Search Results for author: P. Bilha Githinji

Found 3 papers, 0 papers with code

External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection

no code implementations23 Apr 2024 Wen Liang, Peipei Ran, Mengchao Bai, Xiao Liu, P. Bilha Githinji, Wei Zhao, Peiwu Qin

To better harness the potential of transformers for SOD, we propose a novel parameter-efficient fine-tuning method aimed at reducing the number of training parameters while enhancing the salient object detection capability.

object-detection Object Detection +1

Harnessing Intra-group Variations Via a Population-Level Context for Pathology Detection

no code implementations4 Mar 2024 P. Bilha Githinji, Xi Yuan, Zhenglin Chen, Ijaz Gul, Dingqi Shang, Wen Liang, Jianming Deng, Dan Zeng, Dongmei Yu, Chenggang Yan, Peiwu Qin

Realizing sufficient separability between the distributions of healthy and pathological samples is a critical obstacle for pathology detection convolutional models.

IRFundusSet: An Integrated Retinal Fundus Dataset with a Harmonized Healthy Label

no code implementations18 Feb 2024 P. Bilha Githinji, Keming Zhao, Jiantao Wang, Peiwu Qin

Ocular conditions are a global concern and computational tools utilizing retinal fundus color photographs can aid in routine screening and management.

Management

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