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cs.CV2025
Graph-Weighted Contrastive Learning for Semi-Supervised Hyperspectral Image Classification
Yuqing Zhang, Qi Han, Ligeng Wang +3
Most existing graph-based semi-supervised hyperspectral image classification methods rely on superpixel partitioning techniques. However, they suffer from misclassification of cert…
cs.CV2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification
Qi Han, Zhibo Tian, Chengwei Xia +1
Semi-supervised image classification, leveraging pseudo supervision and consistency regularization, has demonstrated remarkable success. However, the ongoing challenge lies in full…