Multi-Semantic Interactive Learning for Object Detection

no code implementations • 18 Mar 2023 • Shuxin Wang, Zhichao Zheng, Yanhui Gu, Junsheng Zhou, Yi Chen

Single-branch object detection methods use shared features for localization and classification, yet the shared features are not fit for the two different tasks simultaneously.

Classification Object +3

KGCODE-Tab Results for SemTab 2022

no code implementations • SemTab@ISWC 2022 • Xinhe Li, Shuxin Wang, Wei Zhou, Gongrui Zhang, Chenghuan Jiang, Tianyu Hong and Peng Wang

This paper presents the results of KGCODE-Tab in the tabular data to knowledge graph matching contest SemTab 2022.

Cell Entity Annotation Columns Property Annotation +2

Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network

no code implementations • 7 Mar 2022 • Shuxin Wang, Shilei Cao, Zhizhong Chai, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng

Based on the aforementioned innovations, we achieve state-of-the-art results on the MICCAI 2017 Liver Tumor Segmentation (LiTS) dataset.

Segmentation Tumor Segmentation

LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation

no code implementations • CVPR 2020 • Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

We introduce a one-shot segmentation method to alleviate the burden of manual annotation for medical images.

Image Segmentation Medical Image Segmentation +2