1 code implementation • 25 Apr 2024 • Xinxin Fan, Lin Liu, Haoran Zhang
To address this issue, we introduce an innovative Multimodal Information Cross Transformer (MicFormer), which employs a dual-stream architecture to simultaneously extract features from each modality.
no code implementations • 10 Oct 2023 • Lin Liu, Xinxin Fan, Chulong Zhang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang
Furthermore, the prevailing methodologies are largely confined to fusing two-dimensional (2D) medical image slices, leading to a lack of contextual supervision in the fusion images and subsequently, a decreased information yield for physicians relative to three-dimensional (3D) images.
no code implementations • 10 Oct 2023 • Yubo Zhang, Yanfang Liu, Xinxin Fan, Yunfeng Lu
However, existing code search methods still suffer from two performance constraints: inadequate semantic representation and the semantic gap between natural language (NL) and programming language (PL).
1 code implementation • 30 Sep 2023 • Lin Liu, Xinxin Fan, Haoyang Liu, Chulong Zhang, Weibin Kong, Jingjing Dai, Yuming Jiang, Yaoqin Xie, Xiaokun Liang
Rigid pre-registration involving local-global matching or other large deformation scenarios is crucial.