Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:20:21.466850Z
Paper Citation Record · LEDGER
UniRes: Universal Image Restoration for Complex Degradations
As of 9 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 1 inbound Pith citation observation for arXiv:2506.05599.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T14:31:00.043691Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
86 of 86 outbound references displayed
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- unresolved24
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2ac52e6a-7131-4621-9f03-326e2a15be11 · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 1
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e4c34b9-974d-4628-8d72-28108bb85e4c · outbound
This paper cites Defocus deblur- ring using dual-pixel data.
UniRes: Universal Image Restoration for Complex Degradations Defocus deblur- ring using dual-pixel data
Reference 2
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6df89a4-d4c1-4acf-93c2-3ead479387dd · outbound
This paper cites Ntire 2017 challenge on single image super-resolution: Dataset and study.
UniRes: Universal Image Restoration for Complex Degradations Ntire 2017 challenge on single image super-resolution: Dataset and study
Reference 3
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34b21999-0d18-43c1-9e4d-21072aa21f68 · outbound
This paper cites Diffusion soup: Model merging for text-to-image diffusion models, 2024.
UniRes: Universal Image Restoration for Complex Degradations Diffusion soup: Model merging for text-to-image diffusion models, 2024
Reference 4
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5671855-362e-47c2-94ba-bcbf61838ee9 · outbound
This paper cites JAX: composable transformations of Python+NumPy programs, 2018.
UniRes: Universal Image Restoration for Complex Degradations JAX: composable transformations of Python+NumPy programs, 2018
Reference 5
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9311d1fb-716d-41ed-bbe8-7f1d53fd30ae · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 6
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6152b47-a5cc-4ea5-b6a8-73dcf074ba80 · outbound
This paper cites Toward real-world single image super-resolution: A new benchmark and a new model.
UniRes: Universal Image Restoration for Complex Degradations Toward real-world single image super-resolution: A new benchmark and a new model
Reference 7
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 376c3f66-36ca-4e2d-b52b-13099450c13e · outbound
This paper cites Freeman, Michael Rubinstein, Yuanzhen Li, and Dilip Krishnan.
UniRes: Universal Image Restoration for Complex Degradations Freeman, Michael Rubinstein, Yuanzhen Li, and Dilip Krishnan
Reference 8
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6b0c4b25-b869-47f3-911b-24e1f9fc9cb7 · outbound
This paper cites Pre-trained image processing transformer.
UniRes: Universal Image Restoration for Complex Degradations Pre-trained image processing transformer
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.805847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f113d50-3c79-41f1-8959-4a9b9d8f02ef · outbound
This paper cites Restoreagent: Autonomous image restoration agent via multimodal large language models, 2024.
UniRes: Universal Image Restoration for Complex Degradations Restoreagent: Autonomous image restoration agent via multimodal large language models, 2024
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.788277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 318e7b42-f6c5-4240-9095-6d336cfb1421 · outbound
This paper cites Simple Baselines for Image Restoration.
UniRes: Universal Image Restoration for Complex Degradations Simple Baselines for Image Restoration
Reference 11
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eab8ca41-3258-45e3-b1f8-bdce3587dc4c · outbound
This paper cites Pali: A jointly-scaled multilingual language-image model, 2023.
UniRes: Universal Image Restoration for Complex Degradations Pali: A jointly-scaled multilingual language-image model, 2023
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.771104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 17ed3d21-b3af-4a56-8bc1-feacf5409315 · outbound
This paper cites Inversion by direct iteration: An alternative to denoising diffusion for image restoration.Transactions on Machine Learning Research,.
UniRes: Universal Image Restoration for Complex Degradations Inversion by direct iteration: An alternative to denoising diffusion for image restoration.Transactions on Machine Learning Research,
Reference 13
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 659d16b9-55ba-42d0-b0b8-649a014b4e81 · outbound
This paper cites Burst deblurring: Removing camera shake through fourier burst accumulation.
UniRes: Universal Image Restoration for Complex Degradations Burst deblurring: Removing camera shake through fourier burst accumulation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.725055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ac96609c-bf52-44ec-ae89-7ef40342ee11 · outbound
This paper cites Perceptual quality assessment of smartphone photog- raphy.
UniRes: Universal Image Restoration for Complex Degradations Perceptual quality assessment of smartphone photog- raphy
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.707335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e271058d-316d-47dd-a312-f33024dbe9a4 · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 16
- Resolution
- unresolved
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f185338d-3b63-45dc-8727-d9669b6672a6 · outbound
This paper cites Model- agnostic meta-learning for fast adaptation of deep networks,.
UniRes: Universal Image Restoration for Complex Degradations Model- agnostic meta-learning for fast adaptation of deep networks,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.671401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 91e76ab7-c557-4c95-ae1b-c4d0a5ecfc5a · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 18
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7117e721-93c2-47c7-a90b-4f6d29ba0dcf · outbound
This paper cites Referring flexible image restoration, 2024.
UniRes: Universal Image Restoration for Complex Degradations Referring flexible image restoration, 2024
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.642701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 66f51fa8-2d78-49db-af3e-d54f8c4bd8a3 · outbound
This paper cites Classifier-free diffusion guidance, 2022.
UniRes: Universal Image Restoration for Complex Degradations Classifier-free diffusion guidance, 2022
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.625536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b348f609-8d3d-4ae7-a36d-878bb6fa0886 · outbound
This paper cites Denoising diffu- sion probabilistic models, 2020.
UniRes: Universal Image Restoration for Complex Degradations Denoising diffu- sion probabilistic models, 2020
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.606590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 45341e8e-f388-4fcb-a8af-f3caef206414 · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:20:22.588508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8e8af34-5f43-4821-8b25-0ef7fb16bc0a · outbound
This paper cites Semi-cycled generative adversarial networks for real-world face super-resolution.IEEE Transac- tions on Image Processing, 32:1184–1199, 2023.
UniRes: Universal Image Restoration for Complex Degradations Semi-cycled generative adversarial networks for real-world face super-resolution.IEEE Transac- tions on Image Processing, 32:1184–1199, 2023
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.571658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e041c483-e3a1-491b-a62b-12f55723ceee · outbound
This paper cites Meta-sr: A magnification-arbitrary network for super-resolution, 2019.
UniRes: Universal Image Restoration for Complex Degradations Meta-sr: A magnification-arbitrary network for super-resolution, 2019
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.552442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation edc527ca-6d47-4a2d-be45-44df105392c7 · outbound
This paper cites Autodir: Automatic all-in-one image restoration with latent diffusion, 2024.
UniRes: Universal Image Restoration for Complex Degradations Autodir: Automatic all-in-one image restoration with latent diffusion, 2024
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.535346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f56678d2-5e2c-4b08-873a-75a80a3efa76 · outbound
This paper cites A style-based generator architecture for generative adversarial networks,.
UniRes: Universal Image Restoration for Complex Degradations A style-based generator architecture for generative adversarial networks,
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.160733Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f705100-9428-4ca0-927b-4a6fb838de9d · outbound
This paper cites Musiq: Multi-scale image quality transformer,.
UniRes: Universal Image Restoration for Complex Degradations Musiq: Multi-scale image quality transformer,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.508189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5dc24e24-d7d1-4824-ac9f-dfd62a7f0980 · outbound
This paper cites Vila: Learning image aesthetics from user comments with vision-language pretraining, 2023.
UniRes: Universal Image Restoration for Complex Degradations Vila: Learning image aesthetics from user comments with vision-language pretraining, 2023
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.491326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 966f0ac2-6db9-4888-a85c-440350761853 · outbound
This paper cites Auto-encoding varia- tional bayes, 2022.
UniRes: Universal Image Restoration for Complex Degradations Auto-encoding varia- tional bayes, 2022
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.474147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 78eef608-65bb-4dd1-8af5-018fa694964b · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:20:22.455805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ac68ca04-7728-4567-9af0-c918f82e2b67 · outbound
This paper cites All-In-One Image Restoration for Unknown Corruption.
UniRes: Universal Image Restoration for Complex Degradations All-In-One Image Restoration for Unknown Corruption
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.437359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a4c9e911-6b8b-43ea-84c7-6912c8af8a85 · outbound
This paper cites Lsdir: A large scale dataset for image restoration.
UniRes: Universal Image Restoration for Complex Degradations Lsdir: A large scale dataset for image restoration
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.420563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d9d50a62-c540-48f4-8166-d52e88c926a7 · outbound
This paper cites Swinir: Image restoration using swin transformer, 2021.
UniRes: Universal Image Restoration for Complex Degradations Swinir: Image restoration using swin transformer, 2021
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.403157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 08730b3d-03a5-461c-99c2-6d7ffeb87b6d · outbound
This paper cites A comprehensive survey on test-time adaptation under distribution shifts, 2023.
UniRes: Universal Image Restoration for Complex Degradations A comprehensive survey on test-time adaptation under distribution shifts, 2023
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.385098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0099e46d-e75b-4786-a89a-2e31f8482806 · outbound
This paper cites Rich hu- man feedback for text-to-image generation, 2024.
UniRes: Universal Image Restoration for Complex Degradations Rich hu- man feedback for text-to-image generation, 2024
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.368238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f60a6916-ff70-4eba-bc79-5c4d09be5391 · outbound
This paper cites Enhanced deep residual networks for single image super-resolution.
UniRes: Universal Image Restoration for Complex Degradations Enhanced deep residual networks for single image super-resolution
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.213188Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e64f43fd-4c72-410f-afa2-0a3796216f7e · outbound
This paper cites Diffbir: Towards blind image restoration with generative diffusion prior, 2024.
UniRes: Universal Image Restoration for Complex Degradations Diffbir: Towards blind image restoration with generative diffusion prior, 2024
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.339527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e95ba64e-d0ae-4475-a239-89841fadafca · outbound
This paper cites Visual instruction tuning, 2023.
UniRes: Universal Image Restoration for Complex Degradations Visual instruction tuning, 2023
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.224156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7eca229e-d494-458b-9a19-66b4f3f3b2b7 · outbound
This paper cites Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models.
UniRes: Universal Image Restoration for Complex Degradations Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.229354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a6d8233-ded8-4d7a-86fb-f302a2b0f548 · outbound
This paper cites Gustafsson, Zheng Zhao, Jens Sj¨olund, and Thomas B.
UniRes: Universal Image Restoration for Complex Degradations Gustafsson, Zheng Zhao, Jens Sj¨olund, and Thomas B
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.311744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 83760fea-6777-40f8-92d4-539fa4e2221a · outbound
This paper cites Patel, and Peyman Milan- far.
UniRes: Universal Image Restoration for Complex Degradations Patel, and Peyman Milan- far
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.295616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 91efe429-6e29-49fc-9a53-7c963f24dfee · outbound
This paper cites Deep multi-scale convolutional neural network for dynamic scene deblurring.
UniRes: Universal Image Restoration for Complex Degradations Deep multi-scale convolutional neural network for dynamic scene deblurring
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.278381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 22af453b-1212-498e-bea9-d12751921bdd · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:20:22.260874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2b16ca5f-610f-416b-8c74-d04d4b50b0e0 · outbound
This paper cites Pedregosa, G.
UniRes: Universal Image Restoration for Complex Degradations Pedregosa, G
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.245079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 93eda7d4-1841-4604-8032-ccd28f08afba · outbound
This paper cites Scalable diffusion models with transformers, 2023.
UniRes: Universal Image Restoration for Complex Degradations Scalable diffusion models with transformers, 2023
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.228373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fd8910c2-4ff6-4912-b554-718948d157aa · outbound
This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023.
UniRes: Universal Image Restoration for Complex Degradations Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.209219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f4784976-f055-4424-9d53-482940328e11 · outbound
This paper cites Promptir: Prompting for all-in-one image restoration.
UniRes: Universal Image Restoration for Complex Degradations Promptir: Prompting for all-in-one image restoration
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.191470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b48d0906-10b9-4a36-af8b-3790717e1936 · outbound
This paper cites Spire: Semantic prompt-driven image restoration, 2024.
UniRes: Universal Image Restoration for Complex Degradations Spire: Semantic prompt-driven image restoration, 2024
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.171096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 045c11c0-8970-4379-9e33-8d021356dc82 · outbound
This paper cites Xpsr: Cross-modal priors for diffusion-based image super-resolution, 2024.
UniRes: Universal Image Restoration for Complex Degradations Xpsr: Cross-modal priors for diffusion-based image super-resolution, 2024
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.153062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 404a861c-9dae-4268-8c1c-1ca24c48953f · outbound
This paper cites Multiscale structure guided diffusion for image deblurring, 2023.
UniRes: Universal Image Restoration for Complex Degradations Multiscale structure guided diffusion for image deblurring, 2023
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.134867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 09f1982f-54b5-4a34-9153-2d51e44ee41d · outbound
This paper cites Realistic blur synthesis for learning image deblurring.
UniRes: Universal Image Restoration for Complex Degradations Realistic blur synthesis for learning image deblurring
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.116896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b9f95c72-c7fd-4eee-b941-bc02bd049712 · outbound
This paper cites High-resolution image synthesis with latent diffusion models, 2022.
UniRes: Universal Image Restoration for Complex Degradations High-resolution image synthesis with latent diffusion models, 2022
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.098046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 12c9c0a6-c337-4bfd-9782-d9a21cfc916b · outbound
This paper cites U-net: Convolutional networks for biomedical image segmentation,.
UniRes: Universal Image Restoration for Complex Degradations U-net: Convolutional networks for biomedical image segmentation,
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.300543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c3c5beb-8a85-4a0a-a3eb-08822f0a01a7 · outbound
This paper cites Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi.
UniRes: Universal Image Restoration for Complex Degradations Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.069153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation abb2a0f7-b059-408b-998d-6b34e03e92d4 · outbound
This paper cites Image super- resolution via iterative refinement.IEEE transactions on pattern analysis and machine intelligence, 45(4):4713–4726,.
UniRes: Universal Image Restoration for Complex Degradations Image super- resolution via iterative refinement.IEEE transactions on pattern analysis and machine intelligence, 45(4):4713–4726,
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.310427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff812373-1d47-421a-b59a-fcecf171144b · outbound
This paper cites Progressive distillation for fast sampling of diffusion models, 2022.
UniRes: Universal Image Restoration for Complex Degradations Progressive distillation for fast sampling of diffusion models, 2022
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.039258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bfcfd931-f39a-43eb-8ba9-a7d2437554b5 · outbound
This paper cites Adversarial diffusion distillation, 2023.
UniRes: Universal Image Restoration for Complex Degradations Adversarial diffusion distillation, 2023
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.022660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fc259c5b-9a53-4196-993a-787b01682264 · outbound
This paper cites Outra- geously large neural networks: The sparsely-gated mixture- of-experts layer, 2017.
UniRes: Universal Image Restoration for Complex Degradations Outra- geously large neural networks: The sparsely-gated mixture- of-experts layer, 2017
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:22.005394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d2f7ade1-62b2-452c-849a-627d15a5bfa1 · outbound
This paper cites Denoising diffusion implicit models, 2022.
UniRes: Universal Image Restoration for Complex Degradations Denoising diffusion implicit models, 2022
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.987728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 39373a12-0d6d-44e7-a4f8-44cd8bbfe08a · outbound
This paper cites Deep video deblurring for hand-held cameras.
UniRes: Universal Image Restoration for Complex Degradations Deep video deblurring for hand-held cameras
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.971081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4340fc96-2f9d-41ee-b38d-30c8bb40cfd2 · outbound
This paper cites Nima: Neural image assessment.IEEE Transactions on Image Processing, 27(8): 3998–4011, 2018.
UniRes: Universal Image Restoration for Complex Degradations Nima: Neural image assessment.IEEE Transactions on Image Processing, 27(8): 3998–4011, 2018
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.953820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d956ed17-7734-44dd-b5a6-1e873202a452 · outbound
This paper cites Maxim: Multi- axis mlp for image processing.CVPR, 2022.
UniRes: Universal Image Restoration for Complex Degradations Maxim: Multi- axis mlp for image processing.CVPR, 2022
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.936372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f9cbc489-9531-40d2-86fc-c41f4b166705 · outbound
This paper cites Ex- ploring clip for assessing the look and feel of images.
UniRes: Universal Image Restoration for Complex Degradations Ex- ploring clip for assessing the look and feel of images
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.912905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f392b041-ceb9-4624-a769-11ff223b9a48 · outbound
This paper cites Chan, and Chen Change Loy.
UniRes: Universal Image Restoration for Complex Degradations Chan, and Chen Change Loy
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.896077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 78d2f467-7f33-414a-a5e0-18f78827afb7 · outbound
This paper cites Esrgan: Enhanced super-resolution generative adversarial networks, 2018.
UniRes: Universal Image Restoration for Complex Degradations Esrgan: Enhanced super-resolution generative adversarial networks, 2018
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.878506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 51e87ebe-b49f-4caf-b868-5cd74088f92c · outbound
This paper cites Real-esrgan: Training real-world blind super-resolution with pure synthetic data.
UniRes: Universal Image Restoration for Complex Degradations Real-esrgan: Training real-world blind super-resolution with pure synthetic data
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.861988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa9b970e-83f4-4011-918d-f060739c2686 · outbound
This paper cites Component divide-and- conquer for real-world image super-resolution, 2020.
UniRes: Universal Image Restoration for Complex Degradations Component divide-and- conquer for real-world image super-resolution, 2020
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.845097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 256d2711-8b56-4930-b954-1a91b031bf8e · outbound
This paper cites Towards real-world burst image super-resolution: Benchmark and method, 2023.
UniRes: Universal Image Restoration for Complex Degradations Towards real-world burst image super-resolution: Benchmark and method, 2023
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.827936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5963f06c-6979-4989-ae54-f9ac9bc75cab · outbound
This paper cites De- blurring via stochastic refinement.
UniRes: Universal Image Restoration for Complex Degradations De- blurring via stochastic refinement
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.811565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f2246de8-db0b-4ccf-94dd-14efa4b890c5 · outbound
This paper cites Seesr: Towards semantics-aware real-world image super-resolution, 2024.
UniRes: Universal Image Restoration for Complex Degradations Seesr: Towards semantics-aware real-world image super-resolution, 2024
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.795603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 36e7d9ce-18bc-40ee-9290-a424855e476b · outbound
This paper cites Hq-50k: A large-scale, high-quality dataset for image restoration, 2023.
UniRes: Universal Image Restoration for Complex Degradations Hq-50k: A large-scale, high-quality dataset for image restoration, 2023
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.778898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 62a40032-07cd-4bc0-a7ee-acb6e173c8f8 · outbound
This paper cites Maniqa: Multi-dimension attention network for no-reference image quality assessment.
UniRes: Universal Image Restoration for Complex Degradations Maniqa: Multi-dimension attention network for no-reference image quality assessment
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.761622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 90e8b5a8-d2ee-4c19-ae38-28a86a494cd8 · outbound
This paper cites Pixel-aware stable diffusion for realistic image super-resolution and personalized stylization.
UniRes: Universal Image Restoration for Complex Degradations Pixel-aware stable diffusion for realistic image super-resolution and personalized stylization
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.743776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fd1c6d4c-8296-4744-8fee-866624a77e9c · outbound
This paper cites Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild, 2024.
UniRes: Universal Image Restoration for Complex Degradations Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild, 2024
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.725763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f542d8ba-b17a-42a5-8e3b-4909d43b019b · outbound
This paper cites Promptfix: You prompt and we fix the photo,.
UniRes: Universal Image Restoration for Complex Degradations Promptfix: You prompt and we fix the photo,
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.709192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ef5c2e16-f167-4a58-8897-76903903f0fd · outbound
This paper cites Restormer: Efficient transformer for high-resolution image restoration, 2022.
UniRes: Universal Image Restoration for Complex Degradations Restormer: Efficient transformer for high-resolution image restoration, 2022
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.692720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e99362f9-6c03-44e7-9d12-f0bb74ae013b · outbound
This paper cites The emergence of reproducibility and generalizability in diffusion models, 2024.
UniRes: Universal Image Restoration for Complex Degradations The emergence of reproducibility and generalizability in diffusion models, 2024
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.675885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 36a17292-5d8b-424c-b65f-f67ac73ed2a5 · outbound
This paper cites Deblurring by realistic blurring, 2020.
UniRes: Universal Image Restoration for Complex Degradations Deblurring by realistic blurring, 2020
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.658702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1a441b1d-121d-4cb2-9934-70b923b446c5 · outbound
This paper cites Adding conditional control to text-to-image diffusion models, 2023.
UniRes: Universal Image Restoration for Complex Degradations Adding conditional control to text-to-image diffusion models, 2023
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.434091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48f307c6-c9af-42a2-a82e-dfb9d8bd73cb · outbound
This paper cites Patel, and Gang Hua.
UniRes: Universal Image Restoration for Complex Degradations Patel, and Gang Hua
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.629658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2ac5897e-db22-428c-8144-0426eed2f0a0 · outbound
This paper cites "" 11Find all valid possible combination weights. 12.
UniRes: Universal Image Restoration for Complex Degradations "" 11Find all valid possible combination weights. 12
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:20:21.611637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7583e934-3a4a-4e37-a8dc-0857651be57b · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:20:21.594619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d6f99e71-d717-4dc0-bcae-124c42cd2c0e · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:20:21.577664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2ea7dc16-896c-441c-9d03-acebc6afb6e4 · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:20:21.560946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c03ffed2-ea77-497c-9682-cb47cb744d42 · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:20:21.543976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 917e3782-c352-493e-b48d-58443dfd9fa7 · outbound
This paper cites an unresolved cited work.
UniRes: Universal Image Restoration for Complex Degradations Unresolved cited work
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:20:21.093187Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 24cf3a05-6fe5-4e93-8a2a-1f7fedab0a5e · inbound
Degradation-Aware Metric Prompting for Hyperspectral Image Restoration cites this paper.
Degradation-Aware Metric Prompting for Hyperspectral Image Restoration UniRes: Universal Image Restoration for Complex Degradations
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:31:00.043691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.