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deep image prior

26 papers

DIP

Papers

The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations CVPR 2026 Diffusion Image Prior ICCV 2025 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 Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise ICML 2024 Image Reconstruction Via Autoencoding Sequential Deep Image Prior NeurIPS 2024 Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms NeurIPS 2024 Validating Privacy-Preserving Face Recognition under a Minimum Assumption CVPR 2024 ZeroRF: Fast Sparse View 360deg Reconstruction with Zero Pretraining CVPR 2024 Deep Random Projector: Accelerated Deep Image Prior CVPR 2023 Self-Supervised Image Denoising Using Implicit Deep Denoiser Prior AAAI 2023 SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction MIDL 2023 The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior ICCV 2023 Wiener Guided DIP for Unsupervised Blind Image Deconvolution WACV 2023 Image Restoration by Deep Projected GSURE WACV 2022 ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior CVPR 2022 Warmstart Approach for Accelerating Deep Image Prior Reconstruction in Dynamic Tomography MIDL 2022 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 Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging ICCV 2021 A Bayesian Perspective on the Deep Image Prior CVPR 2019 An Internal Learning Approach to Video Inpainting ICCV 2019 Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization NeurIPS 2019 "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors CVPR 2019 Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior ICCV 2019