Cover Image

UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liang, Shijun, Alkhouri, Ismail R., Gautam, Siddhant, Qu, Qing, Ravishankar, Saiprasad
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction
by: Liang, Shijun, et al.
Published: (2024)

Robust Physics-based Deep MRI Reconstruction Via Diffusion Purification
by: Alkhouri, Ismail, et al.
Published: (2023)

Tada-DIP: Input-adaptive Deep Image Prior for One-shot 3D Image Reconstruction
by: Bell, Evan, et al.
Published: (2025)

Dynamic MRI Reconstruction Via Dual Deep Priors and Low-Rank Plus Sparse Modeling
by: Sun, Yongliang, et al.
Published: (2026)

NERD: Network-Regularized Diffusion Sampling For 3D Computed Tomography
by: Liang, Shijun, et al.
Published: (2025)

Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction
by: Liang, Shijun, et al.
Published: (2024)

Understanding Untrained Deep Models for Inverse Problems: Algorithms and Theory
by: Alkhouri, Ismail, et al.
Published: (2025)

Decoupled Data Consistency with Diffusion Purification for Image Restoration
by: Li, Xiang, et al.
Published: (2024)

SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems
by: Alkhouri, Ismail, et al.
Published: (2024)

Patient-Adaptive and Learned MRI Data Undersampling Using Neighborhood Clustering
by: Gautam, Siddhant, et al.
Published: (2023)

Learning Scan-Adaptive MRI Undersampling Patterns with Pre-Optimized Mask Supervision
by: Dhar, Aryan, et al.
Published: (2025)

Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data
by: Liang, Shijun, et al.
Published: (2022)

Robust MRI Reconstruction by Smoothed Unrolling (SMUG)
by: Liang, Shijun, et al.
Published: (2023)

Scan-Adaptive MRI Undersampling Using Neighbor-based Optimization (SUNO)
by: Gautam, Siddhant, et al.
Published: (2025)

Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization
by: Liang, Shijun, et al.
Published: (2024)

Learning Robust Features for Scatter Removal and Reconstruction in Dynamic ICF X-Ray Tomography
by: Gautam, Siddhant, et al.
Published: (2024)

Scan-Adaptive Dynamic MRI Undersampling Using a Dictionary of Efficiently Learned Patterns
by: Gautam, Siddhant, et al.
Published: (2026)

ForcingDAS: Unified and Robust Data Assimilation via Diffusion Forcing
by: Jia, Yixuan, et al.
Published: (2026)

Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction
by: Li, Zhongsen, et al.
Published: (2024)

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models
by: Pang, Li, et al.
Published: (2024)

Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
by: Lin, Yunlong, et al.
Published: (2024)

Unsupervised Deep Image Prior for Sparse-View and Limited-Angle Electron Tomography
by: Brosset, Serge, et al.
Published: (2026)

Deep Phase Coded Image Prior
by: Shabtay, Nimrod, et al.
Published: (2024)

Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction
by: Xu, Shuo, et al.
Published: (2023)

Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction
by: Tian, Xuanyu, et al.
Published: (2025)

Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains
by: Liu, Xuan, et al.
Published: (2023)

Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement
by: Morawski, Igor, et al.
Published: (2024)

Adaptive Fused Prior Transfer for Controllable Generative Image Compression
by: Pei, Yifei, et al.
Published: (2026)

Preventing Overfitting in Deep Image Prior for Hyperspectral Image Denoising
by: Gkotsis, Panagiotis, et al.
Published: (2026)

Underdetermined Blind Source Separation via Weighted Simplex Shrinkage Regularization and Quantum Deep Image Prior
by: Lin, Chia-Hsiang, et al.
Published: (2026)

A Dynamically Weighted Loss Function for Unsupervised Image Segmentation
by: Guermazi, Boujemaa, et al.
Published: (2024)

An Unsupervised Reconstruction Method For Low-Dose CT Using Deep Generative Regularization Prior
by: Unal, Mehmet Ozan, et al.
Published: (2020)

A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution
by: Yang, Zhixiong, et al.
Published: (2024)

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution
by: Liu, Jianjun, et al.
Published: (2023)

Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges
by: Kompanets, Andrii, et al.
Published: (2024)

Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging
by: Wu, Zongliang, et al.
Published: (2023)

Transfer CLIP for Generalizable Image Denoising
by: Cheng, Jun, et al.
Published: (2024)

Stochastic Deep Restoration Priors for Imaging Inverse Problems
by: Hu, Yuyang, et al.
Published: (2024)

Deep Image Prior Assisted ISAR Imaging for Missing Data Case
by: Bayar, Necmettin, et al.
Published: (2025)

Deep Priors for Video Quality Prediction
by: Shakya, Siddharath Narayan, et al.
Published: (2024)