Adaptive Blind All-in-One Image Restoration | Paper Citation Record

Observation 70a7ed7b-50bb-4835-be3e-5577e9ae3dce · outbound

This paper cites Exploring the limits of large scale pre- training.

Adaptive Blind All-in-One Image Restoration Exploring the limits of large scale pre- training

Reference 1

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Observation 9343d2f9-cf80-4a3f-8de4-c6489c95c354 · outbound

This paper cites Multimodal prompt perceiver: Empower adap- tiveness generalizability and fidelity for all-in-one image restoration.

Adaptive Blind All-in-One Image Restoration Multimodal prompt perceiver: Empower adap- tiveness generalizability and fidelity for all-in-one image restoration

Reference 2

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Observation 9cc162cc-43e7-4d54-834f-926e69f16f8e · outbound

This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.

Adaptive Blind All-in-One Image Restoration Retinexformer: One-stage retinex- based transformer for low-light image enhancement

Reference 3

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Observation 4f7cff59-7b10-4641-864a-6a740fd66c19 · outbound

This paper cites Simple baselines for image restoration.

Adaptive Blind All-in-One Image Restoration Simple baselines for image restoration

Reference 4

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Observation d1d6dcae-8069-457f-9343-df8ec43ea440 · outbound

This paper cites Jstasr: Joint size and transparency- aware snow removal algorithm based on modified partial convolution and veiling effect removal.

Adaptive Blind All-in-One Image Restoration Jstasr: Joint size and transparency- aware snow removal algorithm based on modified partial convolution and veiling effect removal

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.707272Z

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Observation 31b4281e-4e90-411f-9bdb-85c7daf0f12f · outbound

This paper cites Learn- ing a sparse transformer network for effective image derain- ing.

Adaptive Blind All-in-One Image Restoration Learn- ing a sparse transformer network for effective image derain- ing

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.698413Z

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Observation 9814b783-5b9a-476c-9338-68e63ba15e00 · outbound

This paper cites Activating more pixels in image super- resolution transformer.

Adaptive Blind All-in-One Image Restoration Activating more pixels in image super- resolution transformer

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.689991Z

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Observation 87966a90-8e74-481f-84a7-2f3a39cc8234 · outbound

This paper cites A comparative study of image restoration networks for general backbone network design.

Adaptive Blind All-in-One Image Restoration A comparative study of image restoration networks for general backbone network design

Reference 8

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Observation 201f9602-4e5b-41b3-8148-485b6d190d0b · outbound

This paper cites Instruc- tir: High-quality image restoration following human instruc- tions.

Adaptive Blind All-in-One Image Restoration Instruc- tir: High-quality image restoration following human instruc- tions

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.671460Z

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Observation 8379f1a5-b886-4586-bd42-85e749123ddf · outbound

This paper cites AdaIR: Adaptive all-in-one image restoration via frequency mining and mod- ulation.

Adaptive Blind All-in-One Image Restoration AdaIR: Adaptive all-in-one image restoration via frequency mining and mod- ulation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.661763Z

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Observation 4a0d9992-932f-456b-8bef-913bbcf9f007 · outbound

This paper cites A continual learning survey: Defying for- getting in classification tasks.

Adaptive Blind All-in-One Image Restoration A continual learning survey: Defying for- getting in classification tasks

Reference 11

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Observation 4b0e684e-d490-4de5-8b87-60999ba18c94 · outbound

This paper cites Inversion by di- rect iteration: An alternative to denoising diffusion for image restoration.

Adaptive Blind All-in-One Image Restoration Inversion by di- rect iteration: An alternative to denoising diffusion for image restoration

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.642711Z

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Observation ea956846-5aec-4a62-af83-06f13336fc6c · outbound

This paper cites Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization.

Adaptive Blind All-in-One Image Restoration Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.633997Z

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Observation fd6c7184-3616-4cbf-9049-9ab9870b2984 · outbound

This paper cites Denoising prior driven deep neural network for image restoration.

Adaptive Blind All-in-One Image Restoration Denoising prior driven deep neural network for image restoration

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.625334Z

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Observation 88519bfb-e578-470a-baab-37c7ddf33b72 · outbound

This paper cites A general decoupled learning framework for parameterized image operators.IEEE TPAMI, 43(1):33–47, 2019.

Adaptive Blind All-in-One Image Restoration A general decoupled learning framework for parameterized image operators.IEEE TPAMI, 43(1):33–47, 2019

Reference 15

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Observation f14a71d9-74aa-4aa0-8c89-1877bce3d4d3 · outbound

This paper cites Fast and robust multiframe super resolution.

Adaptive Blind All-in-One Image Restoration Fast and robust multiframe super resolution

Reference 16

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Observation 86324096-dcaa-4a5e-8ae6-b9a4d7c06022 · outbound

This paper cites Enhanced variational image dehazing.

Adaptive Blind All-in-One Image Restoration Enhanced variational image dehazing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.596991Z

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Observation c64fffc3-c343-4e96-bacf-1f9b054c3a83 · outbound

This paper cites Test-time degradation adaptation for open-set image restoration.

Adaptive Blind All-in-One Image Restoration Test-time degradation adaptation for open-set image restoration

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.587724Z

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Observation 20e570ae-1843-4f92-9015-e2472a40780b · outbound

This paper cites Mambair: A simple baseline for image restoration with state-space model.

Adaptive Blind All-in-One Image Restoration Mambair: A simple baseline for image restoration with state-space model

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.578462Z

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Observation 73715784-5325-45c6-8fac-f9d0b4e7a1c0 · outbound

This paper cites Onerestore: A universal restoration frame- work for composite degradation.

Adaptive Blind All-in-One Image Restoration Onerestore: A universal restoration frame- work for composite degradation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.569048Z

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Observation 1bcf7f98-1f18-4c23-8fbb-609a46feea7d · outbound

This paper cites Theorie der horizontalen sichtweite: Kontrast und sichtweite.

Adaptive Blind All-in-One Image Restoration Theorie der horizontalen sichtweite: Kontrast und sichtweite

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.559127Z

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Observation 3cc02512-626c-434e-ba1c-bd11ab47db81 · outbound

This paper cites Single image haze removal using dark channel prior.

Adaptive Blind All-in-One Image Restoration Single image haze removal using dark channel prior

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.548536Z

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Observation 3b1cf09a-6be2-4b74-8cd6-1a58a7026164 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Adaptive Blind All-in-One Image Restoration Lora: Low-rank adaptation of large language models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.538552Z

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Observation f72de156-b1cd-44c2-a468-c262841deda4 · outbound

This paper cites Vi- sual prompt tuning.

Adaptive Blind All-in-One Image Restoration Vi- sual prompt tuning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.528638Z

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Observation d2ee1fa9-6709-4e07-983d-3672e8806d9f · outbound

This paper cites Autodir: Automatic all-in-one image restoration with latent diffusion.

Adaptive Blind All-in-One Image Restoration Autodir: Automatic all-in-one image restoration with latent diffusion

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.518304Z

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Observation 7a5fcb49-ede0-4895-96ba-73f8d25c7f96 · outbound

This paper cites Single-image super- resolution using sparse regression and natural image prior.

Adaptive Blind All-in-One Image Restoration Single-image super- resolution using sparse regression and natural image prior

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.508227Z

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Observation 24d7d60f-dc6b-4995-8ac9-d55454317b6f · outbound

This paper cites De- blurring and denoising of images by nonlocal functionals.

Adaptive Blind All-in-One Image Restoration De- blurring and denoising of images by nonlocal functionals

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.498255Z

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Observation 2c6820d7-8b10-4e0e-a761-f3500dfe45a6 · outbound

This paper cites Adam: A method for stochastic optimization.

Adaptive Blind All-in-One Image Restoration Adam: A method for stochastic optimization

Reference 28

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Observation cb8d0308-d938-4579-bb82-9e416d68b0b4 · outbound

This paper cites VeRA: Vector-based random matrix adaptation.

Adaptive Blind All-in-One Image Restoration VeRA: Vector-based random matrix adaptation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.482676Z

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Observation 48532e32-81c5-4f8f-a646-bf2c6ecf5433 · outbound

This paper cites Benchmarking single- image dehazing and beyond.

Adaptive Blind All-in-One Image Restoration Benchmarking single- image dehazing and beyond

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T11:17:47.758543Z

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Observation 7f1a5885-4bb1-433e-8f86-a9c1315cd050 · outbound

This paper cites All-in-one image restoration for unknown cor- ruption.

Adaptive Blind All-in-One Image Restoration All-in-one image restoration for unknown cor- ruption

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.467415Z

Source-reported events for the cited work

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Observation b9d27c09-b675-46da-b84f-4a1353281386 · outbound

This paper cites Promptcir: blind compressed image restoration with prompt learning.

Adaptive Blind All-in-One Image Restoration Promptcir: blind compressed image restoration with prompt learning

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.458041Z

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Observation 942c3c6e-e3b9-4156-8237-30dba56acd2c · outbound

This paper cites Tan, and Loong-Fah Cheong.

Adaptive Blind All-in-One Image Restoration Tan, and Loong-Fah Cheong

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.448117Z

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Observation a834b0c5-bcdd-48d2-9999-962b2d1bfe12 · outbound

This paper cites Diff- bir: Toward blind image restoration with generative diffusion prior.

Adaptive Blind All-in-One Image Restoration Diff- bir: Toward blind image restoration with generative diffusion prior

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.439829Z

Source-reported events for the cited work

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Observation 5ac42800-b107-4b35-816c-d4b7a63896af · outbound

This paper cites Decoupled weight decay regularization.

Adaptive Blind All-in-One Image Restoration Decoupled weight decay regularization

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.430279Z

Source-reported events for the cited work

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Observation 21b411e0-8d19-45da-9bdc-a546b2eaa056 · outbound

This paper cites Controlling Vision-Language Models for Multi-Task Image Restoration.

Adaptive Blind All-in-One Image Restoration Controlling Vision-Language Models for Multi-Task Image Restoration

Reference 37

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Observation f3cee5e4-e9fe-4a4f-b2c8-792b752ec17d · outbound

This paper cites Controlling vision-language models for universal image restoration.

Adaptive Blind All-in-One Image Restoration Controlling vision-language models for universal image restoration

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.421630Z

Source-reported events for the cited work

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Observation 6f006161-2042-4a4f-adcf-eeacc41a7ade · outbound

This paper cites ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration.

Adaptive Blind All-in-One Image Restoration ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T11:17:47.786318Z

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Observation da9fa67b-dc51-4c62-9f52-f5fcf499a8b3 · outbound

This paper cites Waterloo ex- ploration database: New challenges for image quality assess- ment models.

Adaptive Blind All-in-One Image Restoration Waterloo ex- ploration database: New challenges for image quality assess- ment models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.412057Z

Source-reported events for the cited work

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Observation 2e5fd959-4d03-44de-91b3-44f7453c610e · outbound

This paper cites A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics.

Adaptive Blind All-in-One Image Restoration A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.402748Z

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Observation 947a8c3f-c81f-4f3b-be00-2f1733337527 · outbound

This paper cites Nonparametric blind super-resolution.

Adaptive Blind All-in-One Image Restoration Nonparametric blind super-resolution

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.393212Z

Source-reported events for the cited work

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Observation ba9cb9aa-9a09-47fa-bcb3-58b545f97b70 · outbound

This paper cites Deep multi-scale convolutional neural network for dynamic scene deblurring.

Adaptive Blind All-in-One Image Restoration Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.384317Z

Source-reported events for the cited work

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Observation ee96fc07-3bee-42fc-a89b-8c7a8d789638 · outbound

This paper cites Ntire 2019 challenge on video deblurring and super- resolution: Dataset and study.

Adaptive Blind All-in-One Image Restoration Ntire 2019 challenge on video deblurring and super- resolution: Dataset and study

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.374676Z

Source-reported events for the cited work

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Observation 160cbac4-0339-48cc-9076-ff7e756b3eac · outbound

This paper cites Ef- fective image restoration for semantic segmentation.

Adaptive Blind All-in-One Image Restoration Ef- fective image restoration for semantic segmentation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.365287Z

Source-reported events for the cited work

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Observation d0991f26-2764-404a-b63c-300982d64906 · outbound

This paper cites Adaptive total variation image deblurring: a majorization–minimization approach.

Adaptive Blind All-in-One Image Restoration Adaptive total variation image deblurring: a majorization–minimization approach

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.355111Z

Source-reported events for the cited work

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Observation 89d58e09-2296-408f-b01f-d1849bc176e4 · outbound

This paper cites Restoring vision in adverse weather conditions with patch-based denoising dif- fusion models.

Adaptive Blind All-in-One Image Restoration Restoring vision in adverse weather conditions with patch-based denoising dif- fusion models

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.345480Z

Source-reported events for the cited work

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Observation a73fbe0f-351f-4220-a78d-267684cdec5c · outbound

This paper cites Contribution-based low-rank adaptation with pre-training model for real image restoration.

Adaptive Blind All-in-One Image Restoration Contribution-based low-rank adaptation with pre-training model for real image restoration

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.335636Z

Source-reported events for the cited work

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Observation 3ca73341-132d-4e29-b01b-49f86dcfe932 · outbound

This paper cites Promptir: Prompting for all-in- one image restoration.

Adaptive Blind All-in-One Image Restoration Promptir: Prompting for all-in- one image restoration

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.325677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0938a0c9-157d-4044-8572-c61b50b6611a · outbound

This paper cites Restore anything with masks: Leveraging mask image modeling for blind all-in- one image restoration.

Adaptive Blind All-in-One Image Restoration Restore anything with masks: Leveraging mask image modeling for blind all-in- one image restoration

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.315525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5231ecc2-b1b8-409a-88dc-1968b42e264c · outbound

This paper cites Multiscale structure guided diffusion for image deblurring.

Adaptive Blind All-in-One Image Restoration Multiscale structure guided diffusion for image deblurring

Reference 51

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Source-reported events for the cited work

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Observation f3b81b02-a4a0-4a4c-ace1-92216906a0d9 · outbound

This paper cites Moe-diffir: Task-customized diffusion priors for universal compressed image restoration.

Adaptive Blind All-in-One Image Restoration Moe-diffir: Task-customized diffusion priors for universal compressed image restoration

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.300929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4bb1a1d4-f7cc-41a4-b614-312fecc098ce · outbound

This paper cites A statistical evaluation of recent full reference image quality assessment algorithms.

Adaptive Blind All-in-One Image Restoration A statistical evaluation of recent full reference image quality assessment algorithms

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.291677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c8be3d6d-a122-4cb4-9a84-84a6694ccbfb · outbound

This paper cites Human-aware mo- tion deblurring.

Adaptive Blind All-in-One Image Restoration Human-aware mo- tion deblurring

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.282060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2cd19a79-682e-421a-920d-b2b229ae8529 · outbound

This paper cites Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network.

Adaptive Blind All-in-One Image Restoration Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.271839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e8db59be-0938-4db8-ac96-143333e6c99b · outbound

This paper cites Rethinking image restoration for object detection.

Adaptive Blind All-in-One Image Restoration Rethinking image restoration for object detection

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.262417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8833df45-1cdc-470c-a6e4-3fe41cb3d55c · outbound

This paper cites Nima: Neural image assessment.

Adaptive Blind All-in-One Image Restoration Nima: Neural image assessment

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.251640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 308cf965-aecc-43fe-afbb-0adb5fd30de3 · outbound

This paper cites Residual- conditioned optimal transport: towards structure-preserving unpaired and paired image restoration.

Adaptive Blind All-in-One Image Restoration Residual- conditioned optimal transport: towards structure-preserving unpaired and paired image restoration

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.242905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2dad2459-09c0-4afe-aa7c-0dbcd31d755f · outbound

This paper cites Anchored neighborhood regression for fast example-based super-resolution.

Adaptive Blind All-in-One Image Restoration Anchored neighborhood regression for fast example-based super-resolution

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.233642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 55950728-6c43-4082-8980-27cdbea5f8cf · outbound

This paper cites Transweather: Transformer-based restoration of im- ages degraded by adverse weather conditions.

Adaptive Blind All-in-One Image Restoration Transweather: Transformer-based restoration of im- ages degraded by adverse weather conditions

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-12T11:17:47.858031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27caec8b-53f3-4626-ab65-e5f914fcaa75 · outbound

This paper cites Selfpromer: Self-prompt dehaz- ing transformers with depth-consistency.

Adaptive Blind All-in-One Image Restoration Selfpromer: Self-prompt dehaz- ing transformers with depth-consistency

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.218963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2b4fecbd-3d92-406a-bc80-28aef2942823 · outbound

This paper cites Images speak in images: A generalist painter for in-context visual learning.

Adaptive Blind All-in-One Image Restoration Images speak in images: A generalist painter for in-context visual learning

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.209854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47ab010c-d258-4b97-ba36-e8d935eeb9d8 · outbound

This paper cites Uformer: A gen- eral u-shaped transformer for image restoration.

Adaptive Blind All-in-One Image Restoration Uformer: A gen- eral u-shaped transformer for image restoration

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-12T11:17:47.868703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 289da1bb-381b-49bf-b5b5-60c1f9977038 · outbound

This paper cites Deep retinex decomposition for low-light enhancement.

Adaptive Blind All-in-One Image Restoration Deep retinex decomposition for low-light enhancement

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.194615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a532cc2-4725-4502-aba6-f5e77adba3bd · outbound

This paper cites Google landmarks dataset v2-a large-scale benchmark for instance-level recognition and retrieval.

Adaptive Blind All-in-One Image Restoration Google landmarks dataset v2-a large-scale benchmark for instance-level recognition and retrieval

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.185095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9cc1c28-f074-4c3c-9af6-d63e016198d9 · outbound

This paper cites Har- mony in diversity: Improving all-in-one image restoration via multi-task collaboration.

Adaptive Blind All-in-One Image Restoration Har- mony in diversity: Improving all-in-one image restoration via multi-task collaboration

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.175732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a1d5182f-2dc2-41cf-bd2d-bc1e0c1a8ae2 · outbound

This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.

Adaptive Blind All-in-One Image Restoration Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T11:17:47.882356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6659ed6f-f286-4ef7-a883-6ea23aadbf1b · outbound

This paper cites Depth any- thing v2.

Adaptive Blind All-in-One Image Restoration Depth any- thing v2

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.165041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8debe833-15f3-4193-a758-0eac13129f1e · outbound

This paper cites Deep joint rain detection and removal from a single image.

Adaptive Blind All-in-One Image Restoration Deep joint rain detection and removal from a single image

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.153498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 17b7775c-4289-4ac9-8ca4-3307c965ed24 · outbound

This paper cites From fidelity to perceptual quality: A semi- supervised approach for low-light image enhancement.

Adaptive Blind All-in-One Image Restoration From fidelity to perceptual quality: A semi- supervised approach for low-light image enhancement

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.142761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5fe09569-87e3-4d92-85c3-38c9f47fb555 · outbound

This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.

Adaptive Blind All-in-One Image Restoration Sparse gradient regularized deep retinex network for robust low-light image enhancement

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.131339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a1cf1d73-1856-4804-ae3b-47365a982a06 · outbound

This paper cites Self-augmented unpaired image dehazing via density and depth decomposition.

Adaptive Blind All-in-One Image Restoration Self-augmented unpaired image dehazing via density and depth decomposition

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.119803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d987df5-629c-4367-a1b4-a83cb92ae5f0 · outbound

This paper cites Effi- cient diffusion model for image restoration by residual shift- ing.

Adaptive Blind All-in-One Image Restoration Effi- cient diffusion model for image restoration by residual shift- ing

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.109295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 201be449-6e80-439e-924e-84af7094fad5 · outbound

This paper cites Cutmix: Regu- larization strategy to train strong classifiers with localizable features.

Adaptive Blind All-in-One Image Restoration Cutmix: Regu- larization strategy to train strong classifiers with localizable features

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.099596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 565e6139-e9a5-4cdb-925a-08efcc592828 · outbound

This paper cites Multi-stage progressive image restoration.

Adaptive Blind All-in-One Image Restoration Multi-stage progressive image restoration

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-12T11:17:47.910712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ba6f19-e798-4f54-8019-915528e295f8 · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

Adaptive Blind All-in-One Image Restoration Restormer: Efficient transformer for high-resolution image restoration

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.084837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ccbc2155-4a1f-4f1e-a152-735dea1bf954 · outbound

This paper cites All-in-one image compression and restoration.

Adaptive Blind All-in-One Image Restoration All-in-one image compression and restoration

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.074936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c71e5824-f8f0-430f-a34c-c9e483f271b6 · outbound

This paper cites Ingredient-oriented multi- degradation learning for image restoration.

Adaptive Blind All-in-One Image Restoration Ingredient-oriented multi- degradation learning for image restoration

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.066190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ca92afc-4d38-4731-b647-d8aa88e4ac0a · outbound

This paper cites Deep dense multi-scale network for snow re- moval using semantic and depth priors.

Adaptive Blind All-in-One Image Restoration Deep dense multi-scale network for snow re- moval using semantic and depth priors

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.056967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7af9d16b-8f8d-438e-b981-b799445a826e · outbound

This paper cites Avernet: All-in-one video restoration for time-varying unknown degradations.

Adaptive Blind All-in-One Image Restoration Avernet: All-in-one video restoration for time-varying unknown degradations

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.047388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 265c7cb4-6c85-4044-aaa1-1c1a1c4038fc · outbound

This paper cites Selective hourglass mapping for universal image restoration based on diffusion model.

Adaptive Blind All-in-One Image Restoration Selective hourglass mapping for universal image restoration based on diffusion model

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.037036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 19073823-c556-4119-ba73-3f9af7f2a8ec · outbound

This paper cites Convolution meets loRA: Parameter efficient finetuning for segment anything model.

Adaptive Blind All-in-One Image Restoration Convolution meets loRA: Parameter efficient finetuning for segment anything model

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.026098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation be7aafd6-1187-479b-8e61-50c9000e32bb · outbound

This paper cites Pyramid diffusion models for low-light image enhancement.

Adaptive Blind All-in-One Image Restoration Pyramid diffusion models for low-light image enhancement

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.016948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5a5e308b-ef37-46ba-ae9a-9d8456b19af2 · outbound

This paper cites Mwformer: Multi-weather image restoration us- ing degradation-aware transformers.

Adaptive Blind All-in-One Image Restoration Mwformer: Multi-weather image restoration us- ing degradation-aware transformers

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:48.007719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6421c893-1fde-4e14-a219-98c7d11fd03e · outbound

This paper cites Learn- ing weather-general and weather-specific features for image restoration under multiple adverse weather conditions.

Adaptive Blind All-in-One Image Restoration Learn- ing weather-general and weather-specific features for image restoration under multiple adverse weather conditions

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:17:47.997695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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