Selective Query-guided Debiasing for Video Corpus Moment Retrieval

• Published in: arXiv.org
• Main Authors: Yoon, Sunjae, Ji Woo Hong, Yoon, Eunseop, Kim, Dahyun, Kim, Junyeong, Yoon, Hee Suk, Yoo, Chang D
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 26.11.2022
• Subjects: Bias; Computer Science - Computer Vision and Pattern Recognition; Object recognition; Qualitative analysis; Queries; Retrieval

Video moment retrieval (VMR) aims to localize target moments in untrimmed videos pertinent to a given textual query. Existing retrieval systems tend to rely on retrieval bias as a shortcut and thus, fail to sufficiently learn multi-modal interactions between query and video. This retrieval bias stem...