Paper Citation Record · LEDGER

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal

As of 19 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2505.05088.

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

pith.paper-citation-record.v1
2505.05088 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:18:39.216722Z

measured 42 of 42 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

42 of 42 outbound references displayed

verified exact1
verified fuzzy30
unresolved11
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 077c65fd-851d-4ac0-b22c-de66f95c31cd · outbound

This paper cites Protecting publicly-available images with an invisible image watermark.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Protecting publicly-available images with an invisible image watermark

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:41.387570Z

Source-reported events for the cited work

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Observation d4e3e40e-a25f-44f8-bf2c-f5a50e9c7e61 · outbound

This paper cites Tsrformer: Transformer based two-stage refinement for single image shadow removal.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Tsrformer: Transformer based two-stage refinement for single image shadow removal

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:41.216486Z

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.

Observation 2b4a4e7d-1913-4af7-8894-2727b02842ea · outbound

This paper cites Simple baselines for image restoration.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Simple baselines for image restoration

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:41.204897Z

Source-reported events for the cited work

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Observation eb1c8c96-4c30-45b4-80d4-0e75922100b9 · outbound

This paper cites Learning a sparse transformer network for effective image deraining.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Learning a sparse transformer network for effective image deraining

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:41.193840Z

Source-reported events for the cited work

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Observation 52d56ecc-003d-4fa7-b82e-5d392ebcdc08 · outbound

This paper cites Leveraging unlabeled data for watermark removal of deep neural networks.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Leveraging unlabeled data for watermark removal of deep neural networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:41.183811Z

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.

Observation 3eb99a31-1142-4882-bc64-80f10d56e8c6 · outbound

This paper cites Large-scale visible watermark detection and removal with deep convolutional networks.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Large-scale visible watermark detection and removal with deep convolutional networks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:41.171165Z

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.

Observation 88cd73ea-7ab0-4c1d-a5cd-5c3d3592f848 · outbound

This paper cites On the effectiveness of visible watermarks.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal On the effectiveness of visible watermarks

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:41.063450Z

Source-reported events for the cited work

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Observation 4134e53b-6378-4c6b-9640-9ea435d152fe · outbound

This paper cites DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks

Reference 8

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Observation d6ce4de7-8a8f-4c4c-a2f8-228df52d4c9a · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:38.604503Z

Source-reported events for the cited work

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Observation 35927506-6d01-4fbd-9401-e81a9dc40189 · outbound

This paper cites The pascal visual object classes challenge: A retrospective.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal The pascal visual object classes challenge: A retrospective

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:38.608505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7752bc5b-6544-49ef-a37d-df9933384d8e · outbound

This paper cites Real-time attacks on robust watermarking tools in the wild by cnn.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Real-time attacks on robust watermarking tools in the wild by cnn

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.905617Z

Source-reported events for the cited work

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Observation f419b95c-7a3d-49e5-b599-1abc93b40240 · outbound

This paper cites Image quality metrics: Psnr vs.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Image quality metrics: Psnr vs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:38.655496Z

Source-reported events for the cited work

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Observation 525f52c2-32aa-404b-97d1-13ac794f6e7a · outbound

This paper cites New watermark-removal method based on eigen-image energy.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal New watermark-removal method based on eigen-image energy

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.828634Z

Source-reported events for the cited work

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Observation f4167fe9-37dc-4de7-8e9c-6b51cfdcceaf · outbound

This paper cites An algorithm for removable visible watermarking.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal An algorithm for removable visible watermarking

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.817042Z

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.

Observation 195e7c5c-e41a-46c4-96eb-a59a4c0aa16d · outbound

This paper cites Attacking visible watermarking schemes.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Attacking visible watermarking schemes

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.805793Z

Source-reported events for the cited work

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Observation 82c71a79-29df-4ee4-9771-d248ac0073ee · outbound

This paper cites Noise2void-learning denoising from single noisy images.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Noise2void-learning denoising from single noisy images

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.793158Z

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.

Observation 8e20a92f-ec47-4715-ac4b-3cdb6c07774d · outbound

This paper cites Noise2noise: Learning image restoration without clean data.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Noise2noise: Learning image restoration without clean data

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.782448Z

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.

Observation 638321b2-6209-4a9b-ab6d-1db77532cdeb · outbound

This paper cites Towards photo-realistic visible watermark removal with conditional generative adversarial networks.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Towards photo-realistic visible watermark removal with conditional generative adversarial networks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.602800Z

Source-reported events for the cited work

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Observation 969adbe4-bb22-438c-b322-a719d05bf288 · outbound

This paper cites Swinir: Image restoration using swin transformer.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Swinir: Image restoration using swin transformer

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:38.788378Z

Source-reported events for the cited work

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Observation 4504b04d-be8c-4e06-8bc6-93929027b892 · outbound

This paper cites Self-supervised learning and adaptation for single image dehazing.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Self-supervised learning and adaptation for single image dehazing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.504638Z

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.

Observation 150847a4-3f2f-4360-a07f-ca1631b38e81 · outbound

This paper cites Bitstream-corrupted jpeg images are restorable: Two-stage compensation and alignment framework for image restoration.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Bitstream-corrupted jpeg images are restorable: Two-stage compensation and alignment framework for image restoration

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.493545Z

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.

Observation 2021557e-bc63-48dd-9473-7fc47947cb2b · outbound

This paper cites Bytenet: Rethinking multimedia file fragment classification through visual perspectives.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Bytenet: Rethinking multimedia file fragment classification through visual perspectives

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:38.799883Z

Source-reported events for the cited work

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Observation 6c1816e1-1ded-46fe-ac8c-36aa47e992a3 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Swin transformer: Hierarchical vision transformer using shifted windows

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:38.857696Z

Source-reported events for the cited work

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Observation b29ed99c-503d-410b-a6f5-ce2af7c619dd · outbound

This paper cites A novel image recovery algorithm for visible watermarked images.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal A novel image recovery algorithm for visible watermarked images

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.399768Z

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.

Observation dc824cd7-53e0-4194-999b-2dc8770cca8b · outbound

This paper cites A survey of digital watermarking techniques, applications and attacks.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal A survey of digital watermarking techniques, applications and attacks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.301149Z

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.

Observation a8606fc2-c012-4464-972f-8fc92fb6144a · outbound

This paper cites Vision transformers for single image dehazing.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Vision transformers for single image dehazing

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.288191Z

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.

Observation e0e1ffee-65ed-49ac-8b21-f7f83aabfd34 · outbound

This paper cites A self-supervised network for image denoising and watermark removal.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal A self-supervised network for image denoising and watermark removal

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.239680Z

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.

Observation 595e50df-1b3a-4c8e-a194-50a3ffa91516 · outbound

This paper cites Perceptive self-supervised learning network for noisy image watermark removal.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Perceptive self-supervised learning network for noisy image watermark removal

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.143349Z

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.

Observation 29d662a9-5d64-4677-bbec-8457975e9f9c · outbound

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

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Transweather: Transformer-based restoration of images degraded by adverse weather conditions

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.132769Z

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.

Observation ee3d6d99-d461-4a8d-a057-9c98d44eb03b · outbound

This paper cites Crformer: A cross-region transformer for shadow removal.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Crformer: A cross-region transformer for shadow removal

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.121792Z

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.

Observation 33702e24-f00a-44e3-be91-ed9097465130 · outbound

This paper cites Fastderainnet: A deep learning algorithm for single image deraining.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Fastderainnet: A deep learning algorithm for single image deraining

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:40.109231Z

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.

Observation f61343ab-3256-4055-86ce-6f51a26aee7c · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Image quality assessment: from error visibility to structural similarity

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:38.994482Z

Source-reported events for the cited work

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Observation 2e8d0578-bfb7-484f-8244-ece556252705 · outbound

This paper cites Image de-raining transformer.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Image de-raining transformer

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:39.936841Z

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.

Observation 0df2665a-9643-4917-aa72-7d8a089edede · outbound

This paper cites An automatic visible watermark removal technique using image inpainting algorithms.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal An automatic visible watermark removal technique using image inpainting algorithms

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:39.925418Z

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.

Observation 0cea4f31-f3d7-4511-a1c5-502255c2877a · outbound

This paper cites Metaformer is actually what you need for vision.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Metaformer is actually what you need for vision

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:39.808513Z

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.

Observation dbb0a85e-0587-4094-bc02-d5a291f25469 · outbound

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

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Restormer: Efficient transformer for high-resolution image restoration

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:39.112734Z

Source-reported events for the cited work

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Observation 617e1e83-96ca-4099-a8e4-fd8d8d7999e4 · outbound

This paper cites Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:39.117064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9303bcd0-788c-40ec-9696-12a7876f2a49 · outbound

This paper cites Learning deep cnn denoiser prior for image restoration.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Learning deep cnn denoiser prior for image restoration

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:39.677712Z

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.

Observation a57663b6-7c0f-4b12-bd6c-c78ae852f9e3 · outbound

This paper cites Ffdnet: Toward a fast and flexible solution for cnn-based image denoising.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Ffdnet: Toward a fast and flexible solution for cnn-based image denoising

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:39.666127Z

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.

Observation fec019bd-e459-4a74-b729-ae8c5f767fd6 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal The unreasonable effectiveness of deep features as a perceptual metric

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:39.472704Z

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.

Observation 4203d7dc-3826-4b5f-a77e-199ce945df7d · outbound

This paper cites Object detection with deep learning: A review.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Object detection with deep learning: A review

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:39.134013Z

Source-reported events for the cited work

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Observation 14e5a9c7-6c73-409d-b0d9-6175f32bf7a7 · outbound

This paper cites write newline.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:39.216722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.