20 citations · 20 across the 6 of their papers we have counts for
4 papers · 1 filter
Layer-Wise Feature Metric of Semantic-Pixel Matching for Few-Shot Learning
Hao Tang, Junhao Lu, Guoheng Huang +5
In Few-Shot Learning (FSL), traditional metric-based approaches often rely on global metrics to compute similarity. However, in natural scenes, the spatial arrangement of key insta…
TAGE: Trustworthy Attribute Group Editing for Stable Few-shot Image Generation
Ruicheng Zhang, Guoheng Huang, Yejing Huo +4
Generative Adversarial Networks (GANs) have emerged as a prominent research focus for image editing tasks, leveraging the powerful image generation capabilities of the GAN framewor…
Adaptive Query Prompting for Multi-Domain Landmark Detection
Yuhui Li, Qiusen Wei, Guoheng Huang +5
Medical landmark detection is crucial in various medical imaging modalities and procedures. Although deep learning-based methods have achieve promising performance, they are mostly…
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation
Yulin Chen, Guoheng Huang, Kai Huang +5
Accurate segmentation of lesion regions is crucial for clinical diagnosis and treatment across various diseases. While deep convolutional networks have achieved satisfactory result…