Search Results for author: Kunpeng Qiu

Found 2 papers, 1 papers with code

Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification

1 code implementation11 Jan 2024 Kunpeng Qiu, Zhiying Zhou, Yongxin Guo

Accurate lesion classification in Wireless Capsule Endoscopy (WCE) images is vital for early diagnosis and treatment of gastrointestinal (GI) cancers.

Contrastive Learning Image Classification +1

InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy

no code implementations5 May 2022 Weichen Fan, Yuanbo Yang, Kunpeng Qiu, Shuo Wang, Yongxin Guo

Therefore, to address the generalization problem in GI(Gastrointestinal) endoscopy, we propose a multi-domain GI dataset and a light, plug-in block called InvNorm(Invertible Normalization), which could achieve a better generalization performance in any structure.

Domain Generalization Ethics +3

Cannot find the paper you are looking for? You can Submit a new open access paper.