Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:18:33.522244Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:18:33.522244Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
30 of 30 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1fbeea4c-dfe1-434c-9933-a47be7696f90 · outbound
Dynamic watermarks in images generated by diffusion models Mesonet: a compact facial video forgery detection network
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4737a13c-0367-4e2a-867a-1ae336eb81f0 · outbound
Dynamic watermarks in images generated by diffusion models Demystifying MMD GANs
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 386e9fb3-b3f9-4fce-82af-47e5f9ba8d05 · outbound
Dynamic watermarks in images generated by diffusion models InstructPix2Pix: Learning to Follow Image Editing Instructions
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 781c541a-b837-44f9-85fc-f39c0700be85 · outbound
Dynamic watermarks in images generated by diffusion models Video generation models as world simulators.Ope- nAI Technical Report, 2024
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 176791c5-03d2-402c-bbbb-b672b92218e4 · outbound
Dynamic watermarks in images generated by diffusion models What makes fake images detectable? understanding prop- erties that generalize
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 368fc223-861d-4fdb-9332-0575c7bdf9e5 · outbound
Dynamic watermarks in images generated by diffusion models Deepfake detection with spatio-temporal con- sistency and attention
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5b9b8455-4015-4562-a8ae-46a7b8639bce · outbound
Dynamic watermarks in images generated by diffusion models A statistical image realism score for deepfake detection
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 06f99542-d4c4-4715-81da-3725e762754c · outbound
Dynamic watermarks in images generated by diffusion models Image Watermarking of Generative Diffusion Models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf57a08-2dc0-476b-a452-e87624a33961 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b640a927-dc40-42af-bfa6-058549a966ce · outbound
Dynamic watermarks in images generated by diffusion models The contourlet transform: an efficient directional multiresolution image representation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c1fb775f-ef5c-4db1-b27a-1e51cf04d371 · outbound
Dynamic watermarks in images generated by diffusion models Supervised gan watermarking for intellectual property pro- tection
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fed20b6b-6ebd-424c-a438-8c5ab2a092de · outbound
Dynamic watermarks in images generated by diffusion models The stable signature: Rooting watermarks in latent diffusion models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a243c590-3efa-46eb-9bb0-3d9171e6ea32 · outbound
Dynamic watermarks in images generated by diffusion models Huffman coding based encoding techniques for fast dis- tributed deep learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 47b05e83-367e-42f9-8a7f-6ebdf1fe84a3 · outbound
Dynamic watermarks in images generated by diffusion models Practical markov chain monte carlo
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 14a66e08-c3c7-4fb1-8141-571ecaa42005 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ce8d54f2-5118-48a1-87cd-2410f8c9774e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 807245b5-5de7-40f9-9d4d-6d9295ff92bf · outbound
Dynamic watermarks in images generated by diffusion models Hidden digital watermarks in images
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6d61bee9-e5cc-46fe-8345-f4ef30b53ff4 · outbound
Dynamic watermarks in images generated by diffusion models Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 82eca9e6-a3da-4575-a5da-bf534752cfa5 · outbound
Dynamic watermarks in images generated by diffusion models A simplified and robust dct-based watermarking algorithm
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7dedf3c8-c96f-43b5-9826-b0e461c9d1f8 · outbound
Dynamic watermarks in images generated by diffusion models CycleGANWM: A CycleGAN watermarking method for ownership verification
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e81b7ca2-74af-429a-bbd8-404cd368dd0b · outbound
Dynamic watermarks in images generated by diffusion models Huffman coding
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd2a46c4-a0f4-4f5e-9ae2-52259f7e7dac · outbound
Dynamic watermarks in images generated by diffusion models Semantic cosine similarity
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3f0430b3-a23d-40a8-9fb9-abfc594e3682 · outbound
Dynamic watermarks in images generated by diffusion models Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c063855-2bfa-443a-ac19-cb90bbdc8f40 · outbound
Dynamic watermarks in images generated by diffusion models High-resolution image syn- thesis with latent diffusion models
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7ea22b96-bac5-4ebf-810e-510d59a2e30d · outbound
Dynamic watermarks in images generated by diffusion models Improved techniques for training gans
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aa5a2ba2-cedb-4e9c-8fd7-b9acacb74915 · outbound
Dynamic watermarks in images generated by diffusion models Cnn-generated images are surprisingly easy to spot
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 21649178-30af-428e-81de-87114c313495 · outbound
Dynamic watermarks in images generated by diffusion models Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b3d35cb-2488-4524-993d-1506d5d2cef5 · outbound
Dynamic watermarks in images generated by diffusion models Adding Conditional Control to Text-to-Image Diffusion Models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44fd0ecd-94cf-4791-9683-9aa811585b6f · outbound
Dynamic watermarks in images generated by diffusion models Hype: human-eye perceptual evaluation of generative models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fe620f55-76d4-4e54-8194-0f0a49c47ef8 · outbound
Dynamic watermarks in images generated by diffusion models More Watermark Extraction Results Figure 4
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.