| Measurement-conditioned denoising diffusion probabilistic model for under-sampled medical image reconstruction Y Xie, Q Li International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 95 | 2022 |
| Diffusion model for generative image denoising Y Xie, M Yuan, B Dong, Q Li arXiv preprint arXiv:2302.02398, 2023 | 30 | 2023 |
| A review of deep learning methods for compressed sensing image reconstruction and its medical applications Y Xie, Q Li Electronics 11 (4), 586, 2022 | 28 | 2022 |
| PET denoising and uncertainty estimation based on NVAE model using quantile regression loss J Cui, Y Xie, AA Joshi, K Gong, K Kim, YD Son, JH Kim, R Leahy, H Liu, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 12 | 2022 |
| Region-aware metric learning for open world semantic segmentation via meta-channel aggregation H Dong, Z Chen, M Yuan, Y Xie, J Zhao, F Yu, B Dong, L Zhang arXiv preprint arXiv:2205.08083, 2022 | 8 | 2022 |
| Unsupervised image denoising with score function Y Xie, M Yuan, B Dong, Q Li Advances in Neural Information Processing Systems 36, 2024 | 6 | 2024 |
| Trained model in supervised deep learning is a conditional risk minimizer Y Xie, D Wu, B Dong, Q Li arXiv preprint arXiv:2202.03674, 2022 | 5 | 2022 |
| A general computational framework to measure the expressiveness of complex networks using a tighter upper bound of linear regions Y Xie, G Chen, Q Li arXiv preprint arXiv:2012.04428, 2020 | 4 | 2020 |
| PET denoising and uncertainty estimation based on NVAE model J Cui, Y Xie, K Gong, K Kim, J Yang, P Larson, T Hope, S Behr, Y Seo, ... 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021 | 3 | 2021 |
| 2.5 D Nouveau VAE model for 11C-DASB PET image denoising and uncertainty estimation J Cui, Y Xie, K Gong, K Kim, YD Son, JH Kim, H Liu, Q Li Journal of Nuclear Medicine 63 (supplement 2), 3223-3223, 2022 | 1 | 2022 |
| Uncertainty Prediction for Deep Learning-based Image Denoising in Low-dose CT Imaging D Wu, Y Xie, Q Li 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021 | | 2021 |
