no code implementations • 26 Dec 2023 • Yuhang Liu, Daowan Peng, Wei Wei, Yuanyuan Fu, Wenfeng Xie, Dangyang Chen
Recently, neural module networks (NMNs) have yielded ongoing success in answering compositional visual questions, especially those involving multi-hop visual and logical reasoning.
no code implementations • 17 May 2023 • Daowan Peng, Wei Wei, Xian-Ling Mao, Yuanyuan Fu, Dangyang Chen
Generalization beyond in-domain experience to out-of-distribution data is of paramount significance in the AI domain.
1 code implementation • 28 Nov 2022 • Shuo Liang, Wei Wei, Xian-Ling Mao, Yuanyuan Fu, Rui Fang, Dangyang Chen
Hence, we propose a novel approach, Span TAgging and Greedy infErence (STAGE), to extract sentiment triplets in span-level, where each span may consist of multiple words and play different roles simultaneously.
no code implementations • 2 Dec 2021 • Xin Tang, Yongquan Lai, Ying Liu, Yuanyuan Fu, Rui Fang
In this work, we propose to model semantic and visual information jointly with a Visual-Semantic Transformer (VST).