2025-04-03

Self-supervised vision transformers for semantic segmentation

• ViT
• semantic segmentation

自监督语义分割

云想衣裳花想容，春风拂槛露华浓

2025-04-02

A Transformer-based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation

• Few-Shot Semantic Segmentation
• Transformer

少样本语义分割

云想衣裳花想容，春风拂槛露华浓

2025-04-02

DSMF-Net Dual Semantic Metric Learning Fusion Network for Few-Shot Aerial Image Semantic Segmentation

• DSMF-Net
• Semantic Segmentation

少样本语义分割

云想衣裳花想容，春风拂槛露华浓

2025-04-02

Kill Two Birds with One Stone Domain Generalization for Semantic Segmentation via Network Pruning

• Domain Generalization

领域泛化语义分割

云想衣裳花想容，春风拂槛露华浓

2025-04-01

Stronger, Fewer, & Superior Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation（DGSS）

• Vision Foundation Models

领域泛化语义分割

云想衣裳花想容，春风拂槛露华浓

2025-03-31

LGAD Local and Global Attention Distillation for Efficient Semantic Segmentation

• 注意力蒸馏

语义分割

云想衣裳花想容，春风拂槛露华浓

2025-03-29

Class Tokens Infusion for Weakly Supervised Semantic Segmentation

• Scribble-Supervised Semantic Segmentation

弱监督语义分割

云想衣裳花想容，春风拂槛露华浓

2025-03-26

USE Universal Segment Embeddings for Open-Vocabulary Image Segmentation

• Universal Segment Embeddings

开放词汇图像分割

云想衣裳花想容，春风拂槛露华浓

2025-03-24

LLMFormer Large LanguageModel for Open-Vocabulary Semantic Segmentation

• LLMFormer

开放词汇语义分割

云想衣裳花想容，春风拂槛露华浓

2025-03-22

CorrMatch Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation

• Semi-Supervised Semantic Segmentation

半监督语义分割

云想衣裳花想容，春风拂槛露华浓