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Yanglin Huang

2 accepted papers

2025

Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation

AAAI 2025technical

Current knowledge distillation (KD) methods for semantic segmentation focus on guiding the student to imitate the teacher's knowledge within homogeneous architectures. However, these methods overlook the diverse knowledge contained in architectures with different inductive biases, which is crucial f…

Cited by 0SourcePDFScholar
2023

Transwnet: Integrating Transformers into CNNS via Row and Column Attention for Abdominal Multi-Organ Segmentation

ICASSP 2023accepted

Learning how to model global relationships and extract local details is crucial in improving the performance of multi-organ segmentation. Most existing U-shaped structure methods use feature fusion to address these two challenges, but still lack the ability to balance capturing global relationships…

Cited by 0SourceScholar