no code implementations • 11 Apr 2022 • Haojie Liu, Daoxun Xia, Wei Jiang, Chao Xu
In order to mitigate the impact of large modality discrepancy existing in heterogeneous images, previous methods attempt to apply generative adversarial network (GAN) to generate the modality-consisitent data.
no code implementations • 24 Feb 2021 • Haojie Liu, Shun Ma, Daoxun Xia, Shaozi Li
In feature-level, we improve the conventional two-stream network through balancing the number of specific and sharable convolutional blocks, which preserve the spatial structure information of features.