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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 32

AdGAP: Advanced Global Average Pooling

March 15, 2023

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Published Date: 2018-02-08

Registration: ISSN 2374-3468 (Online) ISSN 2159-5399 (Print)

Copyright: Published by AAAI Press, Palo Alto, California USA Copyright © 2018, Association for the Advancement of Artificial Intelligence All Rights Reserved.

Authors

Arna Ghosh

McGill University


Biswarup Bhattacharya

University of Southern California


Somnath Basu Roy Chowdhury

Indian Institute of Technology Kharagpur


DOI:

10.1609/aaai.v32i1.12154


Abstract:

Global average pooling (GAP) has been used previously to generate class activation maps. The motivation behind AdGAP comes from the fact that the convolutional filters possess position information of the essential features and hence, combination of the feature maps could help us locate the class instances in an image. Our novel architecture generates promising results and unlike previous methods, the architecture is not sensitive to the size of the input image, thus promising wider application.

Topics: AAAI

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HOW TO CITE:

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury AdGAP: Advanced Global Average Pooling Proceedings of the AAAI Conference on Artificial Intelligence, 32 (2018) .

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury AdGAP: Advanced Global Average Pooling AAAI 2018, .

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury (2018). AdGAP: Advanced Global Average Pooling. Proceedings of the AAAI Conference on Artificial Intelligence, 32, .

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury. AdGAP: Advanced Global Average Pooling. Proceedings of the AAAI Conference on Artificial Intelligence, 32 2018 p..

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury. 2018. AdGAP: Advanced Global Average Pooling. "Proceedings of the AAAI Conference on Artificial Intelligence, 32". .

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury. (2018) "AdGAP: Advanced Global Average Pooling", Proceedings of the AAAI Conference on Artificial Intelligence, 32, p.

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury, "AdGAP: Advanced Global Average Pooling", AAAI, p., 2018.

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury. "AdGAP: Advanced Global Average Pooling". Proceedings of the AAAI Conference on Artificial Intelligence, 32, 2018, p..

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury. "AdGAP: Advanced Global Average Pooling". Proceedings of the AAAI Conference on Artificial Intelligence, 32, (2018): .

Arna Ghosh||Biswarup Bhattacharya||Somnath Basu Roy Chowdhury. AdGAP: Advanced Global Average Pooling. AAAI[Internet]. 2018[cited 2023]; .


ISSN: 2374-3468


Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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