1 code implementation • 18 Jul 2022 • Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng
A key to this challenging task is to fully utilize the information in the support images by exploiting fine-grained correlations between the query and support images.
Ranked #4 on Few-Shot Semantic Segmentation on COCO-20i (1-shot)
1 code implementation • 7 Jul 2022 • Jiashun Chen, Donghuan Lu, Yu Zhang, Dong Wei, Munan Ning, Xinyu Shi, Zhe Xu, Yefeng Zheng
In this study, we propose a novel Deformer module along with a multi-scale framework for the deformable image registration task.
no code implementations • 24 Mar 2018 • Tegjyot Singh Sethi, Mehmed Kantardzic, Lingyu Lyua, Jiashun Chen
While most works in the security of machine learning has concentrated on the evasion resistance (a) problem, there is little work in the areas of reacting to attacks (b and c).