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IEEE Transactions on Pattern Analysis and Machine Intelligence

On Distinctive Image Captioning via Comparing and Reweighting

A journal extension of CIDErBtw showing that human annotations differ in distinctiveness, and that reweighting training captions accordingly improves both distinctiveness and standard captioning accuracy.

Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan

March 16, 2022TPAMIImage CaptioningDistinctivenessVision-LanguageDOIarXiv