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IEEE

Text-guided Contrastive Mamba for Hyperspectral Image Classification

Abstract: Hyperspectral image (HSIs) classification is challenging due to their high spectral complexity and the need to model long-range dependencies. Although contrastive learning has shown promise, ...
IEEE

HiGATA: Hierarchy-aware Graph Attention Networks Enhanced by Topological Analysis for Hierarchical Multi-Label Text Classification

Abstract: Hierarchical text classification (HTC) is an important yet challenging task in natural language processing (NLP), primarily due to the complexity of its taxonomic label hierarchy. Existing ...