Search Results for author: Martin Laviale

Found 3 papers, 2 papers with code

Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval

1 code implementation16 Aug 2023 Aishwarya Venkataramanan, Martin Laviale, Cédric Pradalier

Most of the research in content-based image retrieval (CBIR) focus on developing robust feature representations that can effectively retrieve instances from a database of images that are visually similar to a query.

Content-Based Image Retrieval Retrieval +2

Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers

1 code implementation23 May 2023 Aishwarya Venkataramanan, Assia Benbihi, Martin Laviale, Cedric Pradalier

Recent works show that the data distribution in a network's latent space is useful for estimating classification uncertainty and detecting Out-of-distribution (OOD) samples.

Decision Making Under Uncertainty Representation Learning

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