Tag: noisy-label

• BLIP Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation (12 Jul 2023)
  

  This is my reading note for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. This paper proposed a multi model method. There are two contribution: 1) it utilizes a mixture of text encoder/decoder for different loss where most parameters are shared except self attention: 2) it proposes a caption-filtering process to clean the nous web data.