Search Results for author: Qin Lei

Found 2 papers, 2 papers with code

Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation Datasets

1 code implementation11 Jul 2024 Qin Lei, Jiang Zhong, Qizhu Dai

To address these challenges, this paper introduces a novel approach for expanding curvilinear object segmentation datasets, focusing on enhancing the informativeness of generated data and the consistency between semantic maps and generated images.

Image Generation Informativeness +4

Balanced joint maximum mean discrepancy for deep transfer learning

1 code implementation Analysis and Applications 2020 Chuangji Meng, Cunlu Xu, Qin Lei, Wei Su, and Jinzhao Wu

B-JMMD achieves the effect of balanced distribution adaptation for deep network architecture, and can be treated as an improved version of JMMD’s backpropagation algorithm.

Image Classification Transfer Learning +1

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