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Paper Citation Record · LEDGER

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 64 inbound Pith citation observations for arXiv:2308.15070.

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

pith.paper-citation-record.v1
2308.15070 v3

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measured 0 of 0 reference resolution

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Source: paper_references, paper_reference_links

measured 64 of 64 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 64 of 64 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:26:22.045383Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T21:06:13.474983Z

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Outbound references

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Pith citing papers

Observation 4afa3380-ea81-4fe7-93cc-a9448d72681e · inbound

DR-BFR: Degradation Representation with Diffusion Models for Blind Face Restoration cites this paper.

DR-BFR: Degradation Representation with Diffusion Models for Blind Face Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 18

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source=pdf_text observed=2026-08-12T19:53:47.972881Z digest=sha256:a64ef67b9b11a3aa540b94a2ac177f14228542029173e02cc3562d794df53ced

Observation 489e0d49-eede-4c60-a1b8-8d732460b5ba · inbound

Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution cites this paper.

Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 21

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source=pdf_text observed=2026-08-12T18:00:34.571118Z digest=sha256:298efda9b6bae829549b236cb0c6a60211b63baaf5870b564385a5c8722083a5

Observation f3013451-a614-4bb3-8b4f-d4ecc6324d3d · inbound

LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression cites this paper.

LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 19

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source=pdf_text observed=2026-08-12T17:00:24.628787Z digest=sha256:76902fe2c212834605d220cbab98ed6838e7439b12e655678515202a4bdb072a

Observation 684544b0-aa9a-486e-9f1d-4bc1c4124073 · inbound

Adversarial Diffusion Compression for Real-World Image Super-Resolution cites this paper.

Adversarial Diffusion Compression for Real-World Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 55

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source=pdf_text observed=2026-08-12T16:32:25.232415Z digest=sha256:9f57b5555e3926e1462493d7df492643dbcda577047378c3c2aff5548187627a

Observation a236aae1-27fa-4f32-b3db-89024abab065 · inbound

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency cites this paper.

Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 29

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source=pdf_text observed=2026-08-12T13:09:28.832868Z digest=sha256:70a6b7e839098b30f3b9b060d6b081c25a03ab8268af6f560f988880d53f491a

Observation 71dad16c-803f-4994-88fc-cd5f447f463e · 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 DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 29

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source=pdf_text observed=2026-08-12T11:30:31.944475Z digest=sha256:4a9487e45f4a1bb4577c8fb407b24de862e5a17553d379c454f7ba2fc2f25fb3

Observation 3b8587f7-12d1-41a1-88b8-6eb29b61d813 · inbound

HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior cites this paper.

HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 29

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source=pdf_text observed=2026-08-12T11:16:01.045334Z digest=sha256:906143918703f7d0f4b9d360e4a47480169b37623a2ead89613d5c9897353093

Observation 3cc2e494-72f1-4bcf-a5af-18250d4b4075 · inbound

FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution cites this paper.

FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 21

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source=pdf_text observed=2026-08-12T10:54:33.286916Z digest=sha256:5fc1338ce69e895cab31d4db51d872020f1a0ce548b3f726313e7a45fced52a4

Observation e45e63f3-ca34-4f2c-805e-8c1487977e03 · inbound

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

Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 34

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source=pdf_text observed=2026-08-12T04:57:58.527935Z digest=sha256:7fd5b7ad82385449309e5ae7a1786a8105acfd200a3f4f4c808ee18bd2a5daee

Observation d3a4d6cc-97ef-45ea-af3f-428673924b4a · inbound

Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation cites this paper.

Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 12

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source=pdf_text observed=2026-08-11T23:41:15.404772Z digest=sha256:37111c49fd3ac06399ada0e0063591dfc189011802dbc4e7f3038a401411cd7d

Observation 2e374f64-4015-4249-b315-77196bc11bb5 · inbound

Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution cites this paper.

Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 26

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source=pdf_text observed=2026-08-11T22:57:41.042450Z digest=sha256:fa626f3fa7b02cb97a5dc8503b629b599660a66fc11cc4231149a2ae62c96f30

Observation 3f96eada-bb33-4529-b16c-518359536c16 · inbound

Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach cites this paper.

Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 30

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source=pdf_text observed=2026-08-11T22:57:32.427840Z digest=sha256:1e0e0bd16f1f5164e341f5124912257f5019975ad30ef67cba24e04aae2a346f

Observation 6f09ea25-8589-4d68-9643-a313a105e031 · inbound

RFSR: Improving ISR Diffusion Models via Reward Feedback Learning cites this paper.

RFSR: Improving ISR Diffusion Models via Reward Feedback Learning DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 16

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source=pdf_text observed=2026-08-11T22:38:37.227696Z digest=sha256:eeda5573f972f9ebaf40535ea4dfe8c140101b6e7b073eb0a54ef3a520390bfd

Observation 48969c18-2add-458f-bcc5-b387fba823e7 · inbound

TASR: Timestep-Aware Diffusion Model for Image Super-Resolution cites this paper.

TASR: Timestep-Aware Diffusion Model for Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 17

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source=pdf_text observed=2026-08-11T22:35:43.173438Z digest=sha256:d14212213bf69bef5bfa31930faf1c476ae2a2b4895b154618905a6d9857f0fa

Observation 407de42c-abc9-4782-8e6a-96dc944e998a · inbound

ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration cites this paper.

ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 17

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source=pdf_text observed=2026-08-11T21:04:37.509657Z digest=sha256:58a05175403a407fcbf643c864a2c90365b538151daa61bd4789babe2506cc0f

Observation 098ea9fe-b8a2-48a8-afea-c20dc0d8128c · inbound

InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention cites this paper.

InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 42

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source=pdf_text observed=2026-08-11T19:22:43.777958Z digest=sha256:2ecbe8533d4e566279c7d6def2f187c87ed54a470abbf6f669abb44a252b0b7c

Observation ace712c0-778c-413d-b8e8-a0fd03fecfbc · inbound

RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution cites this paper.

RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 29

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source=arxiv_source observed=2026-08-11T19:10:26.737982Z digest=sha256:62ac16732eee88422c9b227c9503de2318921bcea5255a45a496894f17da8ea2

Observation 3c18eb2a-8633-4702-994e-36782553a619 · inbound

Hero-SR: One-Step Diffusion for Super-Resolution with Human Perception Priors cites this paper.

Hero-SR: One-Step Diffusion for Super-Resolution with Human Perception Priors DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 24

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source=pdf_text observed=2026-08-11T19:09:04.475259Z digest=sha256:1afd4a687fb5dd22d24bf236aa31c7bf25ff5bddc3a35ef2b6b037a1b7f69cdf

Observation 61d5b02d-4312-453b-8dc8-5131fb60e29c · inbound

Arbitrary-steps Image Super-resolution via Diffusion Inversion cites this paper.

Arbitrary-steps Image Super-resolution via Diffusion Inversion DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 30

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source=pdf_text observed=2026-08-11T17:27:44.948519Z digest=sha256:e19419f23fbec1ca1ef39a162fb2c97269637bc7bec3edfae7e2c8fb58f18008

Observation abb7c656-73bf-483c-90fa-ffc80dd08beb · inbound

ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring cites this paper.

ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 12

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source=pdf_text observed=2026-08-11T17:18:58.352669Z digest=sha256:dbb6c7a334076f08101674ccc9e941b02aae8ebc67d6bcc86c013ad744e1d6ef

Observation a87c1511-3d28-49fb-979f-1aa4b7d8317e · inbound

Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression cites this paper.

Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 22

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source=arxiv_source observed=2026-08-11T15:06:46.293667Z digest=sha256:44c559b466c9790b64c266f03a5f00b399f7e18424f7377c450d0d70860e4b3f

Observation b0f7b278-3ef2-4f80-a4cf-994cadb217f2 · inbound

F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration cites this paper.

F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 62

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source=pdf_text observed=2026-08-11T13:28:09.379022Z digest=sha256:21a70a8a149fcbc1101925f7f6e1080f30f3e3b6332906200c3c9af73f32ce4a

Observation c9647866-46e0-4fda-bec6-898423ded857 · inbound

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

Navigating Image Restoration with VAR's Distribution Alignment Prior DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 27

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source=pdf_text observed=2026-08-10T23:09:05.551604Z digest=sha256:1360f41010deac62999f2c00d1c098a913d30ec107110457465add1d4c9dc617

Observation 56d1c022-9e0c-47d1-b54c-afce18798304 · inbound

SVFR: A Unified Framework for Generalized Video Face Restoration cites this paper.

SVFR: A Unified Framework for Generalized Video Face Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 25

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source=pdf_text observed=2026-08-10T22:34:55.927251Z digest=sha256:e485eae1e89d009f54b1914894498b688d6e979b345c59798c28e7d4aa36425f

Observation 2d3d7d23-bee3-46b8-ae5a-f312f4bee5c1 · inbound

SceneVTG++: Controllable Multilingual Visual Text Generation in the Wild cites this paper.

SceneVTG++: Controllable Multilingual Visual Text Generation in the Wild DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 72

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source=pdf_text observed=2026-08-10T22:05:33.404668Z digest=sha256:2bc3786758d9a2bd17bf498884c7b7885cde37a644158d65be36c9846c6bbc88

Observation 6495f205-d533-4e98-96ab-6bacd16af221 · inbound

STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution cites this paper.

STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 30

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source=pdf_text observed=2026-08-10T22:04:48.696473Z digest=sha256:0370597672391bb2a78aa5a10b4421edb5187114e25b4d90abeee98e5c52d017

Observation 9b0b4aba-22c2-4291-bc1f-770775048c42 · inbound

Erasing Noise in Signal Detection with Diffusion Model: From Theory to Application cites this paper.

Erasing Noise in Signal Detection with Diffusion Model: From Theory to Application DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 14

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source=pdf_text observed=2026-08-10T20:57:04.723854Z digest=sha256:2047bb8a6094bb7aaf928d318f80156b70be3fe7e499ecfad1d0ccbcaf7829b0

Observation 6c185b72-d52c-4ed6-beea-af45ddb5ac0d · inbound

Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration cites this paper.

Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 23

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source=arxiv_source observed=2026-08-10T19:36:33.381054Z digest=sha256:f316981e382e220427da055261dd5cb6e47754d573ec7ae2810c5564787666b6

Observation 6651b263-c54e-4624-8acc-fa996a77f3d2 · inbound

DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations cites this paper.

DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 15

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source=pdf_text observed=2026-08-10T19:28:21.077980Z digest=sha256:78b8a78c8062427cb30f05367877cec57caaf5ec0ce252bc6a5983618282d735

Observation 99bb1acb-0f9e-4b81-a081-70e7684c9dce · inbound

UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion cites this paper.

UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 23

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source=pdf_text observed=2026-08-10T18:14:25.760934Z digest=sha256:2c23b31aa04acc1440b87fffb3f41be6c4e14b80e600feb3069e53a26c492a9f

Observation 110df6ec-a525-4287-bc46-2e8448e578d3 · 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 DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 31

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source=pdf_text observed=2026-08-10T17:35:42.427241Z digest=sha256:b42ad3f26ad434f79270d1dc40fbfc6896be07d26ee70a7f41d6bfad57b2af05

Observation fabbe350-9fd1-4b85-9c2b-565d31b94ba5 · inbound

UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior cites this paper.

UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 33

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source=pdf_text observed=2026-08-10T16:58:34.092389Z digest=sha256:fa0e3ad1789bce7a3ac84fb72c5816f0e928401c3cb985d6a97094e5f1d1bafe

Observation 9c278779-378d-4a8d-91e8-9304008410b4 · 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 DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 22

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source=pdf_text observed=2026-08-10T15:21:04.416373Z digest=sha256:565ae65efcb678c6de82d16780024c451a61cc71cffcf29fc580c4c2f51d143a

Observation 694de81b-b3c8-4010-9717-17fa9b2bee4b · inbound

Visual Autoregressive Modeling for Image Super-Resolution cites this paper.

Visual Autoregressive Modeling for Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 2021

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source=pdf_text observed=2026-08-09T21:47:59.541942Z digest=sha256:bc967f4aca8476a5a4afaaf6f1315a5677bb83a401a4e92d930b06d077551675

Observation e97c1536-6369-433b-a100-3da3eeea8903 · inbound

InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration cites this paper.

InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 11

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source=pdf_text observed=2026-08-09T13:02:37.480667Z digest=sha256:2e6fc095ded41ed7d73492f275c17ffca993ce40874edc79db1275e227c9c128

Observation 17cd55aa-334b-4387-80d1-6a460f166736 · inbound

Segment Any-Quality Images with Generative Latent Space Enhancement cites this paper.

Segment Any-Quality Images with Generative Latent Space Enhancement DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 36

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arxiv_id, observed 2026-05-22T23:47:15.676647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T23:45:38.970279Z digest=sha256:258c67592ef7f509462ab3ab46f238897ae7bcbf055dd4dde117c554890f4ba2

Observation dac3599a-faa9-4ad7-8c57-cc15b3d64f2e · inbound

ARAP-GS: Drag-driven As-Rigid-As-Possible 3D Gaussian Splatting Editing with Diffusion Prior cites this paper.

ARAP-GS: Drag-driven As-Rigid-As-Possible 3D Gaussian Splatting Editing with Diffusion Prior DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 31

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unresolved
no resolver link, observed 2026-08-16T12:26:22.045383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:26:22.045383Z digest=sha256:53fc57b7ce9992a2b4be9c1b46b95fa9400ad19f9249fd186a4a257c795f3c3c

Observation 55b4f5ac-201f-4e10-9f97-8b2bd3bfc742 · inbound

Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration cites this paper.

Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 46

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unresolved
no resolver link, observed 2026-08-16T11:34:58.422099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:34:58.422099Z digest=sha256:38afd20c1877e0aba7253182e17c7faf72bc0c6ba8da400ad0aa69a2867bb0f9

Observation 01542601-f0f1-47f5-bda3-62f34127026c · inbound

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching cites this paper.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 2021

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unresolved
no resolver link, observed 2026-08-16T11:29:56.903989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:29:56.903989Z digest=sha256:929f2222ec4d757a7acac88eab1e5f15976e86894a7da0aac894b8d8af5efe31

Observation b6e18381-d644-47c5-ab61-50f9d05ca9d4 · inbound

Dual Prompting Image Restoration with Diffusion Transformers cites this paper.

Dual Prompting Image Restoration with Diffusion Transformers DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 21

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unresolved
no resolver link, observed 2026-08-16T10:51:23.788105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:51:23.788105Z digest=sha256:06c75933904a7e545bc6c0ad5315b8351a13a9f678070b00d9e202c2a72933a2

Observation 5cf36d5e-1c0f-4174-9d93-9ab04641e1a9 · inbound

GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution cites this paper.

GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 26

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unresolved
no resolver link, observed 2026-08-16T04:40:11.992255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:40:11.992255Z digest=sha256:e7cbba810910c2ef021382026ae1ddbdfb10da0955987ca293d33e53d64d3830

Observation d140d2d5-68a3-4e5f-b44b-209a4f8ad2e5 · inbound

EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution cites this paper.

EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-22T16:04:58.422233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T16:03:38.103710Z digest=sha256:156be3dc386e719ab2b6866d681013fb58c23f8d2cfbd8e2f461081e300c08ab

Observation f58a1269-a95a-44b0-8029-c29502f7602d · inbound

PICD: Versatile Perceptual Image Compression with Diffusion Rendering cites this paper.

PICD: Versatile Perceptual Image Compression with Diffusion Rendering DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T22:59:39.854938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:59:39.854938Z digest=sha256:d1bad444aa1119d602520c18aadc776037ce0e00e36e7c60b476711b9c7431c4

Observation b5266fcc-2c1a-47f1-baf9-fb40518f6c71 · inbound

Improving Novel view synthesis of 360$^\circ$ Scenes in Extremely Sparse Views by Jointly Training Hemisphere Sampled Synthetic Images cites this paper.

Improving Novel view synthesis of 360$^\circ$ Scenes in Extremely Sparse Views by Jointly Training Hemisphere Sampled Synthetic Images DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 14

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unresolved
no resolver link, observed 2026-08-07T14:22:17.960030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:22:17.960030Z digest=sha256:2ad5bc9f9d8a04a318e6ddb48de1feae9b6465389437a673f09109967ede7938

Observation b440853e-afa2-4b0c-81a9-324605b415aa · 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 DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T12:44:15.789208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:44:15.789208Z digest=sha256:125e272d049fbce9eb350183387d5eb4452746b6bcad65b5e5ee5fa1d9aa91cf

Observation e0f578c2-1fe8-4cc3-9618-0c8618df5cea · inbound

Semantics-Guided Generative Image Compression cites this paper.

Semantics-Guided Generative Image Compression DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T12:41:32.560750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:41:32.560750Z digest=sha256:e963b5022ee601fb87ce6af5a541461d484a56a1507f80be222e000d89ce2ac3

Observation 7b729fd9-f4e4-4ba9-91c3-787922393c29 · inbound

Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application cites this paper.

Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 29

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unresolved
no resolver link, observed 2026-08-07T10:19:34.523503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:34.523503Z digest=sha256:9c7a0834ff2b1766ff5b2c374c5f4f4b80563c45e40ff075fc5cef0066613c68

Observation 57f8b6f2-ad7c-4c6d-9432-aa07db02f0f9 · inbound

Incorporating Uncertainty-Guided and Top-k Codebook Matching for Real-World Blind Image Super-Resolution cites this paper.

Incorporating Uncertainty-Guided and Top-k Codebook Matching for Real-World Blind Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 21

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unresolved
no resolver link, observed 2026-08-07T05:31:34.973445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:31:34.973445Z digest=sha256:832c22bd5a91a4e53aef8ab9339eaffa2016800e879e7d4af57e5d8cb542ecd1

Observation bdcdef90-2f73-459a-b4b6-4048731faf98 · inbound

Visual-Instructed Degradation Diffusion for All-in-One Image Restoration cites this paper.

Visual-Instructed Degradation Diffusion for All-in-One Image Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 59

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unresolved
no resolver link, observed 2026-08-15T19:20:23.521911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:20:23.521911Z digest=sha256:e35115dd537f84c74923fccd5e23c23281631e99869b1ad8945844a05813c198

Observation 714251e1-ff08-49c9-a45d-b9a33b21bb92 · inbound

Reversing Flow for Image Restoration cites this paper.

Reversing Flow for Image Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 51

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unresolved
no resolver link, observed 2026-08-15T19:21:34.921735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:21:34.921735Z digest=sha256:6fad866483972446c9c730fd46664bf61c65e817bf810ccce76ac9827aa6dbcb

Observation 8ee7593d-6ae4-4e68-bbaf-89851442b794 · inbound

Robust ID-Specific Face Restoration via Alignment Learning cites this paper.

Robust ID-Specific Face Restoration via Alignment Learning DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T17:27:31.390646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:27:31.390646Z digest=sha256:5598e9bb533ca7f66e4ef16bf3989520d00bcae183d08e97681243bdbc89feb2

Observation 7361444d-557d-44ea-871d-eb73a447ee2c · inbound

Exploiting Gaussian Agnostic Representation Learning with Diffusion Priors for Enhanced Infrared Small Target Detection cites this paper.

Exploiting Gaussian Agnostic Representation Learning with Diffusion Priors for Enhanced Infrared Small Target Detection DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 2022

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unresolved
no resolver link, observed 2026-08-06T14:43:20.967533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:43:20.967533Z digest=sha256:b907a62ab2888dd6e62a45c90f21a72ef95a5d851ade77431a16d9229255a9d2

Observation d8d63999-9eb1-4a6e-93b2-f76f9bca39a7 · 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 DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T13:46:23.953837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:46:23.953837Z digest=sha256:8f10c05ff19acfe8dd526c7021d04c3d4b4739277db3167747cf71708e90818e

Observation 5932bd12-8cbb-4055-9967-7a0f21a8fed9 · inbound

MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy cites this paper.

MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 58

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unresolved
no resolver link, observed 2026-08-06T04:24:23.512708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T04:24:23.512708Z digest=sha256:264f14bb201ea4c852c7b8a5dde02459c12c80f696ac69b23c597cedd114ddd1

Observation ca3eaa40-5fd7-4323-95df-832f096ae980 · inbound

TinySR: Pruning Diffusion for Real-World Image Super-Resolution cites this paper.

TinySR: Pruning Diffusion for Real-World Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T17:11:28.121487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:11:28.121487Z digest=sha256:92c674d0fb7a5ea6d2e74640759313f7e099bcb2f9c380b5b7641ba71c6f6026

Observation bed75085-7e5d-4769-adee-c017772a9e04 · inbound

Towards Any-Quality Image Segmentation via Generative and Adaptive Latent Space Enhancement cites this paper.

Towards Any-Quality Image Segmentation via Generative and Adaptive Latent Space Enhancement DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 57

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T18:13:13.149248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-16T18:11:47.141366Z digest=sha256:b2e6dbe6c96156f2bdf47e5e77de1c155c1999765bedcbda61564967f39a5b28

Observation 43fe62d3-62b7-4b4d-ab88-cd2b6ac030d2 · inbound

Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration cites this paper.

Bridging Information Asymmetry: A Hierarchical Framework for Deterministic Blind Face Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T07:38:45.766004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T07:38:45.766004Z digest=sha256:573e26b58aa9eaf6f1de0b9c6fbefadc366b981a3d435a5ea0ee74c44a2238e8

Observation ca06d45e-e0d3-42db-947d-3f847f93db21 · inbound

Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers cites this paper.

Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T19:47:12.108464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:47:12.108464Z digest=sha256:840a4e06e9185e0b8bc904974937b8a1150881eb483778d7d4413aff5292e102

Observation fae38461-e7ad-4b08-bc8a-5f8ce2dc241d · inbound

VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution cites this paper.

VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:21:04.488747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-09T22:03:39.970776Z digest=sha256:9c170cdb969fd38d6aaabf99e7c26bb912937d118d2b78050e7ca481b459230f

Observation f390c024-5d92-4837-93d0-acd49c5437c4 · inbound

GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration cites this paper.

GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-06-28T22:42:46.073736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T22:42:14.320188Z digest=sha256:6e43fa677a1b9859d4c63290569a53d2ca69c024256bd15082a628607b683be0

Observation 44c5116c-e9a7-4437-9680-f973d81bffc4 · inbound

HiTokSR: A Coarse-to-Fine Tokenizer with Hierarchical Codebooks for High-Fidelity Real-World Image Super-Resolution cites this paper.

HiTokSR: A Coarse-to-Fine Tokenizer with Hierarchical Codebooks for High-Fidelity Real-World Image Super-Resolution DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-01T21:06:13.476533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T17:32:15.239191Z digest=sha256:c22b0a80c9cb69ca4c7c39670f00a63b19910b2cd9ff5b796c63ecc8e09d8a4b

Observation 654e3407-76a4-4907-9c2a-9d5400011ed0 · 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 DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 264

Resolution
unresolved
no resolver link, observed 2026-08-01T22:34:57.269097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:34:57.269097Z digest=sha256:c356dcc5086239951587fc057a3ee10e5fcbec65ceb3c6d6e033efb4f0bbeb15

Observation 9bc0c421-acce-45cb-92e0-939464c12e9f · inbound

The Devil is in the Dark Pixels: Toward Brightness Bias-Robust Denoising cites this paper.

The Devil is in the Dark Pixels: Toward Brightness Bias-Robust Denoising DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T04:47:47.034847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T04:47:47.034847Z digest=sha256:5fb847c1ae8cc2edc09ccdb16b888abb578cedafbf5a0a76f1a828cb273bcd08

Observation be02d52e-b6c1-4562-ae2d-c3af14d608f2 · inbound

MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scale cites this paper.

MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scale DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-31T06:40:45.547336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T06:40:45.547336Z digest=sha256:fda7256a9604dd403aa2b1d9354ba847933cfa0ffb88d1e2b32efd5b5d0b4c67