Paper Citation Record · LEDGER

Dynamic watermarks in images generated by diffusion models

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2502.08927.

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

pith.paper-citation-record.v1
2502.08927 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:18:33.522244Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

30 of 30 outbound references displayed

verified exact1
verified fuzzy22
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1fbeea4c-dfe1-434c-9933-a47be7696f90 · outbound

This paper cites Mesonet: a compact facial video forgery detection network.

Dynamic watermarks in images generated by diffusion models Mesonet: a compact facial video forgery detection network

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:35.151612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4737a13c-0367-4e2a-867a-1ae336eb81f0 · outbound

This paper cites Demystifying MMD GANs.

Dynamic watermarks in images generated by diffusion models Demystifying MMD GANs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T23:18:33.066964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 386e9fb3-b3f9-4fce-82af-47e5f9ba8d05 · outbound

This paper cites InstructPix2Pix: Learning to Follow Image Editing Instructions.

Dynamic watermarks in images generated by diffusion models InstructPix2Pix: Learning to Follow Image Editing Instructions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T23:18:33.138406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 781c541a-b837-44f9-85fc-f39c0700be85 · outbound

This paper cites Video generation models as world simulators.Ope- nAI Technical Report, 2024.

Dynamic watermarks in images generated by diffusion models Video generation models as world simulators.Ope- nAI Technical Report, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.991268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 176791c5-03d2-402c-bbbb-b672b92218e4 · outbound

This paper cites What makes fake images detectable? understanding prop- erties that generalize.

Dynamic watermarks in images generated by diffusion models What makes fake images detectable? understanding prop- erties that generalize

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.888832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 368fc223-861d-4fdb-9332-0575c7bdf9e5 · outbound

This paper cites Deepfake detection with spatio-temporal con- sistency and attention.

Dynamic watermarks in images generated by diffusion models Deepfake detection with spatio-temporal con- sistency and attention

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.873978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5b9b8455-4015-4562-a8ae-46a7b8639bce · outbound

This paper cites A statistical image realism score for deepfake detection.

Dynamic watermarks in images generated by diffusion models A statistical image realism score for deepfake detection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.858853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06f99542-d4c4-4715-81da-3725e762754c · outbound

This paper cites Image Watermarking of Generative Diffusion Models.

Dynamic watermarks in images generated by diffusion models Image Watermarking of Generative Diffusion Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T23:18:33.163138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf57a08-2dc0-476b-a452-e87624a33961 · outbound

This paper cites Recasting residual-based local descriptors as convolutional neural networks: an application to image forgery detection.

Dynamic watermarks in images generated by diffusion models Recasting residual-based local descriptors as convolutional neural networks: an application to image forgery detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.843799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b640a927-dc40-42af-bfa6-058549a966ce · outbound

This paper cites The contourlet transform: an efficient directional multiresolution image representation.

Dynamic watermarks in images generated by diffusion models The contourlet transform: an efficient directional multiresolution image representation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.827074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1fb775f-ef5c-4db1-b27a-1e51cf04d371 · outbound

This paper cites Supervised gan watermarking for intellectual property pro- tection.

Dynamic watermarks in images generated by diffusion models Supervised gan watermarking for intellectual property pro- tection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.630399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fed20b6b-6ebd-424c-a438-8c5ab2a092de · outbound

This paper cites The stable signature: Rooting watermarks in latent diffusion models.

Dynamic watermarks in images generated by diffusion models The stable signature: Rooting watermarks in latent diffusion models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.481215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a243c590-3efa-46eb-9bb0-3d9171e6ea32 · outbound

This paper cites Huffman coding based encoding techniques for fast dis- tributed deep learning.

Dynamic watermarks in images generated by diffusion models Huffman coding based encoding techniques for fast dis- tributed deep learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.370428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47b05e83-367e-42f9-8a7f-6ebdf1fe84a3 · outbound

This paper cites Practical markov chain monte carlo.

Dynamic watermarks in images generated by diffusion models Practical markov chain monte carlo

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.355805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 14a66e08-c3c7-4fb1-8141-571ecaa42005 · outbound

This paper cites Are gan generated im- ages easy to detect? a critical analysis of the state-of-the-art.

Dynamic watermarks in images generated by diffusion models Are gan generated im- ages easy to detect? a critical analysis of the state-of-the-art

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.341184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce8d54f2-5118-48a1-87cd-2410f8c9774e · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Dynamic watermarks in images generated by diffusion models Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.324730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 807245b5-5de7-40f9-9d4d-6d9295ff92bf · outbound

This paper cites Hidden digital watermarks in images.

Dynamic watermarks in images generated by diffusion models Hidden digital watermarks in images

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.308539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d61bee9-e5cc-46fe-8345-f4ef30b53ff4 · outbound

This paper cites an unresolved cited work.

Dynamic watermarks in images generated by diffusion models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T23:18:34.292460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82eca9e6-a3da-4575-a5da-bf534752cfa5 · outbound

This paper cites A simplified and robust dct-based watermarking algorithm.

Dynamic watermarks in images generated by diffusion models A simplified and robust dct-based watermarking algorithm

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.277680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7dedf3c8-c96f-43b5-9826-b0e461c9d1f8 · outbound

This paper cites CycleGANWM: A CycleGAN watermarking method for ownership verification.

Dynamic watermarks in images generated by diffusion models CycleGANWM: A CycleGAN watermarking method for ownership verification

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T23:18:33.602874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e81b7ca2-74af-429a-bbd8-404cd368dd0b · outbound

This paper cites Huffman coding.

Dynamic watermarks in images generated by diffusion models Huffman coding

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.184849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd2a46c4-a0f4-4f5e-9ae2-52259f7e7dac · outbound

This paper cites Semantic cosine similarity.

Dynamic watermarks in images generated by diffusion models Semantic cosine similarity

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:34.079596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3f0430b3-a23d-40a8-9fb9-abfc594e3682 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Dynamic watermarks in images generated by diffusion models Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T23:18:33.229176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c063855-2bfa-443a-ac19-cb90bbdc8f40 · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models.

Dynamic watermarks in images generated by diffusion models High-resolution image syn- thesis with latent diffusion models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:33.944795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7ea22b96-bac5-4ebf-810e-510d59a2e30d · outbound

This paper cites Improved techniques for training gans.

Dynamic watermarks in images generated by diffusion models Improved techniques for training gans

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:33.928934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa5a2ba2-cedb-4e9c-8fd7-b9acacb74915 · outbound

This paper cites Cnn-generated images are surprisingly easy to spot.

Dynamic watermarks in images generated by diffusion models Cnn-generated images are surprisingly easy to spot

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:33.915067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21649178-30af-428e-81de-87114c313495 · outbound

This paper cites Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust.

Dynamic watermarks in images generated by diffusion models Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T23:18:33.504715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3d35cb-2488-4524-993d-1506d5d2cef5 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models.

Dynamic watermarks in images generated by diffusion models Adding Conditional Control to Text-to-Image Diffusion Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T23:18:33.511372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44fd0ecd-94cf-4791-9683-9aa811585b6f · outbound

This paper cites Hype: human-eye perceptual evaluation of generative models.

Dynamic watermarks in images generated by diffusion models Hype: human-eye perceptual evaluation of generative models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:33.898607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe620f55-76d4-4e54-8194-0f0a49c47ef8 · outbound

This paper cites More Watermark Extraction Results Figure 4.

Dynamic watermarks in images generated by diffusion models More Watermark Extraction Results Figure 4

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:18:33.714457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.