Berk Tinaz
University of Southern California
H-index: 5
North America-United States
Top articles of Berk Tinaz
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
arXiv preprint arXiv:2309.06642
2023/9/12
Diracdiffusion: Denoising and incremental reconstruction with assured data-consistency
arXiv preprint arXiv:2303.14353
2023/3/25
Humus-net: Hybrid unrolled multi-scale network architecture for accelerated mri reconstruction
Advances in Neural Information Processing Systems
2022/12/6
Semi-supervised learning of MRI synthesis without fully-sampled ground truths
IEEE Transactions on Medical Imaging
2022/8/16
Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery
Medical Image Analysis
2022/5/1
A semi-supervised learning framework for jointly accelerated multi-contrast MRI synthesis without fully-sampled ground-truths
29th annual meeting of International Society for Magnetic Resonance Imaging (ISMRM),(Virtual Conference)
2021
Semi-supervised learning of mutually accelerated MRI synthesis without fully-sampled ground truths
arXiv preprint arXiv:2011.14347
2020/11/29
Prior-guided image reconstruction for accelerated multi-contrast MRI via generative adversarial networks
IEEE Journal of Selected Topics in Signal Processing
2020/6/11
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