U-CAM: Visual Explanation using Uncertainty based Class Activation Maps

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps

17 August 2019

Mayank Lunayach

Vinay P. Namboodiri

Papers citing "U-CAM: Visual Explanation using Uncertainty based Class Activation Maps"

13 / 13 papers shown

Title
Towards a Praxis for Intercultural Ethics in Explainable AI Chinasa T. Okolo 36 3 0 24 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 20 56 0 10 Apr 2023
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions Julia El Zini Mohamad Mansour M. Awad 21 1 0 19 Jan 2023
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps Oren Barkan Edan Hauon Avi Caciularu Ori Katz Itzik Malkiel Omri Armstrong Noam Koenigstein 26 37 0 23 Apr 2022
On the use of uncertainty in classifying Aedes Albopictus mosquitoes Gereziher W. Adhane Mohammad Mahdi Dehshibi David Masip 23 7 0 29 Oct 2021
Explainable, automated urban interventions to improve pedestrian and vehicle safety Cristina Bustos Daniel Rhoads Albert Solé-Ribalta David Masip Alexandre Arenas Àgata Lapedriza Javier Borge-Holthoefer 23 27 0 22 Oct 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 31 79 0 17 Sep 2020
Explaining Regression Based Neural Network Model Mégane Millan Catherine Achard FAtt 11 3 0 15 Apr 2020
Robust Explanations for Visual Question Answering Badri N. Patro Shivansh Pate Vinay P. Namboodiri OOD AAML 17 20 0 23 Jan 2020
Efficient Saliency Maps for Explainable AI T. Nathan Mundhenk Barry Y. Chen Gerald Friedland XAI FAtt 13 73 0 26 Nov 2019
Probabilistic framework for solving Visual Dialog Badri N. Patro Anupriy Vinay P. Namboodiri BDL 24 13 0 11 Sep 2019
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 152 1,465 0 06 Jun 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015