Deconfounded image captioning: a causal retrospect

Deconfounded image captioning: a causal retrospect

Dataset bias in vision-language tasks is becoming one of the main problems which hinders the progress of our community. Existing solutions lack a principled analysis about why modern image captioners easily collapse into dataset bias. In this paper, we present a novel perspective: Deconfounded Image...

Full description

Saved in:
Bibliographic Details
Main Authors: Yang, Xu, Zhang, Hanwang, Cai, Jianfei
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2022
Subjects:
Engineering::Computer science and engineering
Image Captioning
Causality
Online Access:https://hdl.handle.net/10356/162629
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/162629

Similar Items