Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:34:45.697402Z
Paper Citation Record · LEDGER
As of 8 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:34:45.697402Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8de4d6a6-639b-4021-bf7b-d56af07da544 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration A Revised Underwater Image Formation Model,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8dd13cf2-2864-443c-9bec-a64aaefd6aab · outbound
Single-Step Latent Diffusion for Underwater Image Restoration AquaFuse: Wa- terbody Fusion for Physics Guided View Synthesis of Underwater Scenes,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e1798a9-c583-4afd-9b89-6ce56060fcab · outbound
Single-Step Latent Diffusion for Underwater Image Restoration An underwater image enhancement benchmark dataset and beyond,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6f25828b-e638-44f1-b4d3-7472cae1117a · outbound
Single-Step Latent Diffusion for Underwater Image Restoration High-resolution image synthesis with latent diffusion models,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7d328ed-c434-4b9b-91f0-18d37db529cc · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Denoising diffusion probabilistic models,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e750308c-86ca-44ba-8253-7437b19524b7 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration LAION-5b: An open large- scale dataset for training next generation image-text models,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 42783fc9-088c-4f31-aadd-ce011702d785 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc4588e7-acb6-4cb7-aea2-500f94d9840c · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Geowizard: Unleashing the diffusion priors for 3d geometry estimation from a single image,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e613c0f7-9917-4768-a48b-4d94de037e04 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 318c8afc-0578-43dc-84aa-72d3638b9f16 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Uni-renderer: Unifying rendering and inverse rendering via dual stream diffusion,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d9bb396-6e45-4bda-8132-8270f3a77848 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration ViewActive: Active viewpoint optimization from a single image
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 265b3f92-fbdc-4e25-b8a3-c3b4c63fc089 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Event3dgs: Event-based 3d gaussian splatting for high-speed robot egomotion,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation edd043a0-edc2-4c93-8e81-0188e3313806 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Sea-Thru: A Method for Removing Water From Underwater Images,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 45ac1616-4f4a-4844-9778-a0247bb48146 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0bec6493-d41d-4fd2-9dce-6cca16a09b48 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Fine-tuning image-conditional diffusion models is easier than you think,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 233bf253-d819-4296-a13b-db78007d649d · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Fast Underwater Image En- hancement for Improved Visual Perception,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d703236-3ce9-4675-86c6-4bac9360fc5c · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Vi- sual Perception,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e5df6d5-690a-4b6a-a221-09ff53a2b67a · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Marvis: Motion & geometry aware real and virtual image seg- mentation,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94b7f4f0-9bfa-4f87-91aa-8123ab6c356c · outbound
Single-Step Latent Diffusion for Underwater Image Restoration 3d reconstruction of underwater scenes using nonlinear domain projection,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 893a19cf-9880-4bd2-b06b-958bdf6a631c · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Low-cost depth estimation and 3d reconstruction in scat- tering medium,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c494fed-7663-43cc-9d48-ea3675b91ce3 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Enhancing underwater imagery using generative adversarial networks,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ad8d6358-0ddd-41f2-8273-90405b6bdafd · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Fast underwater image en- hancement for improved visual perception,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dfc8b3e2-ca1c-465f-a75a-3a2fba220a2a · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Contrastive semi- supervised learning for underwater image restoration via reliable bank,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b95f428a-b4ea-4b64-a696-d747ba3ec410 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Histoformer: Histogram-based transformer for efficient underwater image en- hancement,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 372d1779-b78c-4054-8ae8-f162c1a0cb09 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f783d79-715d-4ad2-bac0-d4e96231ea25 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Wavelength-based attributed deep neural network for underwater image restoration,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4f29afd3-8745-4070-807d-83b2942f17dd · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Osmosis: Rgbd diffusion prior for underwater image restoration,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd97e8ff-f959-48c9-aed2-f6420a0e4c7e · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Adding conditional control to text-to-image diffusion models,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b99e5905-88ca-458b-a475-bdf2520e2150 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 777b50af-834a-4ec9-9dfb-292f91d0584d · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Breathing new life into 3d assets with generative repainting,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 99b12b9b-5e27-48d5-b29f-48855744f6cc · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Dginstyle: Domain-generalizable semantic segmen- tation with image diffusion models and stylized semantic control,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13ab5eac-ba60-4f49-95f7-3e6dfff7845d · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6f535fb-501b-47b4-ad9d-11e3bf957943 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b531a99e-0687-4a05-9b9c-d6426e9c4c0f · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Stablenormal: Reducing diffusion variance for stable and sharp normal,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e8f03172-dae6-4829-8f69-f5101d6b9bfb · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Deblurring via stochastic refinement,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ee695c40-8e79-4f72-96a6-21f4e3666b8c · outbound
Single-Step Latent Diffusion for Underwater Image Restoration The power of context: How multimodality im- proves image super-resolution,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c5c729b5-8d66-40c1-8185-6c6a4580ccb5 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Ima- genet: A large-scale hierarchical image database,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9098ffa5-16c1-4df6-b911-7db076d46439 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Diffusion models beat gans on image synthesis,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 91c04d5c-cd5b-4525-bb3a-61b5b6f89aeb · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Computer modeling and the design of optimal under- water imaging systems,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bafad58f-8615-47d2-889f-b9a48f96664e · outbound
Single-Step Latent Diffusion for Underwater Image Restoration U-net: Convolutional net- works for biomedical image segmentation,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d45f0dc6-d743-4698-803d-84fc9003c163 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Denoising diffusion implicit models,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45e6c4dc-944f-4e44-b7f5-13926cc56cdb · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Score-based generative modeling through stochastic differential equations,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 020775d8-0f10-411e-8861-aaf3ac034d3d · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Auto-encoding variational bayes,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbd53444-2215-462e-b9ca-14c21df211ba · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aafb1499-129b-4759-a050-4879959bb33d · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Consistency models,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2213c7c6-1e7e-4743-91ae-701718b0fd21 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Progressive distillation for fast sampling of diffusion models,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation efda6f4b-89c5-45de-82da-eb2c81379e35 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Elucidating the design space of diffusion-based generative models,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 183e0b36-a7af-471b-b480-ae2934162790 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e27740aa-fbde-459c-99bb-42c92489fd42 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Inherent optical properties of jerlov water types,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 477d803a-6be7-4917-8f9d-af37c5c5721e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dfa43ce0-1a98-48c5-b965-2173853735d9 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Vision meets robotics: The kitti dataset,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e2be466-3a2a-42f5-955d-e9274474fc8a · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Usod10k: a new benchmark dataset for underwater salient object detection,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b73fd20e-392a-4a37-b766-18be730da59d · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Unsupervised underwater image restoration: From a homology perspective,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f808fff-8327-4f23-99f7-2df99e3aa1dc · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Underwater image enhancement via minimal color loss and locally adaptive contrast enhancement,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4da70521-7caa-43c8-a25d-bfbb0bbc4121 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Human-visual-system- inspired underwater image quality measures,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a668b76-61af-421e-91eb-5a076aae652f · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Musiq: Multi- scale image quality transformer,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ec18ce90-20fd-4cd5-8d2f-eb576ae307cc · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Indoor segmentation and support inference from rgbd images,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f3408fd-e9d3-49d3-9625-b625245ffff6 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Ntire 2017 challenge on single image super-resolution: Dataset and study,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb6256b0-af43-4209-943d-77a8addeaa62 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 69adc0b4-1be1-4536-be22-13a7cdfcfca6 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Scene parsing through ade20k dataset,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a4eee20-df0b-44bf-9f65-a995a628e391 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Learning-based inverse rendering of com- plex indoor scenes with differentiable monte carlo raytracing,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac29eb40-d758-45a0-af8a-1bcd63b4d02c · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Map-guided curriculum domain adaptation and uncertainty-aware evaluation for semantic nighttime image segmentation,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5deb1313-4716-427c-be7d-a943b38f8da4 · outbound
Single-Step Latent Diffusion for Underwater Image Restoration Marine video kit: A new marine video dataset for content-based analysis and retrieval,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.