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Paper Citation Record · LEDGER

Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 68 inbound Pith citation observations for arXiv:2212.00490.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2212.00490 v2

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measured 0 of 0 reference resolution

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measured 68 of 68 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 68 of 68 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:37:48.675893Z

measured 0 of 1 external citation measurements

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Source: arxiv_reference, observed 2026-07-04T05:49:36.459436Z

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Outbound references

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Pith citing papers

Observation eb7e5064-401b-4af8-a3ac-9eda72cef09b · inbound

A Survey on Diffusion Models for Inverse Problems cites this paper.

A Survey on Diffusion Models for Inverse Problems Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 11

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arxiv_id, observed 2026-05-17T04:31:49.178878Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-17T04:31:49.105271Z digest=sha256:1b892e9dcf6002a07897696d4857e861571783a0dd21594f99578afcfd19377f

Observation 4eea7728-f6f1-4154-bd2a-964a8a61b9ee · inbound

Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements cites this paper.

Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 37

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source=arxiv_source observed=2026-08-12T20:21:09.427325Z digest=sha256:81162c2b5b4fe059def67406a3b5700f2d226f3eecc30026eb0e86caec21acb0

Observation fb87cc5b-1a03-498c-a011-7ee0210db519 · inbound

Constrained Diffusion with Trust Sampling cites this paper.

Constrained Diffusion with Trust Sampling Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 55

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source=pdf_text observed=2026-08-12T19:14:18.279457Z digest=sha256:a64966dfe35dcf40466d94f65b489a5a050e5faaadfec50e54df4ace9f5be68b

Observation 1b5a634c-373d-4909-b96a-d80eb880c7cf · inbound

Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models cites this paper.

Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 35

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source=pdf_text observed=2026-08-12T17:35:46.923834Z digest=sha256:80e0cada247e21347cfeb7ddb997f5577623fb40afbb6597283bbb2725fb631b

Observation ef878529-5a37-4575-b8c9-5cc7c2b67845 · inbound

Zero-Shot Low-Light Image Enhancement via Joint Frequency Domain Priors Guided Diffusion cites this paper.

Zero-Shot Low-Light Image Enhancement via Joint Frequency Domain Priors Guided Diffusion Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 28

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source=pdf_text observed=2026-08-12T15:46:49.709179Z digest=sha256:e197fa68c9a176fc44fe4e5416538844d83cef0c656070d6f37580b5fd311ac9

Observation 771bc581-1670-433e-a6c4-e3b471a6797e · inbound

TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution cites this paper.

TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 48

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source=pdf_text observed=2026-08-12T11:30:32.020397Z digest=sha256:ca3543b3e133531ebbf284791af242d3fb31de4b4ac4998e8290e2a65e7f30ee

Observation c739e1b1-b50f-4813-8041-a04fa328eb4f · inbound

Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis with Diffusion-based Approach cites this paper.

Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis with Diffusion-based Approach Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 21

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Observation 87c632cc-e1c7-4d20-bf76-0bfebd494631 · inbound

Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration cites this paper.

Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 59

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source=pdf_text observed=2026-08-12T04:57:58.657916Z digest=sha256:8789f641d7c668a32407a0027f48399e332a514d2ea1566b986a3c4f8377c09a

Observation 376bd290-e1b2-4523-b8e7-d46a5be4479b · inbound

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization cites this paper.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 28

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source=pdf_text observed=2026-08-11T22:00:07.397541Z digest=sha256:63d34ce9504ba3b94951280a200540c7376a3939c5a3aa2edd5531202fe8f2d2

Observation fc94f929-b4e2-4c72-bb4d-ef1b35b9bdaf · inbound

Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution cites this paper.

Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 49

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source=arxiv_source observed=2026-08-11T10:33:07.960152Z digest=sha256:644dfd666c373b923fb3fbb24fbc968ddf6549a0b91f3bac70fe36ce0629a99f

Observation 6f03f73d-c6a3-4288-951f-f49f9094df22 · inbound

An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models cites this paper.

An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 28

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source=pdf_text observed=2026-08-10T23:46:44.958579Z digest=sha256:b7747a568a44aa0c34ec9870f556dad511521cec71566341163a37aacc7994dc

Observation fc7ba8fe-6a45-4558-9172-9dcdb0823d9e · inbound

Navigating Image Restoration with VAR's Distribution Alignment Prior cites this paper.

Navigating Image Restoration with VAR's Distribution Alignment Prior Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 46

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source=pdf_text observed=2026-08-10T23:09:05.692970Z digest=sha256:e5d998a3513b466456569a0e35ef9cefc373ed31d2805d2d0551c4f86b201127

Observation 3a0652bc-92bb-468e-ae4e-b367a0d3d2b8 · inbound

Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps cites this paper.

Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 31

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Observation 93b0152f-c2a8-413e-8bda-8bc1c29c1f51 · inbound

Proxies for Distortion and Consistency with Applications for Real-World Image Restoration cites this paper.

Proxies for Distortion and Consistency with Applications for Real-World Image Restoration Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 63

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source=pdf_text observed=2026-08-10T17:35:42.586494Z digest=sha256:9ce7c179985a5213c28cea440c1ca200c5c3d260164882f5bd7a0f4af1b74a10

Observation 8e25715d-e917-4670-bde4-a172be656bb2 · inbound

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image cites this paper.

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 38

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source=pdf_text observed=2026-08-10T15:21:04.473004Z digest=sha256:08d55bb833e3730294af75b7d16e7a0f2818be41646966fe44b59c5d1f960d93

Observation 6426d84b-606c-456d-8051-81d87db6dba4 · inbound

Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior cites this paper.

Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 44

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source=arxiv_source observed=2026-08-09T22:03:03.622532Z digest=sha256:1fdeded28273bcecd04216a10bfc9f6776c571798a8c2685941d9e83b1db96c2

Observation 2e75f06a-0bce-4634-86b6-20ddc4f4c331 · inbound

Unpaired Deblurring via Decoupled Diffusion Model cites this paper.

Unpaired Deblurring via Decoupled Diffusion Model Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 35

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Observation 938bee88-67ef-4a81-8808-eb6cc5feaa71 · inbound

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution cites this paper.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 44

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Observation cf3b37a5-406b-449d-aa9a-81acacad0ada · inbound

Coding-Prior Guided Diffusion Network for Video Deblurring cites this paper.

Coding-Prior Guided Diffusion Network for Video Deblurring Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 26

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Observation 84847350-7b59-409c-b989-d0793bd7391f · inbound

Dual Prompting Image Restoration with Diffusion Transformers cites this paper.

Dual Prompting Image Restoration with Diffusion Transformers Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 44

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source=pdf_text observed=2026-08-16T10:51:23.872605Z digest=sha256:e5428703f8b9293fc2db1121851340e4aef3b519df51be6e71d709e2ed889739

Observation 9fff21e1-9280-42fe-8713-ee18a485aee5 · inbound

COCO-Inpaint: A Benchmark for Detecting and Localizing Inpainting-Based Image Manipulations cites this paper.

COCO-Inpaint: A Benchmark for Detecting and Localizing Inpainting-Based Image Manipulations Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 57

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verified exact
arxiv_id, observed 2026-05-22T17:51:54.454328Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation f9c1b570-36d6-4295-8e01-a67c6dfab4a6 · inbound

Text to Image Generation and Editing: A Survey cites this paper.

Text to Image Generation and Editing: A Survey Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 265

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Observation 2c600c48-5694-4fed-9ec1-b3f6b3191d9c · inbound

Projection-Based Correction for Enhancing Deep Inverse Networks cites this paper.

Projection-Based Correction for Enhancing Deep Inverse Networks Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 30

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Observation d5cad145-5f49-457d-acb6-950cdfd9b2e2 · inbound

Dual Ascent Diffusion for Inverse Problems cites this paper.

Dual Ascent Diffusion for Inverse Problems Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 39

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arxiv_id, observed 2026-05-19T14:27:24.136509Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 93a4f634-dda3-4eb4-b6e1-44fa073635fd · inbound

DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP cites this paper.

DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 45

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Observation e7008721-91bb-41ae-9dca-db726ee26eb8 · inbound

DiffuseSlide: Training-Free High Frame Rate Video Generation Diffusion cites this paper.

DiffuseSlide: Training-Free High Frame Rate Video Generation Diffusion Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 37

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Observation 5ddbcee9-9d66-41b8-af36-f53fc4ba188e · inbound

Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach cites this paper.

Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 42

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Observation c92ce44e-44c6-4065-b984-10da1898c1f5 · inbound

Multi-Step Guided Diffusion for Image Restoration on Edge Devices: Toward Lightweight Perception in Embodied AI cites this paper.

Multi-Step Guided Diffusion for Image Restoration on Edge Devices: Toward Lightweight Perception in Embodied AI Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 16

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Observation 95ec9d06-5431-4036-8acb-8053918c0c18 · inbound

FRIDU: Functional Map Refinement with Guided Image Diffusion cites this paper.

FRIDU: Functional Map Refinement with Guided Image Diffusion Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 100

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source=arxiv_source observed=2026-08-15T19:57:27.948239Z digest=sha256:1a27d8b204a884a3d448a31067f2418eb4dc1811ca3e96c0db0c7f17e5384831

Observation 4b86eba8-d6d2-42d5-a0a2-975dbdfdcad0 · inbound

MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling cites this paper.

MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 13

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Observation 8517f544-1aae-4778-8d2f-32fa992da5f5 · inbound

Reversing Flow for Image Restoration cites this paper.

Reversing Flow for Image Restoration Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 100

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source=pdf_text observed=2026-08-15T19:21:35.091249Z digest=sha256:bce3cfb1b95c178b39ff72b858a3c4b11231f44c576a0614cb5384a34b379e8f

Observation dcb605ee-8765-4850-b0a0-858ff48ee92c · inbound

Time-variant Image Inpainting via Interactive Distribution Transition Estimation cites this paper.

Time-variant Image Inpainting via Interactive Distribution Transition Estimation Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 13

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source=pdf_text observed=2026-08-06T21:45:46.665767Z digest=sha256:214d785c283d2ae4047b5e5b6ad5a21ee2e51a3ad6da140de0496e05fc87fe5a

Observation 897f03cc-beea-428c-b250-456d1d1bccb0 · inbound

DepthSync: Diffusion Guidance-Based Depth Synchronization for Scale- and Geometry-Consistent Video Depth Estimation cites this paper.

DepthSync: Diffusion Guidance-Based Depth Synchronization for Scale- and Geometry-Consistent Video Depth Estimation Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 48

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source=pdf_text observed=2026-08-06T20:56:22.134280Z digest=sha256:1e18ddc3f66cc75f059a6af6a350d79e81d5b3f56ac7c0291ca1870d731fb34e

Observation f0ca860c-50e7-4830-a3c2-9bc75e961f3a · inbound

4KAgent: Agentic Any Image to 4K Super-Resolution cites this paper.

4KAgent: Agentic Any Image to 4K Super-Resolution Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 200

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source=pdf_text observed=2026-08-06T18:52:39.270618Z digest=sha256:e35804ba1173f629819daf6dffb8d9a0eb50bda42ca5508d4d1f104ce1949cd8

Observation ac5b9eb5-cd34-400d-a4e3-d4814c512160 · inbound

Diff-ANO: Towards Fast High-Resolution Ultrasound Computed Tomography via Conditional Consistency Models and Adjoint Neural Operators cites this paper.

Diff-ANO: Towards Fast High-Resolution Ultrasound Computed Tomography via Conditional Consistency Models and Adjoint Neural Operators Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 32

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arxiv_id, observed 2026-05-19T04:12:02.591736Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-19T04:07:42.061343Z digest=sha256:013905fc3a87aafafee48ab2c9475f015e27f64260fcd40e19e5677870c70964

Observation edbab378-5baf-4865-8e89-b7ba22a869b3 · inbound

Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training cites this paper.

Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 67

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no resolver link, observed 2026-08-06T13:46:25.671536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:46:25.671536Z digest=sha256:8a5e41858914ff53e94a911b262c86fba6e6c41357be892fc53f67bc0f40f8bf

Observation 0f4cb439-fbef-4308-80cf-db3189be0ecf · inbound

GuidPaint: Class-Guided Image Inpainting with Diffusion Models cites this paper.

GuidPaint: Class-Guided Image Inpainting with Diffusion Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 36

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no resolver link, observed 2026-08-06T12:36:40.080471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:36:40.080471Z digest=sha256:23fa66aefeee62a2b3a05a5304181340f3d07e30afaae3b7d3c24092b8e6c293

Observation eb6d0d44-8b88-4ae7-976e-9e933b2e35c1 · inbound

Navigating the Exploration-Exploitation Tradeoff in Inference-Time Scaling of Diffusion Models cites this paper.

Navigating the Exploration-Exploitation Tradeoff in Inference-Time Scaling of Diffusion Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 12

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no resolver link, observed 2026-08-15T17:28:58.078352Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:28:58.078352Z digest=sha256:6afa1f07d665b767067da37575c884f75b7f7b159d1e3f3c7440ee18fd82ca7f

Observation 0731195f-9340-4202-845e-93491c0378c1 · inbound

Zero-shot CT Super-Resolution using Diffusion-based 2D Projection Priors and Signed 3D Gaussians cites this paper.

Zero-shot CT Super-Resolution using Diffusion-based 2D Projection Priors and Signed 3D Gaussians Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 33

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unresolved
no resolver link, observed 2026-08-05T18:09:55.378125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:09:55.378125Z digest=sha256:7a5bf5b7168a7bc7df57a9dfae7732731dd9e2aa892bfd07a24754fec7bb439a

Observation 5c00034b-3d3d-4a96-807f-eddf1f067a28 · inbound

InfraDiffusion: zero-shot depth map restoration with diffusion models and prompted segmentation from sparse infrastructure point clouds cites this paper.

InfraDiffusion: zero-shot depth map restoration with diffusion models and prompted segmentation from sparse infrastructure point clouds Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 55

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unresolved
no resolver link, observed 2026-08-05T11:03:09.009805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T11:03:09.009805Z digest=sha256:7f37d2b3cc49880efdab7c11904b7a165c02dc8c3703229c8beed26faba96d98

Observation 0aa11d77-4d43-4091-8b69-08a00007041d · inbound

A novel method and dataset for depth-guided image deblurring from smartphone Lidar cites this paper.

A novel method and dataset for depth-guided image deblurring from smartphone Lidar Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T19:29:19.967182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:29:19.967182Z digest=sha256:689d918393caebe8fdbd11c22532c3b3098b44192879d116542468ea215645cf

Observation 9be4bf5a-aa2c-4347-8f6f-ddb18ace0d3e · inbound

Plug-and-play Diffusion Models for Image Compressive Sensing with Data Consistency Projection cites this paper.

Plug-and-play Diffusion Models for Image Compressive Sensing with Data Consistency Projection Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 11

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unresolved
no resolver link, observed 2026-08-04T19:18:35.915386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:18:35.915386Z digest=sha256:20d55eb22e47e2cf7d05c38fa95cc6c09a0f1e98eabea429d8b0bb71dab325e6

Observation 45dffb73-3a30-4b09-8a99-8229d5170b00 · inbound

NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems cites this paper.

NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 59

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verified exact
arxiv_id, observed 2026-05-18T11:16:19.099502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-18T11:13:52.431931Z digest=sha256:094f93324153ae809afb946062d7f84ab0c16381d77e75981a00eea81b4b5009

Observation bc7764ed-7102-4864-809c-f72f8f23a5d8 · inbound

Local MAP Sampling for Diffusion Models cites this paper.

Local MAP Sampling for Diffusion Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 2023

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unresolved
no resolver link, observed 2026-08-04T11:15:55.531117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:15:55.531117Z digest=sha256:71720ded32edfd20d495782fddbd71da3c207555d4277a6ffab4fe98dd613c1b

Observation c906e692-c27b-437d-8c9a-cabd794aada6 · inbound

Semantic-Guided Cross-Sensor Super Resolution of Remote Sensing Images: A Gated Dual Conditioning Flow Matching Model cites this paper.

Semantic-Guided Cross-Sensor Super Resolution of Remote Sensing Images: A Gated Dual Conditioning Flow Matching Model Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 2018

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unresolved
no resolver link, observed 2026-08-04T07:56:31.902347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:31.902347Z digest=sha256:7e9083c4ea96660f3c6f0d7c4d1be372c93f5c472b919cba500d227694153485

Observation 746030a2-d482-4724-a469-9c8019225b7d · inbound

Generative Spectrum Cartography: Unified Reconstruction and Active Sensing via Diffusion Models cites this paper.

Generative Spectrum Cartography: Unified Reconstruction and Active Sensing via Diffusion Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 27

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unresolved
no resolver link, observed 2026-08-03T14:34:37.202653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:34:37.202653Z digest=sha256:b7ee23b181576255221a2b44efa8070bdb157b84e9e9347b34d378110025f1ea

Observation c42c1db6-67d7-44dd-81ba-f2b84b017d74 · inbound

Protein Autoregressive Modeling via Multiscale Structure Generation cites this paper.

Protein Autoregressive Modeling via Multiscale Structure Generation Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:24:11.296772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-21T13:21:53.668727Z digest=sha256:25940975578154d6285d29ba483ee064413771ccdc480bf7c57ca22063ddebaf

Observation 84415835-21fa-4f04-9fcf-4508379378b1 · inbound

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models cites this paper.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:30:12.683425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-21T13:27:45.428602Z digest=sha256:6ff84f1ea1ce23915b22f6a80a7e0e9ab600016187e347c512da63d72ab78c67

Observation bf969740-97a6-437f-b1ba-e685bcab9f96 · inbound

Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios cites this paper.

Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:41:52.927157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T17:29:13.089951Z digest=sha256:f3cc30ca9af91b8ef42877dfb8a0944ca1d2e5e63cf23fd277468483cee933ee

Observation c0a5baeb-639a-4b4b-b455-b4d7ad4ea5ea · inbound

Invertible Diffusion for Low-Memory Channel Gain Map Construction in Wireless Communication Networks cites this paper.

Invertible Diffusion for Low-Memory Channel Gain Map Construction in Wireless Communication Networks Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:36:01.849552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T15:57:13.402331Z digest=sha256:b41cee2ca0fc4dd5465e7240cf45938a1208cdc42b998af6ef5ccfcbcd585881

Observation 22ffcd99-0021-45f4-88b1-8fb9a977f08d · inbound

Unifying Deep Stochastic Processes for Image Enhancement cites this paper.

Unifying Deep Stochastic Processes for Image Enhancement Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 68

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verified exact
arxiv_id, observed 2026-05-11T17:01:10.017069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-09T14:09:12.744688Z digest=sha256:18f679119112a5f2ab76dc50a236a35172374466e2ec420d488e6ee6283566a3

Observation c7d30dc4-bb30-4ab8-9674-49941d58c50c · inbound

Conditional Diffusion Under Linear Constraints: Langevin Mixing and Information-Theoretic Guarantees cites this paper.

Conditional Diffusion Under Linear Constraints: Langevin Mixing and Information-Theoretic Guarantees Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:16:08.102971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T17:45:33.056954Z digest=sha256:5354692ec7dd6a01b6870bd864e41afed8523716cffc171cfafe0e01b4de430f

Observation 85fdbb61-d271-4d91-913e-0c6c1e29b650 · inbound

Plug-and-Play Label Map Diffusion for Universal Goal-Oriented Navigation cites this paper.

Plug-and-Play Label Map Diffusion for Universal Goal-Oriented Navigation Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:26:08.860033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T09:14:22.217185Z digest=sha256:15506189279084a583e2d2ad905a112bc11a69cc869aed7be64e55ba4cdf3c7b

Observation 25b8e3dd-4471-44d0-8cf0-3281c472afd3 · inbound

Conservative Flows: A New Paradigm of Generative Models cites this paper.

Conservative Flows: A New Paradigm of Generative Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:45:57.337930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-11T01:06:38.494579Z digest=sha256:bde1f1cb0bc8b980a6ab7f86b3d753b386857a0d198e6558fdc7d9a100a029c8

Observation c32e0303-626a-497a-ae32-4ce8fcafe011 · inbound

PolarVSR: A Unified Framework and Benchmark for Continuous Space-Time Polarization Video Reconstruction cites this paper.

PolarVSR: A Unified Framework and Benchmark for Continuous Space-Time Polarization Video Reconstruction Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:26:23.785658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-12T05:25:48.845344Z digest=sha256:b700a02caca61b376da066bb1a3515925ad18f925a27c4c5482bcd5eea1ea091

Observation b32062f7-0ae5-4d69-95a3-2d2962fc0955 · inbound

Proximal-Based Generative Modeling for Bayesian Inverse Problems cites this paper.

Proximal-Based Generative Modeling for Bayesian Inverse Problems Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 118

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verified exact
arxiv_id, observed 2026-05-14T17:57:33.511080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-14T17:53:42.816596Z digest=sha256:f5021d4ed7ab91285b5abfba123d93a3e636b71f9a8067f1064da60e17c10c93

Observation 152ea939-74d6-4ff8-a620-1416255e1293 · inbound

Separating Intrinsic Ambiguity from Estimation Uncertainty in Deep Generative Models for Linear Inverse Problems cites this paper.

Separating Intrinsic Ambiguity from Estimation Uncertainty in Deep Generative Models for Linear Inverse Problems Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-06-30T21:35:04.926253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-30T21:26:04.409899Z digest=sha256:9c5341e8d0911e877c8e05c32365322d49fcfa743b0a637aeb1ee2135f4ddceb

Observation f6b17243-98ec-4fb4-b8fc-10d5cda96121 · inbound

Measurement Geometry and Design for Trustworthy Generative Inverse Problems cites this paper.

Measurement Geometry and Design for Trustworthy Generative Inverse Problems Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:36:17.901424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-28T15:09:44.152570Z digest=sha256:9b06df767f74a5077330ff6ba851ae4b365b01c41c648e8bbe8f990f78a4a287

Observation ea6b2032-091a-4e7e-96a9-8f5c49bb8c5f · inbound

Reflection Separation from a Single Image via Joint Latent Diffusion cites this paper.

Reflection Separation from a Single Image via Joint Latent Diffusion Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:36:27.334680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-28T10:47:22.111357Z digest=sha256:7e99fbdde0b5ff5d692450f1bd2a5c0fb7fa43c02e53582d1e2a295bd879ad42

Observation 29113710-5acc-4b9c-98f5-8dd8fe0902a1 · inbound

Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance cites this paper.

Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-07-04T00:39:17.077266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T21:03:43.962738Z digest=sha256:851d45fcb8113ce9f97e75f6f2bad9aae5760a7d083169f7a7269d23b5d96a9b

Observation 89260763-7d1b-43d3-a486-4b51da2d1569 · inbound

FlowBender: Feedback-Aware Training for Self-Correcting Conditional Flows cites this paper.

FlowBender: Feedback-Aware Training for Self-Correcting Conditional Flows Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-04T03:19:30.019096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T18:17:25.479543Z digest=sha256:d6f4345c8edb0072bf66eb9a02aa80d0823642080dd3832ea5dc0205f7a57c51

Observation a1756bea-14de-492a-b92a-2ba5bb74e600 · inbound

From Sparse X-rays to 3D CT: Training-Free Reconstruction with Diffusion Priors cites this paper.

From Sparse X-rays to 3D CT: Training-Free Reconstruction with Diffusion Priors Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-04T05:49:36.462944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T15:35:07.179919Z digest=sha256:3c234ab1f44de28e528c0055113d3f1cc762f15e3bb0f847b235651b7bb7edc4

Observation 36e45878-d1f5-4920-923a-548713da109e · inbound

From Sparse X-rays to 3D CT: Training-Free Reconstruction with Diffusion Priors cites this paper.

From Sparse X-rays to 3D CT: Training-Free Reconstruction with Diffusion Priors Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T10:52:16.904805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:52:16.904805Z digest=sha256:af0fab0c83a07a157ebba9281d76ec4342580f613f935fc1dd27a9000a24189d

Observation 8f423511-b306-423e-ad33-a3d5a07af8f8 · inbound

Diffusion-Based Noise-Adaptive Null-Space Channel Estimation for OFDM Systems cites this paper.

Diffusion-Based Noise-Adaptive Null-Space Channel Estimation for OFDM Systems Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 35

Resolution
unresolved
no resolver link, observed 2026-07-12T03:07:18.806932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:07:18.806932Z digest=sha256:34cc5b31a89b916b5b11377c026496e8fd1a17ec3a308ac9f8aed7047804c0fe

Observation 5f4adeeb-e199-439b-b0de-794634f56b01 · inbound

Efficient Difficulty-Aware Dynamic Routing for Diffusion-Based Real-World Image Super-Resolution cites this paper.

Efficient Difficulty-Aware Dynamic Routing for Diffusion-Based Real-World Image Super-Resolution Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 125

Resolution
unresolved
no resolver link, observed 2026-08-01T22:34:44.798751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:34:44.798751Z digest=sha256:c8e06ba733c7cde61e5421bece4205bf976ebda01e8fe4e74f002b1ddf4ad0cf

Observation 746d48cb-5f49-43ca-b8e5-7ca6dde721ca · inbound

Provable diffusion-based posterior sampling for linear inverse problems via DDIM cites this paper.

Provable diffusion-based posterior sampling for linear inverse problems via DDIM Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-01T12:52:54.714869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T12:52:54.714869Z digest=sha256:5ad400aea06e3729a20ec20181565a15695de107b0f6fd2267cf88e535b0bb26

Observation 38fc814c-125d-45e2-a343-ea8819f2b49e · inbound

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching cites this paper.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T05:20:09.841238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:20:09.841238Z digest=sha256:69265a8ff27c7bd542c3eea47c6bd6c65210ed04491f174c7635074a78df871e

Observation b08d37e0-e47e-43cd-9538-bd252f3b211f · inbound

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching cites this paper.

Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-08T16:55:41.665559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:55:41.665559Z digest=sha256:f55cffe33e89f82ad519f637ea399e769c1d942b6c73b9cef646730e00032502