自监督与免训练方法
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自监督与免训练方法
研究团队
主题
论文
- 3D Field of Junctions: A Noise-Robust, Training-Free Structural Prior for Volumetric Inverse Problems
- ACID-A
- ACID-B
- AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising
- An Educated Warm Start for Deep Image Prior-Based Micro CT Reconstruction
- An Unsupervised Reconstruction Method For Low-Dose CT Using Deep Generative Regularization Prior
- An unsupervised sparse-view CT reconstruction framework using combination of iterative deep image prior and ADMM
- CALIMAR-GAN
- CoIL
- CTPretrain
- Cycle-Free CycleGAN Using Invertible Generator for Unsupervised Low-Dose CT Denoising
- Deep Pseudo-Proximal Map: A Self-Supervised Data-Fitting Agent for Iterative Reconstruction
- DFDLM
- DINR
- DIP
- DuDoDp-MAR
- DuDoSwin
- Equivariance2Inverse
- Filter2Noise
- FORCE
- From Sparse X-rays to 3D CT: Training-Free Reconstruction with Diffusion Priors
- GMM-unNet
- HorusEye
- IntraTomo
- Limited-angle SPECT image reconstruction using deep image prior
- MBDL
- MedGMAE
- MSM/TomoTx
- MVSS-PCR
- N2S
- NAB-GS
- NGPS
- Noise2Inverse
- Noise2Match
- Noisier2Inverse
- PINER
- Polyner
- RBP-DIP
- SACNN
- SDF
- SemiMAR
- SinoNet
- Spener
- SUPER
- SUPER-2
- TomoSelfDEQ
- UNDIP
- Unsupervised Metal Artifact Reduction in Dental CBCT using Fine-tuned Cycle-Consistent Adversarial Networks
- VFMINR
- Zero-Shot Low-dose CT Denoising via Sinogram Flicking
工具包
数据集
基准
作者
- Andreas Hauptmann
- Andreas Maier
- Chuang Niu
- Dianlin Hu
- Dong Zeng
- Ge Wang
- Haley Duba-Sullivan
- Hengyong Yu
- Hongjiang Wei
- Hongming Shan
- Jianhua Ma
- Johannes Leuschner
- Jong Chul Ye
- Maximilian Schmidt
- Pingkun Yan
- Saiprasad Ravishankar
- Shaoyu Wang
- Siqi Ye
- Sui Li
- Varut Vardhanabhuti
- Weiwen Wu
- Wenxiang Cong
- Yang Chen
- Yong Qiang Long
- Yuyao Zhang
- Zhipeng Li