correction v2 seminar Ronan Sicre

content/event/2024-03-21_seminaire-Ronan-Sicre/index.md

@@ -13,17 +13,17 @@ projects: []
 tags:
 - events
 title: '2024-03-21 : INT-CONECT seminar by Ronan Sicre'
-subtitle: '"Implicit bias of gradient descent for wide two-layer neural networks trained with the logistic loss" (2020)'
+subtitle: '"Visual interpretability: saliency maps and interpretable classification"'
 summary: 'INT-CONECT seminar by Ronan Sicre (LIS, AMU)'
 ---
 
 
 * When: Thursday, March 21th ***12:30 to 13:30*** 
 * Where: _salle Vinay_
 
-During this INT/CONECT seminar, [Pr Ronan Sicre](https://pageperso.lis-lab.fr/~ronan.sicre/wordpress/) will present his recent work. TBA
+During this INT/CONECT seminar, [Pr Ronan Sicre](https://pageperso.lis-lab.fr/~ronan.sicre/wordpress/) will present his recent work on "Visual interpretability: saliency maps and interpretable classification."
 
-> Abstract : TBA
+> Abstract : We will first review previous work on visual interpretability methods and particularly saliency-based methods. We will then present Opti-CAM, a CAM-based method that optimizes a masking objective per instance. The resulting saliency map highlights the important area of an image regarding the decision of a trained image classification network. Then, we will review some works around interpretable image classification using parts or prototype-based architectures.
 
 {{% callout note %}}
 Assistant professor at Ecole Centrale Marseille and research at team QARMA in LIS laboratory.