Search Results for author: Yanni Dong

Found 3 papers, 1 papers with code

A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification

1 code implementation2 Apr 2024 Quanwei Liu, Yanni Dong, Tao Huang, Lefei Zhang, Bo Du

Therefore, we propose a universal knowledge embedded contrastive learning framework (KnowCL) for supervised, unsupervised, and semisupervised HSI classification, which largely closes the gap between HSI classification models between pocket models and standard vision backbones.

Classification Contrastive Learning +1

Adapting Vision Transformer for Efficient Change Detection

no code implementations8 Dec 2023 Yang Zhao, Yuxiang Zhang, Yanni Dong, Bo Du

Most change detection models based on vision transformers currently follow a "pretraining then fine-tuning" strategy.

Change Detection

Unpaired MRI Super Resolution with Contrastive Learning

no code implementations24 Oct 2023 Hao Li, Quanwei Liu, Jianan Liu, Xiling Liu, Yanni Dong, Tao Huang, Zhihan Lv

To this end, we propose an unpaired MRI SR approach that employs contrastive learning to enhance SR performance with limited HR training data.

Contrastive Learning Image Super-Resolution

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