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cs.CV2024★ 1 cited
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation
Kebin Wu, Wenbin Li, Xiaofei Xiao
The scarcity of labeled data in real-world scenarios is a critical bottleneck of deep learning's effectiveness. Semi-supervised semantic segmentation has been a typical solution to…
cs.CV2021
SDTP: Semantic-aware Decoupled Transformer Pyramid for Dense Image Prediction
Zekun Li, Yufan Liu, Bing Li +3
Although transformer has achieved great progress on computer vision tasks, the scale variation in dense image prediction is still the key challenge. Few effective multi-scale techn…