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Paper Citation Record · LEDGER

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

As of 14 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

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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=sha256:0b7acab149efa2790ac94dd9b656f76edfd94fe32c25e88addc1ef07e076ba96

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=sha256:6db419285f571ec2c8f5b073b7b28d0ec656690408b042c4b54e67b3f0c62376

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=sha256:7ab61cd28d7183a848bc5988cf3592c371f5dd8c1922aabd4483bd1175e52543

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:de621399f3002fd7d95cc524a576b7d9d6fe8a331c6c975bf873d2ef27b8f975

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:fd37e622b0884384c68b63cfdda93bf022950b80de4dfa75f3b359d922f5ee33

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=sha256:4631ccec2edfb93d9a7e55b817e58f3a6b0551199c2aa96f45986f64871d4b88

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=sha256:6e0c7aebcae4d72505ead39153e157b3c21daaad5b82ffe7b52f06690040a0a2

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:ef31649d1f29210d6047b8c7c9dad4fc6207d90b1f39552a4e84ffc143319df4

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=sha256:5f503afc141262d2fec4b0de3a8adf32e5ea9e4b84f1f378f419effc1c14d2e2

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=sha256:1ee4b9e63ef7eb2c4cffeef25ccfe655ce333cdc7012344feca317feaf337c1d

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:b04a25ef9419ed5566b11134c3955a1a2388f1e5cc68387085dfc4a0ee30af5c

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=sha256:9f458bea6e473afc099fbd1330488829e969db158fa32f8c308793da20332493

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:ec141e56f248eea77a0f34d9303e4a055a9318d4ef1789589cb258985018693d

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=sha256:822278bbb26f8dbda025fc6f729ca5be1df5e83a63b6362d0b9d3ac327b69fee

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=sha256:71fbfa900eea634efbdb6f12063e5bcfaeeed7307bb29effcf6d45a1ba1a350e

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=sha256:0fc57645c569d518f39001d73fce91f03354ecc3484053c2e0165adaa651676d

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:e3fa8bd009d90188bad22153af8fd88a1df177b3fa436b0d57e14c92225a9750

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=sha256:35d88a6f2dbb14691e529416a9c83ee80122337824c150f944b5d591d7ca126e

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=sha256:36036de8be2f76df37e3e43ddfe999912fc72864c01b935177b0599c887eb893

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:fea15f9e2195d32ac97e0cd09f7b292349f0361f6131a8c365968d32128c75be

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:fd61cf9b59d4d2410e582179cbd43ffbfdc7dd68572dea210d73fa245558fe24

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:a3c783ba2e532f28aeeeeecfd813f6c309843a2dd353c9da6956492701eaa18b

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=sha256:3861559b1ebbf460c6568500bf4e16c713d98dc163d396ab1568f3f1d64f3c94

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=sha256:1dded093fe5b945d311be98be5b516fa9af62cf5a5b3c51fb15ee40afdc5b0fa

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=sha256:1ed0e40ca9ded188500900584a1d4ec1fd94c14c39181e59604d85ac034a3847

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:c1ebd37ec80135fd9bded6710530fd3e00999412e8ddc140bb6b466c9198ac29

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=sha256:78b3badcc24b7bef4feac145bc3c8a62071871f880bb164fd393b910bbe6cc1e

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:dd585c17c1b3314ce7f30432e84e1acbd3800c567d99574e34037f9a2f126b5a

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=sha256:947a650fdcf59133708cee97558ebb8642ce72e6255da02211889bb26a8e3fe7

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:be41ad0add269a503814824b80cb5aeb07b09a659c3ac0b4515e26e8e46eb355

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:a4b7b82baffa06332234f329a7d276b91c481f126aeaa3e150c6dbc5e969814a

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:ceab06e0cc2c468533ee9164bfe8b66bb5347e02ab22808bbb77e7715508a600

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=sha256:34e89eea1ae21865432597290d737cf3bf1c4943bd5bf1f18792b05da81558b4

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:a23cad29d20785a2dc361c88ee15dc808b46766438bd8a1a15a190280270b9db

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=sha256:48dd6f095c5da6daf8bb7bd89e6dae67573fd3bbf274c385d491ad57d0438e20

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

source=pdf_text observed=2026-05-22T23:45:38.970279Z digest=sha256:26bfdaa4822e36e4b423823ecb654078bb6774819a8270a695c9ae4c4b8202be

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

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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:cceaa2bb01c95094d86016af815b3b603d9afed96871c128c40b1d68fc270d58

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:e22455cab0bdedc25344b7e9a79aea5a0c0e908c290017776bef7ffcadfdfa1b

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=sha256:7e73d76b31afd2e62b556fa0249fa01f861ffa32b057969aebd873678c99ae73

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:a6b9814e3add6d7825e95a795ad90e7f44fac3b017545c5b5e1570a1031388c9

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=sha256:1884a3787e4418acdc5fa28e9940b54af0fde03324c2bafcfbdfbbd6b1273cbb

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=sha256:7d90233baae8487fdaad90c29cb10da1d5f43005168ed3e09a93f0cc6e4783ff

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=sha256:79af5059eb56f5b2dc874b1268db2df96e9d4809dcd3bc74d1edc2f03eae8d55

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:c1b62dc6033fc13493a17ced9b12ae58a18fb6fe77aa7ffee349e11b0ef5644a

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=sha256:1027f4e9693615f14f02cd154a7a8264442c7c3610d437bd0d689e3c27759bcc

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=sha256:684a1ea270e15fa37992c60399d9b72ca12de0d72cb49dcf30a0d51055e9b46a

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=sha256:99fbf6326140e4b8bc035eb79580cfe789b91be54d4d0525d08f456aefee2c5a

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=sha256:70a2cfa1a54d944612c6aaac559a20f0c40944297461d72a861debf6735b2afa

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=sha256:12bce28ceff42e4c0f05da5ce4d831d4402d73870ab9624a366cf9f535ff94a2

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:f4c5c69622b5d715dd1809beaa9148b31757f18e47d19bd9ae44cdc5dd432cb7

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=sha256:9bbcd85ea5b719ce47063a0c3d2e8b48697917e9a1b025d1608060c39e5216df

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:a91694661593984780e2a40f3fca4adc54952510738d196afc6227369fb324bc

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=sha256:5f6d1c34c6f378148b674416d28cf4090060c6013e5543710c59307c45f70365

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=sha256:62889acc7309d09b1c6a27c58bb6503b6f1d4bb2200097cb4d7e6824a9c25a3c

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:b487f2a3ae8dfc154c1ecdc5d3cf0bc1f49fd8ef7dbdd47483c8f0e5ed3e04ea