Search Results for author: Lanfeng Zhong

Found 2 papers, 2 papers with code

VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Human Annotation-Free Pathological Image Classification

1 code implementation23 Mar 2024 Lanfeng Zhong, Xin Liao, Shaoting Zhang, Xiaofan Zhang, Guotai Wang

To address this issue, we introduce VLM-CPL, a novel approach based on consensus pseudo labels that integrates two noisy label filtering techniques with a semi-supervised learning strategy.

Image Classification Zero-Shot Learning

Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions

1 code implementation30 May 2023 Lanfeng Zhong, Xin Liao, Shaoting Zhang, Guotai Wang

In this paper, we propose a novel SSL method based on Cross Distillation of Multiple Attentions (CDMA) to effectively leverage unlabeled images.

Decoder Image Segmentation +2

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