no code implementations • 7 May 2024 • Yanli Yuan, Bingbing Wang, Chuan Zhang, Jingyi Xu, Ximeng Liu, Liehuang Zhu
Though recent methods based on Fully Convolutional Neural Networks (F-CNNs) have shown success in many segmentation tasks, fusing features from images with different scales is still a challenge: (1) Due to the lack of spatial awareness, F-CNNs share the same weights at different spatial locations.
1 code implementation • 31 Dec 2023 • Shijue Huang, Libo Qin, Bingbing Wang, Geng Tu, Ruifeng Xu
The two core challenges for multi-modal intent detection are (1) how to effectively align and fuse different features of modalities and (2) the limited labeled multi-modal intent training data.
no code implementations • 7 Aug 2023 • Shijue Huang, Bingbing Wang, Libo Qin, Qin Zhao, Ruifeng Xu
Few-shot and zero-shot entity linking focus on the tail and emerging entities, which are more challenging but closer to real-world scenarios.