Shiao Xie
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🐣
Hot Topic Early Bird
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Research topics
Keywords
medical image segmentation
(3)
vision transformer
(3)
semi-supervised learning
(2)
semantic segmentation
(2)
multi-scale feature
(1)
manifold constraint
(1)
fourier domain
(1)
encoder-decoder architecture
(1)
cross-modal fusion
(1)
multi-scale attention
(1)
referring image segmentation
(1)
convolutional vision transformer
(1)
scale-aware modeling
(1)
class-aware dependency
(1)
intra-class learning
(1)
inter-class learning
(1)
intra-class dynamic transformer
(1)
inter-class interactive transformer
(1)
manifold learning
(1)
optimal transport
(1)
Papers
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation
AAAI 2024
ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation
AAAI 2023
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation
CVPR 2023
SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation
IJCAI 2023
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise
Perspective for Medical Image Segmentation
IJCAI 2022