Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-15T11:41:34.003655Z
Paper Citation Record · LEDGER
As of 23 July 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2604.03059.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-15T11:41:34.003655Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-23T06:31:01.910684+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c5bc13c5-e620-4cdc-9eb1-51b4f18e8aaf · outbound
The Darkside-20k Data Acquisition System High-resolution image syn- thesis with latent diffusion models
Reference 1
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Observation e582175c-ce95-4aa3-bb74-87aa3a9880c8 · outbound
The Darkside-20k Data Acquisition System Photorealistic text-to-image diffusion models with deep language understanding.NeurIPS, 35:36479–36494, 2022
Reference 2
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Observation 1fe2affc-cc4f-424e-ad4f-f386feb2cd5e · outbound
The Darkside-20k Data Acquisition System In- structpix2pix: Learning to follow image editing instructions
Reference 3
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Observation e1a67344-b0e5-4bfb-80a2-7e4a63034f6b · outbound
The Darkside-20k Data Acquisition System Grok imagine image.https : / / docs
Reference 4
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Observation b3a9fe9a-0047-46f2-90f0-d9b4a4a9f4e9 · outbound
The Darkside-20k Data Acquisition System Unresolved cited work
Reference 5
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Observation e7afabf1-80c4-4501-acad-57e55e35a6ee · outbound
The Darkside-20k Data Acquisition System HunyuanImage 3.0 Technical Report
Reference 6
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Observation 574de771-9345-4556-8e6c-91a4aafa3302 · outbound
The Darkside-20k Data Acquisition System Seedream 4.0: Toward Next-generation Multimodal Image Generation
Reference 7
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Observation 21ced8b5-bbb4-401e-a788-a65a9180c05e · outbound
The Darkside-20k Data Acquisition System Improving image generation with better captions.Computer Science, 2(3):8, 2023
Reference 8
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Observation 0cdfb8db-de5b-47d4-881a-e666418971cc · outbound
The Darkside-20k Data Acquisition System SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 9
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Observation d8a20069-8243-4bd9-9271-b6769cb11e78 · outbound
The Darkside-20k Data Acquisition System Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising.TIP, 26(7):3142–3155, 2017
Reference 10
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Unavailable: canonical work link unavailable.
Observation a1257ce9-db2b-4f76-b565-2d9c9f9daf52 · outbound
The Darkside-20k Data Acquisition System Deblurgan: Blind motion deblurring using conditional adversarial networks
Reference 11
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Observation ea8231c9-2cc7-43d9-b182-31ae49a383d4 · outbound
The Darkside-20k Data Acquisition System Image super-resolution using deep convolutional net- works.PAMI, 38(2):295–307, 2015
Reference 12
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Observation 31672191-470c-4014-9c18-7b034faa86c9 · outbound
The Darkside-20k Data Acquisition System Esrgan: En- hanced super-resolution generative adversarial networks
Reference 13
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Observation f36ec880-e306-411b-8e73-cc06507d37b6 · outbound
The Darkside-20k Data Acquisition System Compression artifacts reduction by a deep convolu- tional network
Reference 14
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Observation e0125ae2-6ec0-4deb-9b5d-7904c20ccc3b · outbound
The Darkside-20k Data Acquisition System Sinsr: diffusion-based image super- resolution in a single step
Reference 15
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Unavailable: canonical work link unavailable.
Observation 0ec5ffd7-fca3-4589-a6e9-1f718e19d076 · outbound
The Darkside-20k Data Acquisition System Generative dif- fusion prior for unified image restoration and enhancement
Reference 16
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Unavailable: canonical work link unavailable.
Observation d7a2a4a6-9839-4e38-a174-f325740b61e7 · outbound
The Darkside-20k Data Acquisition System Exploiting diffusion prior for real-world image super-resolution.IJCV, 132(12):5929– 5949, 2024
Reference 17
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Observation 657abf01-5ef2-46fa-9ff4-d830cbda6f8e · outbound
The Darkside-20k Data Acquisition System Unires: Universal im- age restoration for complex degradations
Reference 18
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Unavailable: canonical work link unavailable.
Observation 115b2234-3044-46c0-b475-0ca169d39f56 · outbound
The Darkside-20k Data Acquisition System Diffusion models in low-level vision: A survey.PAMI, 2025
Reference 19
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Observation fb331261-d95c-412b-b911-84edd534323d · outbound
The Darkside-20k Data Acquisition System A survey on all-in-one image restoration: Tax- onomy, evaluation and future trends.PAMI, 2025
Reference 20
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Unavailable: canonical work link unavailable.
Observation 11a24266-2079-406a-9179-d877aabd7bca · outbound
The Darkside-20k Data Acquisition System Generative modeling by esti- mating gradients of the data distribution.NeurIPS, 32, 2019
Reference 21
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Observation 947b2b1b-4b3b-4f87-9ead-d8fc813f166e · outbound
The Darkside-20k Data Acquisition System Denoising Diffusion Implicit Models
Reference 22
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Observation ed2fda6b-b9ad-4eb2-8d2f-a1d2d1eb699c · outbound
The Darkside-20k Data Acquisition System Gemini: A Family of Highly Capable Multimodal Models
Reference 23
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Unavailable: canonical work link unavailable.
Observation 90425a48-3256-4023-9316-f62be6b22c14 · outbound
The Darkside-20k Data Acquisition System FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space
Reference 24
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Observation 8b77b497-933e-4086-9e0d-f277a852add0 · outbound
The Darkside-20k Data Acquisition System Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
Reference 25
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Unavailable: canonical work link unavailable.
Observation b0b2118b-41da-401d-a67b-422bf589c244 · outbound
The Darkside-20k Data Acquisition System Qwen-Image Technical Report
Reference 26
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Observation 471955e4-da8e-4147-9b11-61f83ec5ff13 · outbound
The Darkside-20k Data Acquisition System The perception-distortion tradeoff
Reference 27
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Unavailable: canonical work link unavailable.
Observation 094de9d1-e613-44bf-97e4-460ddd26477d · outbound
The Darkside-20k Data Acquisition System How far have we gone in Generative Image Restoration? A study on its capability, limitations and evaluation practices
Reference 28
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Unavailable: canonical work link unavailable.
Observation 16f34d86-245a-4e8e-8b21-d254ddde4926 · outbound
The Darkside-20k Data Acquisition System Is nano banana pro a low-level vision all-rounder? a comprehensive evaluation on 14 tasks and 40 datasets.arXiv preprint arXiv:2512.15110,
Reference 29
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Observation 2483257b-886a-4cd3-a7e2-33768e882172 · outbound
The Darkside-20k Data Acquisition System Pipal: a large-scale image quality assessment dataset for perceptual image restoration
Reference 30
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Observation 069eaebf-4c61-4981-9cde-5167caca8198 · outbound
The Darkside-20k Data Acquisition System Accurate Image Restoration with Attention Retractable Transformer
Reference 31
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Unavailable: canonical work link unavailable.
Observation be326102-d3a0-4f5d-9bf7-8c4111e65f9f · outbound
The Darkside-20k Data Acquisition System Image denoising by sparse 3-d transform- domain collaborative filtering.TIP, 16(8):2080–2095, 2007
Reference 32
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Unavailable: canonical work link unavailable.
Observation d7d48299-3f1a-4aea-869d-227c6a78420a · outbound
The Darkside-20k Data Acquisition System Bilateral filtering for gray and color images
Reference 33
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Unavailable: canonical work link unavailable.
Observation cf5b27cd-03e9-4566-bb8f-c24128588706 · outbound
The Darkside-20k Data Acquisition System Acceler- ating the super-resolution convolutional neural network
Reference 34
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Unavailable: canonical work link unavailable.
Observation 273d5ebf-04f8-4af7-bf1b-f6435d6b6f56 · outbound
The Darkside-20k Data Acquisition System Restormer: Efficient transformer for high-resolution image restoration
Reference 35
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Unavailable: canonical work link unavailable.
Observation b614bb61-6d5f-4614-b51f-6abc834ec67e · outbound
The Darkside-20k Data Acquisition System Swinir: Image restoration us- ing swin transformer
Reference 36
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Observation 6305ecd2-085a-4705-8f20-84be04b8e50f · outbound
The Darkside-20k Data Acquisition System Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild
Reference 37
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Unavailable: canonical work link unavailable.
Observation 3d54716e-7c42-4ac8-9c16-595fddd4e2fd · outbound
The Darkside-20k Data Acquisition System UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models
Reference 38
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Observation 84d6f6dd-15af-4dd8-94e8-2efe400dc9d9 · outbound
The Darkside-20k Data Acquisition System Ultraedit: Instruction-based fine-grained im- age editing at scale.NeurIPS, 37:3058–3093, 2024
Reference 39
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Unavailable: canonical work link unavailable.
Observation b185881c-e8f6-4d31-92f1-80f9d87cc51e · outbound
The Darkside-20k Data Acquisition System Looks too good to be true: An information- theoretic analysis of hallucinations in generative restoration models.NeurIPS, 37:22596–22623, 2024
Reference 40
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Observation 7f91aa74-f388-4cc9-a92f-53af53ae90dd · outbound
The Darkside-20k Data Acquisition System Harnessing diffusion-yielded score priors for image restoration.TOG, 44(6):1–21, 2025
Reference 41
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Observation f41f5d92-4331-4153-b78d-6bee11db4edd · outbound
The Darkside-20k Data Acquisition System Tsdsr: temporal–spatial domain de- noise super-resolution photon-efficient 3d reconstruction by deep learning
Reference 42
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Observation 6f49af3f-fe0e-4f1a-9085-27cc2caeba0e · outbound
The Darkside-20k Data Acquisition System Pixel-level and semantic-level adjustable super-resolution: A dual-lora approach
Reference 43
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Observation e7199224-4df6-4571-99fc-b46112edef95 · outbound
The Darkside-20k Data Acquisition System Diff- bir: Toward blind image restoration with generative diffusion prior
Reference 44
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Observation 380fd8f5-8e26-4f19-b8fa-2119ab69c96e · outbound
The Darkside-20k Data Acquisition System Image quality assessment: from error visibility to structural similarity.TIP, 13(4):600–612, 2004
Reference 45
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Observation f18e7ddf-507c-4fcf-a95e-d319024f0320 · outbound
The Darkside-20k Data Acquisition System The unreasonable effectiveness of deep features as a perceptual metric
Reference 46
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Observation a6fa4c13-8e1a-46c6-b11f-ab6412a0cc43 · outbound
The Darkside-20k Data Acquisition System Musiq: Multi-scale image quality transformer
Reference 47
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Unavailable: canonical work link unavailable.
Observation d43fce46-25bd-44f9-8ff8-6bf99e0bbf12 · outbound
The Darkside-20k Data Acquisition System Maniqa: Multi-dimension attention network for no-reference image quality assessment
Reference 48
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Unavailable: canonical work link unavailable.
Observation 9e367412-942a-45f1-8308-21494a8ceb6e · outbound
The Darkside-20k Data Acquisition System Ex- ploring clip for assessing the look and feel of images
Reference 49
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Unavailable: canonical work link unavailable.
Observation af223fe4-0189-4de5-b1ef-2bcf97e39e73 · outbound
The Darkside-20k Data Acquisition System The use of ranks to avoid the assumption of normality implicit in the analysis of variance.Journal of the american statistical association, 32(200):675–701, 1937
Reference 50
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Observation b062af9b-9974-435f-9e5c-a917b85238cf · outbound
The Darkside-20k Data Acquisition System Position: Eval- uation of visual processing should be human-centered, not metric-centered.arXiv preprint arXiv:2603.00643, 2026
Reference 51
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Observation 91a1f61b-b99b-425f-b844-191a029cfe5c · outbound
The Darkside-20k Data Acquisition System Towards a full-reference quality assessment for color images using di- rectional statistics.TIP, 24:3950–3965, 2015
Reference 52
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No inbound Pith citation observations are available.