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Paper Citation Record · LEDGER

Single-Step Latent Diffusion for Underwater Image Restoration

As of 19 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2507.07878.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.07878 v2

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:34:45.697402Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

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  • verified fuzzy48
  • unresolved11
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8de4d6a6-639b-4021-bf7b-d56af07da544 · outbound

This paper cites A Revised Underwater Image Formation Model,.

Single-Step Latent Diffusion for Underwater Image Restoration A Revised Underwater Image Formation Model,

Reference 1

Resolution
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Observation 8dd13cf2-2864-443c-9bec-a64aaefd6aab · outbound

This paper cites AquaFuse: Wa- terbody Fusion for Physics Guided View Synthesis of Underwater Scenes,.

Single-Step Latent Diffusion for Underwater Image Restoration AquaFuse: Wa- terbody Fusion for Physics Guided View Synthesis of Underwater Scenes,

Reference 2

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Observation 0e1798a9-c583-4afd-9b89-6ce56060fcab · outbound

This paper cites An underwater image enhancement benchmark dataset and beyond,.

Single-Step Latent Diffusion for Underwater Image Restoration An underwater image enhancement benchmark dataset and beyond,

Reference 3

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6f25828b-e638-44f1-b4d3-7472cae1117a · outbound

This paper cites High-resolution image synthesis with latent diffusion models,.

Single-Step Latent Diffusion for Underwater Image Restoration High-resolution image synthesis with latent diffusion models,

Reference 4

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Source-reported events for the cited work

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Observation e7d328ed-c434-4b9b-91f0-18d37db529cc · outbound

This paper cites Denoising diffusion probabilistic models,.

Single-Step Latent Diffusion for Underwater Image Restoration Denoising diffusion probabilistic models,

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e750308c-86ca-44ba-8253-7437b19524b7 · outbound

This paper cites LAION-5b: An open large- scale dataset for training next generation image-text models,.

Single-Step Latent Diffusion for Underwater Image Restoration LAION-5b: An open large- scale dataset for training next generation image-text models,

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 42783fc9-088c-4f31-aadd-ce011702d785 · outbound

This paper cites Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis.

Single-Step Latent Diffusion for Underwater Image Restoration Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis

Reference 7

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bc4588e7-acb6-4cb7-aea2-500f94d9840c · outbound

This paper cites Geowizard: Unleashing the diffusion priors for 3d geometry estimation from a single image,.

Single-Step Latent Diffusion for Underwater Image Restoration Geowizard: Unleashing the diffusion priors for 3d geometry estimation from a single image,

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 2026-08-19T06:32:44.657259+00:00.

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Observation e613c0f7-9917-4768-a48b-4d94de037e04 · outbound

This paper cites Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation.

Single-Step Latent Diffusion for Underwater Image Restoration Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation

Reference 9

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 318c8afc-0578-43dc-84aa-72d3638b9f16 · outbound

This paper cites Uni-renderer: Unifying rendering and inverse rendering via dual stream diffusion,.

Single-Step Latent Diffusion for Underwater Image Restoration Uni-renderer: Unifying rendering and inverse rendering via dual stream diffusion,

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5d9bb396-6e45-4bda-8132-8270f3a77848 · outbound

This paper cites ViewActive: Active viewpoint optimization from a single image.

Single-Step Latent Diffusion for Underwater Image Restoration ViewActive: Active viewpoint optimization from a single image

Reference 11

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 265b3f92-fbdc-4e25-b8a3-c3b4c63fc089 · outbound

This paper cites Event3dgs: Event-based 3d gaussian splatting for high-speed robot egomotion,.

Single-Step Latent Diffusion for Underwater Image Restoration Event3dgs: Event-based 3d gaussian splatting for high-speed robot egomotion,

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation edd043a0-edc2-4c93-8e81-0188e3313806 · outbound

This paper cites Sea-Thru: A Method for Removing Water From Underwater Images,.

Single-Step Latent Diffusion for Underwater Image Restoration Sea-Thru: A Method for Removing Water From Underwater Images,

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 45ac1616-4f4a-4844-9778-a0247bb48146 · outbound

This paper cites UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots,.

Single-Step Latent Diffusion for Underwater Image Restoration UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots,

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 0bec6493-d41d-4fd2-9dce-6cca16a09b48 · outbound

This paper cites Fine-tuning image-conditional diffusion models is easier than you think,.

Single-Step Latent Diffusion for Underwater Image Restoration Fine-tuning image-conditional diffusion models is easier than you think,

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 233bf253-d819-4296-a13b-db78007d649d · outbound

This paper cites Fast Underwater Image En- hancement for Improved Visual Perception,.

Single-Step Latent Diffusion for Underwater Image Restoration Fast Underwater Image En- hancement for Improved Visual Perception,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5d703236-3ce9-4675-86c6-4bac9360fc5c · outbound

This paper cites Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Vi- sual Perception,.

Single-Step Latent Diffusion for Underwater Image Restoration Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Vi- sual Perception,

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7e5df6d5-690a-4b6a-a221-09ff53a2b67a · outbound

This paper cites Marvis: Motion & geometry aware real and virtual image seg- mentation,.

Single-Step Latent Diffusion for Underwater Image Restoration Marvis: Motion & geometry aware real and virtual image seg- mentation,

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 94b7f4f0-9bfa-4f87-91aa-8123ab6c356c · outbound

This paper cites 3d reconstruction of underwater scenes using nonlinear domain projection,.

Single-Step Latent Diffusion for Underwater Image Restoration 3d reconstruction of underwater scenes using nonlinear domain projection,

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 893a19cf-9880-4bd2-b06b-958bdf6a631c · outbound

This paper cites Low-cost depth estimation and 3d reconstruction in scat- tering medium,.

Single-Step Latent Diffusion for Underwater Image Restoration Low-cost depth estimation and 3d reconstruction in scat- tering medium,

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3c494fed-7663-43cc-9d48-ea3675b91ce3 · outbound

This paper cites Enhancing underwater imagery using generative adversarial networks,.

Single-Step Latent Diffusion for Underwater Image Restoration Enhancing underwater imagery using generative adversarial networks,

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ad8d6358-0ddd-41f2-8273-90405b6bdafd · outbound

This paper cites Fast underwater image en- hancement for improved visual perception,.

Single-Step Latent Diffusion for Underwater Image Restoration Fast underwater image en- hancement for improved visual perception,

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation dfc8b3e2-ca1c-465f-a75a-3a2fba220a2a · outbound

This paper cites Contrastive semi- supervised learning for underwater image restoration via reliable bank,.

Single-Step Latent Diffusion for Underwater Image Restoration Contrastive semi- supervised learning for underwater image restoration via reliable bank,

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b95f428a-b4ea-4b64-a696-d747ba3ec410 · outbound

This paper cites Histoformer: Histogram-based transformer for efficient underwater image en- hancement,.

Single-Step Latent Diffusion for Underwater Image Restoration Histoformer: Histogram-based transformer for efficient underwater image en- hancement,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.854742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 372d1779-b78c-4054-8ae8-f162c1a0cb09 · outbound

This paper cites Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond.

Single-Step Latent Diffusion for Underwater Image Restoration Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

Reference 25

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7f783d79-715d-4ad2-bac0-d4e96231ea25 · outbound

This paper cites Wavelength-based attributed deep neural network for underwater image restoration,.

Single-Step Latent Diffusion for Underwater Image Restoration Wavelength-based attributed deep neural network for underwater image restoration,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.833507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4f29afd3-8745-4070-807d-83b2942f17dd · outbound

This paper cites Osmosis: Rgbd diffusion prior for underwater image restoration,.

Single-Step Latent Diffusion for Underwater Image Restoration Osmosis: Rgbd diffusion prior for underwater image restoration,

Reference 27

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fd97e8ff-f959-48c9-aed2-f6420a0e4c7e · outbound

This paper cites Adding conditional control to text-to-image diffusion models,.

Single-Step Latent Diffusion for Underwater Image Restoration Adding conditional control to text-to-image diffusion models,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.470244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b99e5905-88ca-458b-a475-bdf2520e2150 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Single-Step Latent Diffusion for Underwater Image Restoration SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.475678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:45.475678Z digest=sha256:7749daf8c05b7b9b0a38be17042773a69ddbf419ab49c8dac863d36d4d3578d0

Observation 777b50af-834a-4ec9-9dfb-292f91d0584d · outbound

This paper cites Breathing new life into 3d assets with generative repainting,.

Single-Step Latent Diffusion for Underwater Image Restoration Breathing new life into 3d assets with generative repainting,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.757132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 99b12b9b-5e27-48d5-b29f-48855744f6cc · outbound

This paper cites Dginstyle: Domain-generalizable semantic segmen- tation with image diffusion models and stylized semantic control,.

Single-Step Latent Diffusion for Underwater Image Restoration Dginstyle: Domain-generalizable semantic segmen- tation with image diffusion models and stylized semantic control,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.732288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.486515Z digest=sha256:b2439170b745f162a1521f4a468540ae5f29f1d19c1e238c43401a477db6908a

Observation 13ab5eac-ba60-4f49-95f7-3e6dfff7845d · outbound

This paper cites Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models.

Single-Step Latent Diffusion for Underwater Image Restoration Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:34:45.978604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d6f535fb-501b-47b4-ad9d-11e3bf957943 · outbound

This paper cites Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models.

Single-Step Latent Diffusion for Underwater Image Restoration Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:34:45.947256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.497908Z digest=sha256:ba57c61f161e3399423655380e9a1ae3bf8ab2022a9cdbc8a8a9592816fdbb27

Observation b531a99e-0687-4a05-9b9c-d6426e9c4c0f · outbound

This paper cites Stablenormal: Reducing diffusion variance for stable and sharp normal,.

Single-Step Latent Diffusion for Underwater Image Restoration Stablenormal: Reducing diffusion variance for stable and sharp normal,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.713498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.503226Z digest=sha256:9d419c004b824b8932a0d30b6926f9dfbceec4cf10767199fff5b67ca3896e13

Observation e8f03172-dae6-4829-8f69-f5101d6b9bfb · outbound

This paper cites Deblurring via stochastic refinement,.

Single-Step Latent Diffusion for Underwater Image Restoration Deblurring via stochastic refinement,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.685111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.509013Z digest=sha256:168b9b579e5521b1b5edc22c999cff828419a7c43997247ded28b0b1b64b06d8

Observation ee695c40-8e79-4f72-96a6-21f4e3666b8c · outbound

This paper cites The power of context: How multimodality im- proves image super-resolution,.

Single-Step Latent Diffusion for Underwater Image Restoration The power of context: How multimodality im- proves image super-resolution,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.655463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.515198Z digest=sha256:2d6281adbdf02ed25b45f1fe05d01057360a135032657eb054c550f8e3250085

Observation c5c729b5-8d66-40c1-8185-6c6a4580ccb5 · outbound

This paper cites Ima- genet: A large-scale hierarchical image database,.

Single-Step Latent Diffusion for Underwater Image Restoration Ima- genet: A large-scale hierarchical image database,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.633348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.521118Z digest=sha256:c0b1f6114b797b31549c999b351e0a343a8e71acb348b56e94dc3ba98600ac12

Observation 9098ffa5-16c1-4df6-b911-7db076d46439 · outbound

This paper cites Diffusion models beat gans on image synthesis,.

Single-Step Latent Diffusion for Underwater Image Restoration Diffusion models beat gans on image synthesis,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.603414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.525748Z digest=sha256:8d2d103ca5c835ad37f4d02940004903d24cee9fa9b2d2803d8f12281feb456d

Observation 91c04d5c-cd5b-4525-bb3a-61b5b6f89aeb · outbound

This paper cites Computer modeling and the design of optimal under- water imaging systems,.

Single-Step Latent Diffusion for Underwater Image Restoration Computer modeling and the design of optimal under- water imaging systems,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.584144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.541394Z digest=sha256:cbc805ce01f2995d4f4164e989f1349837bf0885f9df210d896b3e8bd9e4dc1a

Observation bafad58f-8615-47d2-889f-b9a48f96664e · outbound

This paper cites U-net: Convolutional net- works for biomedical image segmentation,.

Single-Step Latent Diffusion for Underwater Image Restoration U-net: Convolutional net- works for biomedical image segmentation,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.556900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.547282Z digest=sha256:ee81f49c88a1580d97ee26a3a91965234222fd8b6cdc1fa803344e900b25e8ef

Observation d45f0dc6-d743-4698-803d-84fc9003c163 · outbound

This paper cites Denoising diffusion implicit models,.

Single-Step Latent Diffusion for Underwater Image Restoration Denoising diffusion implicit models,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.552521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:45.552521Z digest=sha256:5bd8a5df581ada2a401978a43cc75b9890b35a01dcd78f1e5a6931a622f77bc5

Observation 45e6c4dc-944f-4e44-b7f5-13926cc56cdb · outbound

This paper cites Score-based generative modeling through stochastic differential equations,.

Single-Step Latent Diffusion for Underwater Image Restoration Score-based generative modeling through stochastic differential equations,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.519686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.558554Z digest=sha256:67502c73fad42cee5ced34e683d4ce4a48d8d055168669f205990d7a7ed78719

Observation 020775d8-0f10-411e-8861-aaf3ac034d3d · outbound

This paper cites Auto-encoding variational bayes,.

Single-Step Latent Diffusion for Underwater Image Restoration Auto-encoding variational bayes,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.563896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:45.563896Z digest=sha256:72f1e454d44418b46591ac2b575ef9a1cefb1207facc2881a03859edf68f60db

Observation fbd53444-2215-462e-b9ca-14c21df211ba · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Single-Step Latent Diffusion for Underwater Image Restoration Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.570690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:45.570690Z digest=sha256:9a81a57c3db8e853ffdb678f6c77bbc6439455c3b59a5a01f164874691ae7322

Observation aafb1499-129b-4759-a050-4879959bb33d · outbound

This paper cites Consistency models,.

Single-Step Latent Diffusion for Underwater Image Restoration Consistency models,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.485036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.580708Z digest=sha256:f2c12e03456e8415f16f67d55f2725184e0c856a702065d5b175b138c9fe536d

Observation 2213c7c6-1e7e-4743-91ae-701718b0fd21 · outbound

This paper cites Progressive distillation for fast sampling of diffusion models,.

Single-Step Latent Diffusion for Underwater Image Restoration Progressive distillation for fast sampling of diffusion models,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.460152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.586900Z digest=sha256:2ee36bef09ae31a94df0c8f474eca4568c0921d7d8c34c9a53e5d392332ab168

Observation efda6f4b-89c5-45de-82da-eb2c81379e35 · outbound

This paper cites Elucidating the design space of diffusion-based generative models,.

Single-Step Latent Diffusion for Underwater Image Restoration Elucidating the design space of diffusion-based generative models,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.593251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:45.593251Z digest=sha256:d87c49e411e24e0cf4dac890dfaed42c23dacefb8f67b5f87ae41ad359d7375f

Observation 183e0b36-a7af-471b-b480-ae2934162790 · outbound

This paper cites Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

Single-Step Latent Diffusion for Underwater Image Restoration Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.599516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:45.599516Z digest=sha256:4cfca46cec550f0e806df8132145e96d18315ac7b3e762e4e4ee3c0d2651a2f1

Observation e27740aa-fbde-459c-99bb-42c92489fd42 · outbound

This paper cites Inherent optical properties of jerlov water types,.

Single-Step Latent Diffusion for Underwater Image Restoration Inherent optical properties of jerlov water types,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.419860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.608357Z digest=sha256:2b23745964b6b227bac5d6459a62ba11d0c2f605e93741a69a3493ae0a896dde

Observation 477d803a-6be7-4917-8f9d-af37c5c5721e · outbound

This paper cites A rapid scene depth estimation model based on underwater light atten- uation prior for underwater image restoration,.

Single-Step Latent Diffusion for Underwater Image Restoration A rapid scene depth estimation model based on underwater light atten- uation prior for underwater image restoration,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.398091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.614573Z digest=sha256:833e15d6d5ec84138a2022b16d57423a1cb14cd0896720805100bf1ce972aa6b

Observation dfa43ce0-1a98-48c5-b965-2173853735d9 · outbound

This paper cites Vision meets robotics: The kitti dataset,.

Single-Step Latent Diffusion for Underwater Image Restoration Vision meets robotics: The kitti dataset,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.377783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.622426Z digest=sha256:a3dbecf0ec4493c4dc5a368a7d4e730941cb172cdd5a69b2613489ef767e8fd6

Observation 1e2be466-3a2a-42f5-955d-e9274474fc8a · outbound

This paper cites Usod10k: a new benchmark dataset for underwater salient object detection,.

Single-Step Latent Diffusion for Underwater Image Restoration Usod10k: a new benchmark dataset for underwater salient object detection,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:45.630172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:45.630172Z digest=sha256:2cf6299715808617d28938db31c79cdda5278a7e75b2d55cf62cfffde449c908

Observation b73fd20e-392a-4a37-b766-18be730da59d · outbound

This paper cites Unsupervised underwater image restoration: From a homology perspective,.

Single-Step Latent Diffusion for Underwater Image Restoration Unsupervised underwater image restoration: From a homology perspective,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.336395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.635407Z digest=sha256:02751224eb466bba32d723c660a65ef5e345c70fe6adc978bf2fe78453d470dd

Observation 5f808fff-8327-4f23-99f7-2df99e3aa1dc · outbound

This paper cites Underwater image enhancement via minimal color loss and locally adaptive contrast enhancement,.

Single-Step Latent Diffusion for Underwater Image Restoration Underwater image enhancement via minimal color loss and locally adaptive contrast enhancement,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.316074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.642283Z digest=sha256:2083745b9715258161a155a899d3fcc27e5e4e3e1f7d62b4106af56bd9a11832

Observation 4da70521-7caa-43c8-a25d-bfbb0bbc4121 · outbound

This paper cites Human-visual-system- inspired underwater image quality measures,.

Single-Step Latent Diffusion for Underwater Image Restoration Human-visual-system- inspired underwater image quality measures,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.298841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.649802Z digest=sha256:ab41a8cfebe3e8922eba084117071ae74184cfd1930894beb7a183df18332e9a

Observation 3a668b76-61af-421e-91eb-5a076aae652f · outbound

This paper cites Musiq: Multi- scale image quality transformer,.

Single-Step Latent Diffusion for Underwater Image Restoration Musiq: Multi- scale image quality transformer,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.279234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.655627Z digest=sha256:ad5da55edd2d5e435daf0e017c8d2ed4598cc1aa0000c1a29a7d86df3baca957

Observation ec18ce90-20fd-4cd5-8d2f-eb576ae307cc · outbound

This paper cites Indoor segmentation and support inference from rgbd images,.

Single-Step Latent Diffusion for Underwater Image Restoration Indoor segmentation and support inference from rgbd images,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.257503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.661786Z digest=sha256:eb4d5a82281974ebd6574a7fd2b0eac810ddbfda907f71e44e97b7eb6714dc58

Observation 3f3408fd-e9d3-49d3-9625-b625245ffff6 · outbound

This paper cites Ntire 2017 challenge on single image super-resolution: Dataset and study,.

Single-Step Latent Diffusion for Underwater Image Restoration Ntire 2017 challenge on single image super-resolution: Dataset and study,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.236463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.669063Z digest=sha256:df74c2f354d9c8821533b3f2b1318fee272c4658af4beda6441f74fee27f5a43

Observation bb6256b0-af43-4209-943d-77a8addeaa62 · outbound

This paper cites From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions,.

Single-Step Latent Diffusion for Underwater Image Restoration From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.206275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.674405Z digest=sha256:6714de6f8db8166a7ffddb925422291d1965bcc409fe7d6372851edafae86ef3

Observation 69adc0b4-1be1-4536-be22-13a7cdfcfca6 · outbound

This paper cites Scene parsing through ade20k dataset,.

Single-Step Latent Diffusion for Underwater Image Restoration Scene parsing through ade20k dataset,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.187444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.680284Z digest=sha256:65cd5a67beecf8bb252d4bb3f9cd656c10a4052027b7a7360b4d10d879eda415

Observation 9a4eee20-df0b-44bf-9f65-a995a628e391 · outbound

This paper cites Learning-based inverse rendering of com- plex indoor scenes with differentiable monte carlo raytracing,.

Single-Step Latent Diffusion for Underwater Image Restoration Learning-based inverse rendering of com- plex indoor scenes with differentiable monte carlo raytracing,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.168285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.687121Z digest=sha256:91d9adbae4f4925ca7d3d7cecc63a73cc4d7ce060fca58a0801fc302add0bf41

Observation ac29eb40-d758-45a0-af8a-1bcd63b4d02c · outbound

This paper cites Map-guided curriculum domain adaptation and uncertainty-aware evaluation for semantic nighttime image segmentation,.

Single-Step Latent Diffusion for Underwater Image Restoration Map-guided curriculum domain adaptation and uncertainty-aware evaluation for semantic nighttime image segmentation,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.143347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.692228Z digest=sha256:22c1a0b87618ceaa167d4267395602d93101ca5fb07b2a0073e17bb9e4747463

Observation 5deb1313-4716-427c-be7d-a943b38f8da4 · outbound

This paper cites Marine video kit: A new marine video dataset for content-based analysis and retrieval,.

Single-Step Latent Diffusion for Underwater Image Restoration Marine video kit: A new marine video dataset for content-based analysis and retrieval,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:46.123720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:34:45.697402Z digest=sha256:09c0ce09b65d0a8b5add80ca269c167d83184f37d29e3fd12bc381e01c622940

Pith citing papers

No inbound Pith citation observations are available.