Showing 1–20 of 99 results
/ Date/ Name
Jul 26, 2019A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity NetworkSep 3, 2021Learning-based Motion Artifact Removal Networks (LEARN) for Quantitative $R_2^\ast$ MappingJul 12, 2021Deformation-Compensated Learning for Image Reconstruction without Ground TruthFeb 28, 2022Learning Cross-Video Neural Representations for High-Quality Frame InterpolationNov 29, 2023DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion ModelNov 26, 2023FLAIR: A Conditional Diffusion Framework with Applications to Face Video RestorationNov 1, 2022DOLPH: Diffusion Models for Phase RetrievalOct 10, 2023Domain Expansion via Network Adaptation for Solving Inverse ProblemsApr 4, 2025Multimodal Diffusion Bridge with Attention-Based SAR Fusion for Satellite Image Cloud RemovalNov 3, 2023Efficient Model-Based Deep Learning via Network Pruning and Fine-TuningJun 13, 2017Online Convolutional Dictionary Learning for Multimodal ImagingOct 2, 2015Parallel proximal methods for total variation minimizationOct 5, 2016Compressive Imaging with Iterative Forward ModelsMay 17, 2025Measurement Score-Based Diffusion ModelSep 13, 2024Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior SamplingApr 4, 2026Stochastic Generative Plug-and-Play PriorsDec 3, 2019Proximal Newton Methods for X-Ray Imaging with Non-Smooth RegularizationMar 26, 2024Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic ModelNov 7, 2023Constrained Regularization by Denoising with Automatic Parameter SelectionJul 26, 2022Deep Model-Based Architectures for Inverse Problems under Mismatched Priors