Search Results for author: Xinxin Fan

Found 4 papers, 2 papers with code

Multimodal Information Interaction for Medical Image Segmentation

1 code implementation25 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.

Heart Segmentation Image Segmentation +3

Contrastive Prompt Learning-based Code Search based on Interaction Matrix

no code implementations10 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).

Code Search Contrastive Learning

Three-Dimensional Medical Image Fusion with Deformable Cross-Attention

no code implementations10 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.

SSIM

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