Search Results for author: Qixiang Zhang

Found 2 papers, 2 papers with code

AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

1 code implementation4 Mar 2024 Haonan Wang, Qixiang Zhang, Yi Li, Xiaomeng Li

We further introduce a Semantic Memory along with a Channel Semantic Grouping strategy to ensure that unlabeled features adequately represent labeled features.

Semi-Supervised Semantic Segmentation

Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping

1 code implementation22 Jul 2023 Qixiang Zhang, Yi Li, Cheng Xue, Xiaomeng Li

In this paper, we make a first attempt to explore a deep learning method for unsupervised gland segmentation, where no manual annotations are required.

Segmentation Unsupervised Semantic Segmentation

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