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Mingyang Ren

2 accepted papers

2025

Conditional Generative Learning from Invariant Representations in Multi-Source: Robustness and Efficiency

AISTATS 2025poster

Multi-source generative models have gained significant attention due to their ability to capture complex data distributions across diverse domains. However, existing approaches often struggle with limitations such as negative transfer and an over-reliance on large pre-trained models. To address thes…

Cited by 0SourceScholar
2024

MFTN: A Multi-scale Feature Transfer Network Based on IMatchFormer for Hyperspectral Image Super-Resolution

ICML 2024poster

Hyperspectral image super-resolution (HISR) aims to fuse a low-resolution hyperspectral image (LR-HSI) with a high-resolution multispectral image (HR-MSI) to obtain a high-resolution hyperspectral image (HR-HSI). Due to some existing HISR methods ignoring the significant feature difference between L…

Cited by 0SourcePDFScholar