IEEE

CenterFormer: A Center Spatial–Spectral Attention Transformer Network for Hyperspectral Image Classification

Abstract: Feature extraction is crucial for hyperspectral image classification (HSIC), and transformer-based methods have demonstrated significant potential in this field due to their exceptional ...
GitHub

STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification (CVPR 2025)

Overall framework of STiL. STiL encodes image-tabular data using $\phi$, decomposes modality-shared and -specific information through DCC $\psi$ (a), and outputs ...
GitHub

IPTC Media Topic Classification

In case you use any of the components for your research, please refer to (and cite) this paper: "LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in ...
IEEE

Hyperspectral Image Classification Using Spectral-Spatial Dual Random Fields With Gaussian and Markov Processes

Abstract: This article presents a novel hyperspectral image (HSI) classification approach that integrates the sparse inducing variational Gaussian process (SIVGP) with a spatially adaptive Markov ...