Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training
Fuente:
arXiv
Saved in:
| Main Authors: | Chandler, Edward P., Shoushtari, Shirin, Liu, Jiaming, Asif, M. Salman, Kamilov, Ulugbek S. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Analysis Plug-and-Play Methods for Imaging Inverse Problems
by: Chandler, Edward P., et al.
Published: (2025)
by: Chandler, Edward P., et al.
Published: (2025)
Plug-and-Play Posterior Sampling for Blind Inverse Problems
by: Li, Anqi, et al.
Published: (2025)
by: Li, Anqi, et al.
Published: (2025)
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling
by: Yismaw, Nebiyou, et al.
Published: (2024)
by: Yismaw, Nebiyou, et al.
Published: (2024)
Stochastic Generative Plug-and-Play Priors
by: Park, Chicago Y., et al.
Published: (2026)
by: Park, Chicago Y., et al.
Published: (2026)
Closed-Form Approximation of the Total Variation Proximal Operator
by: Chandler, Edward P., et al.
Published: (2024)
by: Chandler, Edward P., et al.
Published: (2024)
Plug-and-Play Priors as a Score-Based Method
by: Park, Chicago Y., et al.
Published: (2024)
by: Park, Chicago Y., et al.
Published: (2024)
Diff-Unfolding: A Model-Based Score Learning Framework for Inverse Problems
by: Wang, Yuanhao, et al.
Published: (2025)
by: Wang, Yuanhao, et al.
Published: (2025)
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models
by: Shoushtari, Shirin, et al.
Published: (2025)
by: Shoushtari, Shirin, et al.
Published: (2025)
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems
by: Terris, Matthieu, et al.
Published: (2024)
by: Terris, Matthieu, et al.
Published: (2024)
Measurement Score-Based Diffusion Model
by: Park, Chicago Y., et al.
Published: (2025)
by: Park, Chicago Y., et al.
Published: (2025)
A Self-supervised Diffusion Bridge for MRI Reconstruction
by: Gao, Harry, et al.
Published: (2025)
by: Gao, Harry, et al.
Published: (2025)
A Plug-and-Play Image Registration Network
by: Hu, Junhao, et al.
Published: (2023)
by: Hu, Junhao, et al.
Published: (2023)
Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration
by: Hu, Yuyang, et al.
Published: (2025)
by: Hu, Yuyang, et al.
Published: (2025)
Single-Shot Plug-and-Play Methods for Inverse Problems
by: Cheng, Yanqi, et al.
Published: (2023)
by: Cheng, Yanqi, et al.
Published: (2023)
RELD: Regularization by Latent Diffusion Models for Image Restoration
by: Cascarano, Pasquale, et al.
Published: (2025)
by: Cascarano, Pasquale, et al.
Published: (2025)
Deep Parameter Interpolation for Scalar Conditioning
by: Park, Chicago Y., et al.
Published: (2025)
by: Park, Chicago Y., et al.
Published: (2025)
Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning
by: Park, Chicago Y., et al.
Published: (2023)
by: Park, Chicago Y., et al.
Published: (2023)
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction
by: Gan, Weijie, et al.
Published: (2023)
by: Gan, Weijie, et al.
Published: (2023)
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model
by: Gan, Weijie, et al.
Published: (2024)
by: Gan, Weijie, et al.
Published: (2024)
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
by: Bao, Jingwei, et al.
Published: (2024)
by: Bao, Jingwei, et al.
Published: (2024)
A Unified Framework for Multimodal Image Reconstruction and Synthesis using Denoising Diffusion Models
by: Gan, Weijie, et al.
Published: (2026)
by: Gan, Weijie, et al.
Published: (2026)
RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds
by: You, Kang, et al.
Published: (2025)
by: You, Kang, et al.
Published: (2025)
Super-Resolution Optical Coherence Tomography Using Diffusion Model-Based Plug-and-Play Priors
by: Wang, Yaning, et al.
Published: (2025)
by: Wang, Yaning, et al.
Published: (2025)
PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans
by: Hao, Jiacheng, et al.
Published: (2025)
by: Hao, Jiacheng, et al.
Published: (2025)
Score-Based Turbo Message Passing for Plug-and-Play Compressive Image Recovery
by: Cai, Chang, et al.
Published: (2025)
by: Cai, Chang, et al.
Published: (2025)
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping
by: Xu, Xiaojian, et al.
Published: (2022)
by: Xu, Xiaojian, et al.
Published: (2022)
A Plug-and-Play Algorithm for 3D Video Super-Resolution of Single-Photon LiDAR data
by: Ruget, Alice, et al.
Published: (2024)
by: Ruget, Alice, et al.
Published: (2024)
Plug-and-Play with 2.5D Artifact Reduction Prior for Fast and Accurate Industrial Computed Tomography Reconstruction
by: Duba-Sullivan, Haley, et al.
Published: (2025)
by: Duba-Sullivan, Haley, et al.
Published: (2025)
Deep Plug-and-Play HIO Approach for Phase Retrieval
by: Isil, Cagatay, et al.
Published: (2024)
by: Isil, Cagatay, et al.
Published: (2024)
Plug-and-Play image restoration with Stochastic deNOising REgularization
by: Renaud, Marien, et al.
Published: (2024)
by: Renaud, Marien, et al.
Published: (2024)
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks
by: Hong, Cheeun, et al.
Published: (2023)
by: Hong, Cheeun, et al.
Published: (2023)
STAC: Plug-and-Play Spatio-Temporal Aware Cache Compression for Streaming 3D Reconstruction
by: Wang, Runze, et al.
Published: (2026)
by: Wang, Runze, et al.
Published: (2026)
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
by: Wu, Zihui, et al.
Published: (2024)
by: Wu, Zihui, et al.
Published: (2024)
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation
by: Xu, Jiashu
Published: (2024)
by: Xu, Jiashu
Published: (2024)
Efficient Visual Computing with Camera RAW Snapshots
by: Li, Zhihao, et al.
Published: (2022)
by: Li, Zhihao, et al.
Published: (2022)
Test Time Optimized Generalized AI-based Medical Image Registration Method
by: C., Sneha Sree, et al.
Published: (2025)
by: C., Sneha Sree, et al.
Published: (2025)
Random Walks with Tweedie: A Unified View of Score-Based Diffusion Models
by: Park, Chicago Y., et al.
Published: (2024)
by: Park, Chicago Y., et al.
Published: (2024)
EigenScore: OOD Detection using Covariance in Diffusion Models
by: Shoushtari, Shirin, et al.
Published: (2025)
by: Shoushtari, Shirin, et al.
Published: (2025)
Plug In, Grade Right: Psychology-Inspired AGIQA
by: Liao, Zhicheng, et al.
Published: (2025)
by: Liao, Zhicheng, et al.
Published: (2025)
Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT
by: Moroy, Liam, et al.
Published: (2024)
by: Moroy, Liam, et al.
Published: (2024)
Similar Items
-
Analysis Plug-and-Play Methods for Imaging Inverse Problems
by: Chandler, Edward P., et al.
Published: (2025) -
Plug-and-Play Posterior Sampling for Blind Inverse Problems
by: Li, Anqi, et al.
Published: (2025) -
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling
by: Yismaw, Nebiyou, et al.
Published: (2024) -
Stochastic Generative Plug-and-Play Priors
by: Park, Chicago Y., et al.
Published: (2026) -
Closed-Form Approximation of the Total Variation Proximal Operator
by: Chandler, Edward P., et al.
Published: (2024)