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most citedParametric Information Maximization for Generalized Category Discovery

1 citations · 2 across the 3 of their papers we have counts for

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cs.CV2022★ 1 cited

Parametric Information Maximization for Generalized Category Discovery

Florent Chiaroni, Jose Dolz, Ziko Imtiaz Masud +2

We introduce a Parametric Information Maximization (PIM) model for the Generalized Category Discovery (GCD) problem. Specifically, we propose a bi-level optimization formulation, w…

cs.CV2022

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

Florent Chiaroni, Malik Boudiaf, Amar Mitiche +1

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