Lightweight Text-VQA: Superior trade-off between performance and capacity

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Xiaojun Bi, Jianyu Yue, Zheng Chen

Published: 01 Jan 2025, Last Modified: 09 Apr 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Address the tradeoff problem between network capacity and performance.•A novel Lightweight Dual-Scale Cross-Interaction Network is proposed.•A novel bi-modal feature extraction strategy and two novel lightweight modules are proposed.