On the Texture Bias for Few-Shot CNN Segmentation

• Self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations

  2024 Lecture notes in computer science conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  2

  citations
• Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

  2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent

  248

  citations
• HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

  2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques

  526

  citations
• Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection

  2023 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access

  30

  citations
• Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach

  2023 Lecture notes in computer science conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  11

  citations
• Deep Frequency Re-calibration U-Net for Medical Image Segmentation

  2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent

  61

  citations

6 results