most citedGoogle is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model

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cs.CV2025

Tighnari: Multi-modal Plant Species Prediction Based on Hierarchical Cross-Attention Using Graph-Based and Vision Backbone-Extracted Features

Haixu Liu, Penghao Jiang, Zerui Tao +2

Predicting plant species composition in specific spatiotemporal contexts plays an important role in biodiversity management and conservation, as well as in improving species identi…

cs.CV2025★ 1 cited

Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model

Haixu Liu, Penghao Jiang, Zerui Tao

As the volume of digital image data increases, the effectiveness of image classification intensifies. This study introduces a robust multi-label classification system designed to a…

cs.CV2025

nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images Segmentation

Haixu Liu, Zerui Tao, Wenzhen Dong +1

This paper provides a novel 3D medical image segmentation model structure called nnY-Net. This name comes from the fact that our model adds a cross-attention module at the bottom o…