conftrace_

deep image prior

24 papers

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Also known as

DIP

Co-occurring keywords

image denoising (372) image restoration (1517) image reconstruction (671) inverse problem (240) image inpainting (287) convolutional neural network (4226) unsupervised learning (3264) snapshot compressive imaging (16) hyperspectral imaging (82) diffusion model (3751)

Papers

Family of Deep Image Prior Networks for Accelerated 3D LGE-MRI Acquisition with Enhanced Reconstruction MIDL 2025
Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance WACV 2025
Diffusion Image Prior ICCV 2025
Image Reconstruction Via Autoencoding Sequential Deep Image Prior NIPS 2024
ZeroRF: Fast Sparse View 360deg Reconstruction with Zero Pretraining CVPR 2024
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms NIPS 2024
Validating Privacy-Preserving Face Recognition under a Minimum Assumption CVPR 2024
SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction MIDL 2023
Wiener Guided DIP for Unsupervised Blind Image Deconvolution WACV 2023
Self-Supervised Image Denoising Using Implicit Deep Denoiser Prior AAAI 2023
Deep Random Projector: Accelerated Deep Image Prior CVPR 2023
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior ICCV 2023
Warmstart Approach for Accelerating Deep Image Prior Reconstruction in Dynamic Tomography MIDL 2022
Image Restoration by Deep Projected GSURE WACV 2022
ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior CVPR 2022
Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging ICCV 2021
A Mean-Field Variational Inference Approach to Deep Image Prior for Inverse Problems in Medical Imaging MIDL 2021
Rethinking Deep Image Prior for Denoising ICCV 2021
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization NIPS 2019
Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior ICCV 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors CVPR 2019
A Bayesian Perspective on the Deep Image Prior CVPR 2019
An Internal Learning Approach to Video Inpainting ICCV 2019
Deep Image Prior CVPR 2018