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  3. 2012.00362
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Rethinking Positive Aggregation and Propagation of Gradients in
  Gradient-based Saliency Methods

Rethinking Positive Aggregation and Propagation of Gradients in Gradient-based Saliency Methods

1 December 2020
Ashkan Khakzar
Soroosh Baselizadeh
Nassir Navab
    FAtt
ArXiv (abs)PDFHTML

Papers citing "Rethinking Positive Aggregation and Propagation of Gradients in Gradient-based Saliency Methods"

7 / 7 papers shown
Pixel-Level Explanation of Multiple Instance Learning Models in
  Biomedical Single Cell Images
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell ImagesInformation Processing in Medical Imaging (IPMI), 2023
Ario Sadafi
Oleksandra Adonkina
Ashkan Khakzar
P. Lienemann
Rudolf Matthias Hehr
Daniel Rueckert
Nassir Navab
Carsten Marr
FAtt
243
13
0
15 Mar 2023
Analyzing the Effects of Handling Data Imbalance on Learned Features
  from Medical Images by Looking Into the Models
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models
Ashkan Khakzar
Yawei Li
Yang Zhang
Mirac Sanisoglu
Seong Tae Kim
Mina Rezaei
B. Bischl
Nassir Navab
256
0
0
04 Apr 2022
Interpretable Vertebral Fracture Diagnosis
Interpretable Vertebral Fracture Diagnosis
Paul Engstler
Matthias Keicher
D. Schinz
Kristina Mach
A. Gersing
...
Anna-Sophia Dietrich
Benedikt Wiestler
Jan S. Kirschke
Ashkan Khakzar
Nassir Navab
FAttMedIm
166
6
0
30 Mar 2022
Do Explanations Explain? Model Knows Best
Do Explanations Explain? Model Knows BestComputer Vision and Pattern Recognition (CVPR), 2022
Ashkan Khakzar
Pedram J. Khorsandi
Rozhin Nobahari
Nassir Navab
XAIAAMLFAtt
120
28
0
04 Mar 2022
Fine-Grained Neural Network Explanation by Identifying Input Features
  with Predictive Information
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information
Yang Zhang
Ashkan Khakzar
Yawei Li
Azade Farshad
Seong Tae Kim
Nassir Navab
FAttXAI
228
33
0
04 Oct 2021
Explaining COVID-19 and Thoracic Pathology Model Predictions by
  Identifying Informative Input Features
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input FeaturesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Ashkan Khakzar
Yang Zhang
W. Mansour
Yuezhi Cai
Yawei Li
Yucheng Zhang
Seong Tae Kim
Nassir Navab
FAtt
380
17
0
01 Apr 2021
Neural Response Interpretation through the Lens of Critical Pathways
Neural Response Interpretation through the Lens of Critical PathwaysComputer Vision and Pattern Recognition (CVPR), 2021
Ashkan Khakzar
Soroosh Baselizadeh
Saurabh Khanduja
Christian Rupprecht
Seong Tae Kim
Nassir Navab
161
42
0
31 Mar 2021
1
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