Search Results for author: Florent Chiaroni

Found 4 papers, 2 papers with code

Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions

1 code implementation30 Jul 2022 Florent Chiaroni, Malik Boudiaf, Amar Mitiche, Ismail Ben Ayed

We explore clustering the softmax predictions of deep neural networks and introduce a novel probabilistic clustering method, referred to as k-sBetas.

Unsupervised Domain Adaptation

Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification

1 code implementation4 Oct 2019 Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frederic Dufaux

In this manner, the discriminator is constrained to request the generator to converge towards the unlabeled samples distribution while diverging from the positive samples distribution.

General Classification Image Classification

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