[N] Vision-Language Pre-training: Basics, Recent Advances, and Future Trends - Microsoft 2022 - 102 Pages!

Paper: [https://arxiv.org/abs/2210.09263](https://arxiv.org/abs/2210.09263)

Abstract:

>This paper surveys vision-language pre-training (VLP) methods for **multimodal intelligence** that have been developed in the last few years. We group these approaches into three categories: (*i*) VLP for image-text tasks, such as image captioning, image-text retrieval, visual question answering, and visual grounding; (*ii*) VLP for core computer vision tasks, such as (open-set) image classification, object detection, and segmentation; and (*iii*) VLP for video-text tasks, such as video captioning, video-text retrieval, and video question answering. For each …

basics future language machinelearning microsoft pre-training training trends vision