Generic Attention-model Explainability by Weighted Relevance Accumulation-Reference-Cited by-同舟云学术

Generic Attention-model Explainability by Weighted Relevance Accumulation

Published:2023-12-06 Issue: Volume: Page:
ISSN:
Container-title:ACM Multimedia Asia 2023
language:
Short-container-title:

Author:

Huang Yiming¹^ORCID,Jia Aozhe¹^ORCID,Zhang Xiaodan¹^ORCID,Zhang Jiawei²^ORCID

Affiliation:

1. Faculty of Information Technology, Beijing University of Technology, CN

2. Sensetime Research, CN

Funder

R\&D Program of Beijing Municipal Education Commission

National Natural Science Foundation of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3595916.3626437

Reference64 articles.

1. Samira Abnar and Willem H. Zuidema. 2020. Quantifying Attention Flow in Transformers. 4190-4197 pages. https://doi.org/10.18653/v1/2020.acl-main.385 10.18653/v1

2. Samira Abnar and Willem H. Zuidema. 2020. Quantifying Attention Flow in Transformers. 4190-4197 pages. https://doi.org/10.18653/v1/2020.acl-main.385

3. Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr Yana Hasson Karel Lenc Arthur Mensch Katie Millican Malcolm Reynolds Roman Ring Eliza Rutherford Serkan Cabi Tengda Han Zhitao Gong Sina Samangooei Marianne Monteiro Jacob Menick Sebastian Borgeaud Andrew Brock Aida Nematzadeh Sahand Sharifzadeh Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman and Karen Simonyan. 2022. Flamingo: a Visual Language Model for Few-Shot Learning. https://doi.org/10.48550/arXiv.2204.14198 arXiv:2204.14198 10.48550/arXiv.2204.14198

4. Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr Yana Hasson Karel Lenc Arthur Mensch Katie Millican Malcolm Reynolds Roman Ring Eliza Rutherford Serkan Cabi Tengda Han Zhitao Gong Sina Samangooei Marianne Monteiro Jacob Menick Sebastian Borgeaud Andrew Brock Aida Nematzadeh Sahand Sharifzadeh Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman and Karen Simonyan. 2022. Flamingo: a Visual Language Model for Few-Shot Learning. https://doi.org/10.48550/arXiv.2204.14198 arXiv:2204.14198

5. Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould and Lei Zhang. 2018. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. 6077-6086 pages. https://doi.org/10.1109/CVPR.2018.00636 10.1109/CVPR.2018.00636