Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training

no code implementations • 11 Jan 2022 • Yehao Li, Jiahao Fan, Yingwei Pan, Ting Yao, Weiyao Lin, Tao Mei

Vision-language pre-training has been an emerging and fast-developing research topic, which transfers multi-modal knowledge from rich-resource pre-training task to limited-resource downstream tasks.

Image Captioning Language Modelling +3

Speed Up Object Detection on Gigapixel-Level Images With Patch Arrangement

no code implementations • CVPR 2022 • Jiahao Fan, Huabin Liu, Wenjie Yang, John See, Aixin Zhang, Weiyao Lin

With the appearance of super high-resolution (e. g., gigapixel-level) images, performing efficient object detection on such images becomes an important issue.

Object object-detection +1