Self-Supervised & Untrained Methods
The papers in this topic, the datasets they use, the teams that focus on it, the toolkits assigned to it, and the authors with several papers here. Select any node to see its connections.
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Self-Supervised & Untrained Methods
Team
- BISPL (Bio Imaging & Signal Processing Lab)
- Computational Image Analysis (CIA) Group
- WANG-AXIS Lab / Biomedical Imaging Center (BIC)
Topic
Paper
- 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
Toolkit
Dataset
Benchmark
Author
- 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