ICONS: Influence Consensus for Vision-Language Data Selection

Xindi Wu, Mengzhou Xia, Rulin Shao +3

Training vision-language models via instruction tuning relies on large data mixtures spanning diverse tasks and domains, yet these mixtures frequently include redundant information…