Antoine Pirovano

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All published works

Action	Title	Year	Authors
+ PDF Chat	Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations	2020	Antoine Pirovano Hippolyte Heuberger Sylvain Berlemont Saïd Ladjal Isabelle Bloch
+	Regression Constraint for an Explainable Cervical Cancer Classifier.	2019	Antoine Pirovano Leandro G. Almeida Saïd Ladjal

Common Coauthors

Coauthor	Papers Together
Saïd Ladjal	2
Hippolyte Heuberger	1
Isabelle Bloch	1
Sylvain Berlemont	1
Leandro G. Almeida	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Feed-Forward Networks with Attention Can Solve Some Long-Term Memory Problems	2015	Colin Raffel Daniel P. W. Ellis	1
+	SmoothGrad: removing noise by adding noise	2017	Daniel Smilkov Nikhil Thorat Been Kim Fernanda Viégas Martin Wattenberg	1
+	Attention-based Deep Multiple Instance Learning	2018	Maximilian Ilse Jakub M. Tomczak Max Welling	1
+	Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach	2018	Pierre Courtiol Eric W. Tramel Marc Sanselme Gilles Wainrib	1
+	An attention-based multi-resolution model for prostate whole slide imageclassification and localization	2019	Jiayun Li Wenyuan Li Arkadiusz Gertych Beatrice S. Knudsen William Speier Corey Arnold	1
+	Transfusion: Understanding Transfer Learning for Medical Imaging	2019	Maithra Raghu Chiyuan Zhang Jon Kleinberg Samy Bengio	1
+	Axiomatic Attribution for Deep Networks	2017	Mukund Sundararajan Ankur Taly Qiqi Yan	1
+	Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	2013	Karen Simonyan Andrea Vedaldi Andrew Zisserman	1
+ PDF Chat	Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution	2021	Gary Goh Sebastian Lapuschkin Leander Weber Wojciech Samek Alexander Binder	1
+ PDF Chat	Interpretable Explanations of Black Boxes by Meaningful Perturbation	2017	Ruth Fong Andrea Vedaldi	1
+ PDF Chat	DeepPap: Deep Convolutional Networks for Cervical Cell Classification	2017	Ling Zhang Le Lü Isabella Nogues Ronald M. Summers Shaoxiong Liu Jianhua Yao	1