Improving Closed and Open-Vocabulary Attribute Prediction using Transformers

Khoi Pham1, Kushal Kafle2, Zhe Lin2, Zhihong Ding2, Scott Cohen2, Quan Tran2, and Abhinav Shrivastava1

1University of Maryland, College Park; 2Adobe Research

1. Large-Scale Attribute (LSA) Dataset

(Left) Adjective to describe object properties, (Middle) Verb-Object to describe object interaction, (Right) Preposition-Object to describe object location

The dataset can be downloaded at: Link