Yuxiang Zhang

Data-CSHSI. Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~

IEEE_TNNLS_Gia-CFSL. Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.

IEEE_TNNLS_TSTnet. Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.

IEEE_TGRS_LDGnet. Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.

IEEE_TIP_SDEnet. Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification, IEEE TIP, 2023.

SpectralX. SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models, ISPRS, 2026.

UniTS. UniTS: Unified Time Series Generative Model for Remote Sensing

IEEE_TCSVT_BiDA. Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation. IEEE TCSVT, 2025.

DeepHyperX. Deep learning toolbox based on PyTorch for hyperspectral data classification.

transferlearning. Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习