1 code implementation • 16 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.
1 code implementation • 23 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.
no code implementations • 24 Sep 2021 • Aishwarya Venkataramanan, Martin Laviale, Cécile Figus, Philippe Usseglio-Polatera, Cédric Pradalier
In this paper, we propose to account for it by partitioning the classes with high variance based on the visual features.