InstructDET: Diversifying Referring Object Detection with Generalized Instructions

1 code implementation • 8 Oct 2023 • Ronghao Dang, Jiangyan Feng, Haodong Zhang, Chongjian Ge, Lin Song, Lijun Gong, Chengju Liu, Qijun Chen, Feng Zhu, Rui Zhao, Yibing Song

In order to encompass common detection expressions, we involve emerging vision-language model (VLM) and large language model (LLM) to generate instructions guided by text prompts and object bbxs, as the generalizations of foundation models are effective to produce human-like expressions (e. g., describing object property, category, and relationship).

Language Modelling Large Language Model +4

Thirty years of molecular dynamics simulations on posttranslational modifications of proteins

no code implementations • 24 Jun 2022 • Austin T. Weigle, Jiangyan Feng, Diwakar Shukla

Posttranslational modifications (PTMs) are an integral component to how cells respond to perturbation.