most cited3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification

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cs.CV2026

HAViT: Historical Attention Vision Transformer

Swarnendu Banik, Manish Das, Shiv Ram Dubey +1

Vision Transformers have excelled in computer vision but their attention mechanisms operate independently across layers, limiting information flow and feature learning. We propose…

cs.CV2024★ 1 cited

3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification

Shyam Varahagiri, Aryaman Sinha, Shiv Ram Dubey +1

In recent years, Vision Transformers (ViTs) have shown promising classification performance over Convolutional Neural Networks (CNNs) due to their self-attention mechanism. Many re…