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Multilevel XAI

This repository contains the official implementation of Multilevel XAI paper submitted to ICLR 2023: https://iclr.cc/.

                                                   Proposed Architecture


                                                 Why is this a Least Auklet?


                                                     Where is Horn?

For AwA2 dataset, please visit: https://cvml.ist.ac.at/AwA2/

For CUB dataset, please see: https://authors.library.caltech.edu/27452/1/CUB_200_2011.pdf

                                            Full Attribute-Class Matrix


                                     Algorithm 1 Generation of the training dataset for MLPL


              Mutual Information of Attributes Calculated by Using Test Images and the Prior Knowledge Given by Experts in Table II in the paper,
                                      Respectively. Symbol *** Indicates the Value is Less than 0.01.

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