Search Results for author: Pengfei Jin

Found 3 papers, 1 papers with code

Implicit Image-to-Image Schrodinger Bridge for CT Super-Resolution and Denoising

no code implementations10 Mar 2024 Yuang Wang, Siyeop Yoon, Pengfei Jin, Matthew Tivnan, Zhennong Chen, Rui Hu, Li Zhang, Zhiqiang Chen, Quanzheng Li, Dufan Wu

As a promising alternative, the Image-to-Image Schr\"odinger Bridge (I2SB) initializes the generative process from corrupted images and integrates training techniques from conditional diffusion models.

Denoising Image Restoration +1

Machine learning assisted exploration for affine Deligne-Lusztig varieties

1 code implementation22 Aug 2023 Bin Dong, Xuhua He, Pengfei Jin, Felix Schremmer, Qingchao Yu

We demonstrate that this framework has a potential to accelerate pure mathematical research, leading to the discovery of new conjectures and promising research directions that could otherwise take significant time to uncover.

NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds

no code implementations29 May 2019 Pengfei Jin, Tianhao Lai, Rongjie Lai, Bin Dong

Designing appropriate convolution neural networks on manifold-structured point clouds can inherit and empower recent advances of CNNs to analyzing and processing point cloud data.

General Classification Point Cloud Classification

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