94 citations · 261 across the 13 of their papers we have counts for
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cs.CV2020★ 40 cited
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising
Yaochen Xie, Zhengyang Wang, Shuiwang Ji
Self-supervised frameworks that learn denoising models with merely individual noisy images have shown strong capability and promising performance in various image denoising tasks.…
cs.CV2020★ 35 cited
Kronecker Attention Networks
Hongyang Gao, Zhengyang Wang, Shuiwang Ji
Attention operators have been applied on both 1-D data like texts and higher-order data such as images and videos. Use of attention operators on high-order data requires flattening…
cs.CV2018★ 7 cited
Non-local U-Net for Biomedical Image Segmentation
Zhengyang Wang, Na Zou, Dinggang Shen +1
Deep learning has shown its great promise in various biomedical image segmentation tasks. Existing models are typically based on U-Net and rely on an encoder-decoder architecture w…