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Paper Citation Record · LEDGER

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 55 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 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 55 of 55 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:53:47.972881Z

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:aae195b9a37a782a7c924d56e2b1009f01fb12b3144343eab95c7cddfce42ec1

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=sha256:49492f80a985399b2b186fe553899a4d6cd6227e89dc632ab2893796a315fbf4

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:f704e57e6fb16183e250db6f0a6533e7d5f0d9a71a5360ba5922b825dae45373

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:d9d4ac98f4b4bd83f0dd51fc1cfba52081429f36715ef6f8dbe1d2ffcbab392c

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=sha256:72d6087a6756df8f28831c11e9853199a5e9e2c102397c0e65f7e27a1060f95a

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=sha256:801ab90355f4eef8aa7d6352b4a5d5533458aba75f3d6433f2fa891642c17222

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:d7d321c829cfb5df151169d5331294ef76074201ff2c1cc243af4011f2467702

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=sha256:11069e9323d5fc9cb0ab7c763b7c8a13fcc7c314b1aba4d19530ef4280cf1dc1

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:f342b6ce5dcb6c19774812782353dc58083a6a1533080f40383365364051a756

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:c7777db0d099d0397157258e00ed076dfaf6d3fb1e3de02d70f8192744d4b764

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=sha256:0c4322486470c96f743f73095f9562617a45012939235d5674087d7b6df47f6a

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=sha256:01895729ee149fa39bdaf72ab20e895e2d11d5659da9b2a85fdf07f21e5c5fd4

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=sha256:6be8f2a5f7ab026c0c6a441eeed039192425b607c88087276b9b502c1638cb11

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=sha256:4db33559cda2d717dd3b8285fb4e192370b66300bea465e4eded3cd7650c99f9

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:ca3198d355b55c7ec6603339911096b0e2abd969613d85af3883f19f5ed420f4

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:b05ae62f1d17208aef4f8af73051f3a92b10ad01d16e6b85f4d78493a13ada78

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:e2105a89ff175a23de933a47a5e849929041cd0aa245a10ee0c1ef3671b6dcf3

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=sha256:7fac24f0cda63dfbcb38d5adca1f3b6a683cfa8253fd40845455f8ab8268e294

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:ab9a054df01fdc3bd8e64aa5014fd76befd9b4ef8a46fbcc2063d93c929bf463

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=sha256:4ecd4c1b284bab6967022e3d22b603e4405ea22e4e1fc77e72ec6f0debd3a133

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:eb873a5c796a56db803801e60bbad5a33ce12741b9960cf17c61be128fc447e6

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=sha256:5c55880d0ce803641ea16db5bdbe38faa330498af2385afd5dd3ac4e11468975

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:bc8193e5bbe12b2a8e4073c1d4429a99d29d669c8b23438d55c6331f54d60c55

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:ace93b051c972496a4f1ddd3e737f3125fcf0458da678f7c5da9c6367350c4c6

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=sha256:6952e743c8d126d6c88964f114fae0510cf067bc72b082e3c1607e2be973e7c4

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=sha256:2a6e70cda95a0fade675ca6cbaeba6b7667a0a9a0e43df33088909bad87fd4c2

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=sha256:2366e7c2371350be3e728896fb492995d032277ce1dd49d7637c3af1ac5002e4

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:f0b971df2250e69d3da53b693ba459c91bb589880c08c64d8eb7bd219ce19466

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=sha256:46017bd181cfe493da1cab650a85a13b7e88788b735b74b915f1159355170be7

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=sha256:92b207d0e245bd6ec36af2183cb0320d170d68b9fbe54332902af629428d0dd3

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=sha256:7bfcd05257985e9ee6d5c67c5cf435a76700fe7d2b7855aa261fb736c4519b22

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=sha256:28037e6a4cb3ec562869a3c38dd31e8694509e5a10c6b8c8272dce98480eebac

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=sha256:3b59029e4dde55e96030acd9469e982c8db9bf1880c7011ab77905d07ab92165

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=sha256:44575cc68150e8f8a8bb4da4c51af8ef6c1257fda3961342fc2c804c68d6de43

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=sha256:295a29cabfef159ac8f12f51e3bc7533a89c2dccb99c877645f2793d887c4e71

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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verified exact
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-22T23:45:38.970279Z digest=sha256:5d2bb302ba7e450906aef63f57bc62314d66019535219c8d7cb42c7ac3c7bee3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-22T16:03:38.103710Z digest=sha256:ccbead32e752ccd6d1c95c46db9e30442fa23dcd6abbcce7b36474617ffb8c55

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:ca7ac122bd26bd39ef8c14ff85a36ee51f29d4f0dbb5fe05f615ba1bde6f6c5c

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

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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=sha256:2700f411c3678145343e2cd795a61ccb67abd30e16c087a5ab335f0aa55f7b66

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=sha256:3d0a7574213cca5e80799ac13c427815da437f99f89298c93ab8ab5c6b88110d

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

Resolution
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=sha256:10b72c82b5514d18ae859d9748c3f63a1acfb57e0e212224ac1e6aeae94d7676

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

Resolution
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=sha256:51ff7cb308db0960b6468aea320111835e94981d5470938d77e982b401e47342

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:e68b8eab43bfc3ebd35b19e9e289d1f9437f47b7395ce2f735cf64fb5fbeecc1

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

Resolution
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=sha256:93ca882ec8df188bffb754893542cb67788f4d5a9d1aafa808a93369a00e904a

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=sha256:92317eaa6b46d8c456d249c7f987d7f2613497573e6d07520ab4290dec5a13f8

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

Resolution
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=sha256:79967140f98c5a7b0d238e304b668593dee6903bf9ca29abe147c33ccfe18d5f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-16T18:11:47.141366Z digest=sha256:550f0540d148bf3dff24e2ded26f330cd25fcb78bff53639805bc5c6fe0fe1ae

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=sha256:43bf961a755c86a2339aa22e082709c36bc0b05256ff4dc56bcc07d62ead4263

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=sha256:3d4f1bea1e647254c085b48addfd78885ab965faf5bd03be608ba4ac0acf49f1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-09T22:03:39.970776Z digest=sha256:2e2091e09da9a7da937c73b393d54a8030c1170f936132c75465b401117475e5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-28T22:42:14.320188Z digest=sha256:f8be1b1f2a74b0a17085e92afeff9f4406cf196a40036edadf163dcc8dd0528d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-28T17:32:15.239191Z digest=sha256:f5230e90676f232d55ea3a084c9833cd15381d88880b2916c529c3b02210f51f

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=sha256:05f95402846e08c030a0927dd47f56e4057deb22daa8684c085acd165f90c0ab

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:b2a6429462519c4cdbeec7b9c3a892d24da81ff169bec1cf6dd4f7b76213e8e2

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:eae2fbdda1c8fe0fdc715dea51794495d07579b12e60680a4e0bbb2b4c2dab94