tree barks
Aishwarya Venkataramanan, Antoine Richard, Cédric Pradalier
Graphical Models
September 2022.
[Paper] [Code]
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]