Search Results for author: Shoukun Sun

Found 5 papers, 0 papers with code

Causality Extraction from Nuclear Licensee Event Reports Using a Hybrid Framework

no code implementations8 Apr 2024 Sohag Rahman, Sai Zhang, Min Xian, Shoukun Sun, Fei Xu, Zhegang Ma

Industry-wide nuclear power plant operating experience is a critical source of raw data for performing parameter estimations in reliability and risk models.

Relation Relation Extraction

Interactive segmentation in aerial images: a new benchmark and an open access web-based tool

no code implementations25 Aug 2023 Zhe Wang, Shoukun Sun, Xiang Que, Xiaogang Ma

Compared to existing interactive segmentation tools, RSISeg offers robust interactivity, modifiability, and adaptability to remote sensing data.

Interactive Segmentation Land Cover Classification +2

CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation

no code implementations9 Mar 2023 Shoukun Sun, Min Xian, Fei Xu, Luca Capriotti, Tiankai Yao

Remarkably, our model reduces by 33. 2\%, and 15. 5\% the number of clicks required to surpass an IoU of 0. 95 in the previous state-of-the-art approach on the Berkeley and DAVIS sets, respectively.

Image Augmentation Image Segmentation +3

MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer

no code implementations2 May 2022 Shoukun Sun, Min Xian, Aleksandar Vakanski, Hossny Ghanem

Robust self-training (RST) can augment the adversarial robustness of image classification models without significantly sacrificing models' generalizability.

Adversarial Robustness Image Classification +1

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