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Lingke Kong

2 accepted papers

2023

Indescribable Multi-Modal Spatial Evaluator

CVPR 2023poster

Multi-modal image registration spatially aligns two images with different distributions. One of its major challenges is that images acquired from different imaging machines have different imaging distributions, making it difficult to focus only on the spatial aspect of the images and ignore differen…

2021

Breaking the Dilemma of Medical Image-to-image Translation

NeurIPS 2021spotlight

Supervised Pix2Pix and unsupervised Cycle-consistency are two modes that dominate the field of medical image-to-image translation. However, neither modes are ideal. The Pix2Pix mode has excellent performance. But it requires paired and well pixel-wise aligned images, which may not always be achievab…