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Paper Citation Record · LEDGER

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection

As of 10 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 2 inbound Pith citation observations for arXiv:2502.07778.

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

pith.paper-citation-record.v1
2502.07778 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:38:04.495260Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:44:09.310059Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:11:24.844950Z

Reference resolution

70 of 70 outbound references displayed

  • verified exact2
  • verified fuzzy39
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 610537ea-44c0-4d64-965b-bdd457f96efc · outbound

This paper cites https://www.midjourney.com/.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection https://www.midjourney.com/

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.411106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.205810Z digest=sha256:1d85550e1a3a95c5b3f43b61d921558d11a0791b1ebf1eac1a7febdf39ed8c5e

Observation 47f91030-f3f6-4091-aacb-8a76f798ddc9 · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:38:05.397965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.211036Z digest=sha256:0bc08b9fec2117ffc245af6eb07bea64e3be88b5450c7cbfeb7bfe0834ad0c8c

Observation 3773be18-cf97-413b-8eb2-96756023b458 · outbound

This paper cites https://www.wikiart.org/.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection https://www.wikiart.org/

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.384474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.216156Z digest=sha256:c6610a57e5fba2460d2417a8e8e9cf414cf09db8d6f334330e533e20c4a5db95

Observation 7f27554e-ec04-4b6a-a884-9c21667494e4 · outbound

This paper cites Large scale GAN training for high fidelity natural image synthesis.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Large scale GAN training for high fidelity natural image synthesis

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.370547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.220835Z digest=sha256:b04ababfc29aefaca5469035fd3af0a78c0b3efb381040e06bb031e3d1445108

Observation 58d9ad78-6882-45b5-af2e-cede823ce2c3 · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:38:05.357505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.225325Z digest=sha256:f86de9e6134125aa3d704dc0b1602855618c21859d9a17a891321e8586d10668

Observation d8e6f0e7-7b44-4e4e-bb2e-326a6e751fef · outbound

This paper cites Lossless Image Compression through Super-Resolution.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Lossless Image Compression through Super-Resolution

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-08T11:38:04.651325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.229800Z digest=sha256:2123e56455843aba57d9c0ecedf6f5bf700a6b0b054a43384724eccbe1f25648

Observation a5b26140-3e77-4da2-ae4b-8b4b8e525645 · outbound

This paper cites What makes fake images detectable? understanding properties that generalize.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection What makes fake images detectable? understanding properties that generalize

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.344246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.234663Z digest=sha256:c0234d4cbe37348c4d67e3e541d8ba35fbb2a4b4571444cdda00cf2c7b7b7873

Observation 23bc0f64-9ea2-4d15-a857-bc7e711be031 · outbound

This paper cites Drct: Diffusion reconstruction contrastive training towards universal detection of diffusion generated images.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Drct: Diffusion reconstruction contrastive training towards universal detection of diffusion generated images

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.330358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.239193Z digest=sha256:544363967d11142bf988e0079e036339002a5b90e6ea201a0f7690b6a4c32aa3

Observation 50eb6055-70e3-4a2d-8553-2df6638204b2 · outbound

This paper cites Pixart-\ alpha\ : Fast training of diffusion transformer for photorealistic text-to-image synthesis.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Pixart-\ alpha\ : Fast training of diffusion transformer for photorealistic text-to-image synthesis

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.315879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.243468Z digest=sha256:2f040c3b08bf671242b86240be532ab0b955408a4dec69bb70a3f9cf0a6114ae

Observation 12a31d8b-fe00-4b07-bc7d-3e0d36ee0f63 · outbound

This paper cites and Koltun, V.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection and Koltun, V

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.247982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.247982Z digest=sha256:6d55b085b8b058062dcfe4ec2213081dc182bf33759eb49b03fbd48e58060bb5

Observation 4eae93bc-a928-41e0-855e-e2f2c59ca61f · outbound

This paper cites Stargan: Unified generative adversarial networks for multi-domain image-to-image translation.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Stargan: Unified generative adversarial networks for multi-domain image-to-image translation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.252173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.252173Z digest=sha256:2ba142599382bf4f6610bf3340e1b2f439a8daa59c37c0be98b9a84bae98deab

Observation 31dc53c2-8a26-44d5-8c6f-7a9ee3357137 · outbound

This paper cites Recursive InPainting (RIP): how much information is lost under recursive inferences?.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Recursive InPainting (RIP): how much information is lost under recursive inferences?

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-08T11:38:04.631312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.256110Z digest=sha256:0371d58441d5566d0bfb1ba8057596383565abbf6fbe301bf0838293227e70ef

Observation ff45f948-df19-4aad-ad22-3a73d907c520 · outbound

This paper cites On the detection of synthetic images generated by diffusion models.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection On the detection of synthetic images generated by diffusion models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.283641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.260331Z digest=sha256:f7889bfd34a86067ede165a1bac077c5486afd55bd41f5a32cfe6e0f7c985bc7

Observation 51854d11-8dff-4839-91c7-b6a1e5f49590 · outbound

This paper cites Raising the Bar of AI-generated Image Detection with CLIP.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Raising the Bar of AI-generated Image Detection with CLIP

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.268025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.264270Z digest=sha256:1690c9cd667e03b1598042945e3384241c748df757e2e5c6e7eb6ceb14e6db94

Observation b0894a57-b7b3-415a-bac7-35f51fe20317 · outbound

This paper cites Zero-shot detection of ai-generated images.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Zero-shot detection of ai-generated images

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.253812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.268168Z digest=sha256:cf1b5cb6e73e2a770719c68ab042081bac5264b1938da1ab88debea7162ef94c

Observation 33820239-aecf-49d3-b84c-47a568802f3a · outbound

This paper cites Second-order attention network for single image super-resolution.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Second-order attention network for single image super-resolution

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.240350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.272010Z digest=sha256:6956f352ac82e7ea1355a45f7c17085258a1e0caad892098723333ca5f19c484

Observation 7a2e1a0d-2163-4b6b-a1bd-3837bc47b2f7 · outbound

This paper cites S., Wang, J., Wang, R., Zhang, P., Vandenhende, S., Wang, X., Dubey, A., Yu, M., Kadian, A., Radenovic, F., Mahajan, D., Li, K., Zhao, Y., Petrovic, V., Singh, M.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection S., Wang, J., Wang, R., Zhang, P., Vandenhende, S., Wang, X., Dubey, A., Yu, M., Kadian, A., Radenovic, F., Mahajan, D., Li, K., Zhao, Y., Petrovic, V., Singh, M

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.227220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.275832Z digest=sha256:b2bbdd15f0b3103d5d5ea23e4aedc6abb57d35c589b1958aa1648ead27639554

Observation 2e759630-e639-4144-93ca-384defcc7636 · outbound

This paper cites RedCaps: Web-curated image-text data created by the people, for the people.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection RedCaps: Web-curated image-text data created by the people, for the people

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.212888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.279760Z digest=sha256:f9953c72236dadca190ebf02d698b7470e528d8d16100f338b9956ec6d06fe63

Observation f0bb109b-0916-4abe-a9c7-39b39af3227e · outbound

This paper cites and Nichol, A.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection and Nichol, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.198157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.283896Z digest=sha256:b3f79c4dd9de1a8922ea34e1707cae7ab1de7ab2430b17b134bfdfdc639695d6

Observation 9a4aba8b-7453-47d5-8da4-b1fd282d14ed · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Scaling rectified flow transformers for high-resolution image synthesis

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.287835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.287835Z digest=sha256:487777422d86afa47298ff8311c290169cae65a020dd9b4a3d90664611afb0d6

Observation 822f6d00-a69e-4ee9-ab57-cea99ace25d5 · outbound

This paper cites DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.291898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.291898Z digest=sha256:6d6b71c91ab2a2c7c012f6dcca6c8e43c295afc3df35aaac1851e28606ec8cfd

Observation 50b636f4-d57a-4005-aded-87ab82615679 · outbound

This paper cites J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., and Bengio, Y.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., and Bengio, Y

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.175657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.296321Z digest=sha256:29b3c21179fc9df3a449edc95034e860599ebe4732822f04e1a72b068e51a0dd

Observation c906c5f4-a7c4-4a8b-b7ae-31a8cc806dfe · outbound

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

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Are gan generated images easy to detect? a critical analysis of the state-of-the-art

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.162076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.300345Z digest=sha256:8bd1dc3a99e802b0de86f58a7a28adcbd19ef8df099a377bea310c5b7f6137e7

Observation 3aaf9dd6-e7c8-4fc6-b542-6ab76db8d005 · outbound

This paper cites Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.304403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.304403Z digest=sha256:0585528ef80a14ebe0fcf2baa0d632c29a6e3f916e50a910d48f15daab8c8980

Observation d2741ccd-4e54-4c80-a6ba-fc0a88e1c2a9 · outbound

This paper cites Vector quantized diffusion model for text-to-image synthesis.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Vector quantized diffusion model for text-to-image synthesis

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.148079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.308746Z digest=sha256:9ec336d0ab884c10b22d77dea2e53fcc06e422970c62e497c9eca11b2c8d7787

Observation 765630a7-6a7b-46c4-8ed2-ef56262f6270 · outbound

This paper cites Deep residual learning for image recognition.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Deep residual learning for image recognition

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.312828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.312828Z digest=sha256:97dae54f376525a1e112c9cfa4567e80056f9f12c32b435c3e456d6d125de4c4

Observation 4e17bae8-04e3-4395-9fda-32c59effd7c6 · outbound

This paper cites Progressive growing of GAN s for improved quality, stability, and variation.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Progressive growing of GAN s for improved quality, stability, and variation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.126334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.317107Z digest=sha256:a7676b8ce854dc819dca3099414ca41586ab65107bc07988c5b54e74a84ffd22

Observation c5debd1b-c381-40fb-b165-314dbe23c1af · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection A style-based generator architecture for generative adversarial networks

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.321055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.321055Z digest=sha256:fbbcb9419c05f5170f2800f2bce5ff1166165cb74f7f7baec4060d16afb84d8c

Observation e2f32081-b9c3-418d-9811-aa94227ab32e · outbound

This paper cites Analyzing and improving the image quality of stylegan.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Analyzing and improving the image quality of stylegan

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.104955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.324993Z digest=sha256:bfdefb26e79e5798944337f5a3f3e9405959971ae4762521870ae82d9bea9908

Observation 45ccea6a-411f-49dc-8b39-d4e661f51bc8 · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:38:05.091931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.329084Z digest=sha256:6c77584be3c9b0211469d5841c7e1d765b6f421b0af8747354483b69a04f247c

Observation 956ec8d6-6b29-4b68-9309-c3937f905721 · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:38:05.078476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.333077Z digest=sha256:d55ad9a4b3d715bd95c6ec8a6a7805bbc151304fd469e000db4cb887b69bc976

Observation 6d8198b2-cd1a-411a-8565-bbb8d9d10a2f · outbound

This paper cites Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.337144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.337144Z digest=sha256:b13a6ba990567e5a639a7ab845140e5f282b0d4eb67358aad33dfbec9ca67a1e

Observation b17f6eda-5716-4a7c-8c13-28b4a954d712 · outbound

This paper cites Diverse image synthesis from semantic layouts via conditional imle.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Diverse image synthesis from semantic layouts via conditional imle

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.341532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.341532Z digest=sha256:b44a3db0f06dc1e58ae947744b6d4e326c64f46a6b0377a82c60d325649b4748

Observation 805a84d7-9656-4be0-953a-2a99d03ba868 · outbound

This paper cites L., and Dollár, P.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection L., and Dollár, P

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.055808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.345484Z digest=sha256:a9cc410d40b99e191461646d8b68092e3535f9d0256a05278e67349bb954e5a0

Observation 22cd9289-d496-4a3a-b65a-5b3cf839b84a · outbound

This paper cites T., Ben-Hamu, H., Nickel, M., and Le, M.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection T., Ben-Hamu, H., Nickel, M., and Le, M

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.041105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.349515Z digest=sha256:e2537f9a4829d363a5b10cdd29b75a9eb9de6c76eda721d4c8f2da687b6d6598

Observation c530fd65-4fa4-4ec1-905f-98d62baafc23 · outbound

This paper cites Z., Haghgoo, B., Chen, A.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Z., Haghgoo, B., Chen, A

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.027322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.353457Z digest=sha256:ff9491c42683cd74998037f928919afaee419e54de1aa375b40245c1aad418aa

Observation 346b7560-3817-46fc-8d5f-ee22f144a78e · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:05.013898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.357596Z digest=sha256:8cc859b5ab40323d37b5e42f8f744cf510ac9f2a6e15037e2d2533b41055fbf0

Observation 2582f916-ddef-46fd-b1a6-da6384ccb80a · outbound

This paper cites A convnet for the 2020s.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection A convnet for the 2020s

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.998244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.361692Z digest=sha256:ad60b70c541afec4e41427f8563632419ec2bae28449e31d3092c152e32cd248

Observation 117204da-e069-4716-9bff-35b867e0c9a0 · outbound

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

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.365844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.365844Z digest=sha256:a085650b643fa697293683455b08e8cfd59e2f5ecaa09c36677a0312d16d596a

Observation da416b8b-c77e-4a8e-abf2-f0e9c880170b · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:38:04.984253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.370476Z digest=sha256:7aed7d5511d8cbd947c3a1a8f0ed1e49c33d11a2a75fe32459d99a41ef45f280

Observation 4b392afa-306c-465e-b4f1-3b7b1f595b28 · outbound

This paper cites Q., Dhariwal, P., Ramesh, A., Shyam, P., Mishkin, P., Mcgrew, B., Sutskever, I., and Chen, M.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Q., Dhariwal, P., Ramesh, A., Shyam, P., Mishkin, P., Mcgrew, B., Sutskever, I., and Chen, M

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.970556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.374612Z digest=sha256:5f9a86f2b3ccf0ec6cf90a469ccf27290d180af201d75e24c17c2bc04e7edc04

Observation e3865e30-cb55-4418-93a0-d86456a14373 · outbound

This paper cites Deconvolution and checkerboard artifacts.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Deconvolution and checkerboard artifacts

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.957452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.378859Z digest=sha256:c41583ee532b317731b87db3f5941ad3a14011dd6ac55486466d27e52c993cd0

Observation 96b122cf-8f17-4520-8e95-0b42dfc5f97b · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:38:04.944568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.383109Z digest=sha256:f680588d326c7eb79291b356f34f1b6b9329ac854647204251bf7ef5371039be

Observation df3ed17b-8ec7-41db-9178-b555961909d9 · outbound

This paper cites Semantic image synthesis with spatially-adaptive normalization.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Semantic image synthesis with spatially-adaptive normalization

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.387111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.387111Z digest=sha256:e7d3d778bbbbe65f13491b5dd5dbab49964347482dd275e494be57ed117dc4dd

Observation 2be365bb-bea0-4c7f-b458-ed8e32916486 · outbound

This paper cites Identifying synthetic faces through gan inversion and biometric traits analysis.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Identifying synthetic faces through gan inversion and biometric traits analysis

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.923237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.391074Z digest=sha256:5e13e5dbb2110690f78154ce4ac7fb6d6ac7dc9934c66471d8997a0249ad732f

Observation 77a8000c-f94e-494d-b3ce-d572648a0fc5 · outbound

This paper cites aMUSEd: An Open MUSE Reproduction.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection aMUSEd: An Open MUSE Reproduction

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.395114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.395114Z digest=sha256:2a6a0c07d508f37584f0cc1a6bedd2995dbbfb5232b4cf686caacc7673d5fb89

Observation a981be9d-33ea-4075-9e0b-361b510162de · outbound

This paper cites Wuerstchen: Efficient pretraining of text-to-image models.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Wuerstchen: Efficient pretraining of text-to-image models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.909880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.399510Z digest=sha256:1c5f3339db7ff7a59626e9555c02f39678e3590610f50c586b33a3c2fe4d101f

Observation 28ea7a05-c231-4e6f-9b40-b67fe0e1b26d · outbound

This paper cites SDXL : Improving latent diffusion models for high-resolution image synthesis.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection SDXL : Improving latent diffusion models for high-resolution image synthesis

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.896312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.403615Z digest=sha256:83bc067de6266bf3ebb52515ae3df50392c49a4a19de2835e29a923f6527b38b

Observation 6317bf68-d029-4e31-8e31-f09f347253e2 · outbound

This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.407689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.407689Z digest=sha256:9cc229cb8c57fd7ecb104c1281c5310628a58359af6f7d7c6e95f2e60c1eb563

Observation 8676b24c-1cd3-454b-bae6-819b82260db6 · outbound

This paper cites S., Ojha, U., Schloesser, J., and Lee, Y.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection S., Ojha, U., Schloesser, J., and Lee, Y

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.874585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.411760Z digest=sha256:0317fca6605aa256844d56898f18b528cac7bd174cbb0f843b1ab6efb7677d3a

Observation e5f03116-dd37-425b-959f-a2e0c1bb6a26 · outbound

This paper cites Zero-shot text-to-image generation.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Zero-shot text-to-image generation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.416271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.416271Z digest=sha256:c17cbfe87dd743bf9d8f212dde87921455875e93cacdd547bc2a4af335a5a803

Observation fba6a252-e311-497f-8195-1e8fe1b384ea · outbound

This paper cites Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.420206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.420206Z digest=sha256:a23081d38577eca158d8efa87204b70946d2cf33e9985d7bad5228b871c35ad8

Observation 7614b1e8-7379-44e0-9f77-bcd1953017ea · outbound

This paper cites Aeroblade: Training-free detection of latent diffusion images using autoencoder reconstruction error.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Aeroblade: Training-free detection of latent diffusion images using autoencoder reconstruction error

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.853375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.424677Z digest=sha256:22c58a4140d3795dae065c7f81d5258684c15f654c22b5f00924de2917b8a850

Observation e906092b-90fd-4edd-9b16-7a2c9d7756d6 · outbound

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

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection High-resolution image synthesis with latent diffusion models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.428728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.428728Z digest=sha256:8f3ce07a7b8e0b88e6adcd7b60e03ea1e05c66c1f460bf043fa918f50341aaed

Observation e94db392-663a-434d-bb49-92bf0ffbb65f · outbound

This paper cites Faceforensics++: Learning to detect manipulated facial images.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Faceforensics++: Learning to detect manipulated facial images

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.831642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.432737Z digest=sha256:c31c5264142a2df4bea44388c55a5164568ac46309bce43a7bf4cb94352b244d

Observation 108261e0-1488-40e0-80ef-2285f8a0bb1e · outbound

This paper cites W., Wightman, R., Cherti, M., Coombes, T., Katta, A., Mullis, C., Wortsman, M., Schramowski, P., Kundurthy, S.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection W., Wightman, R., Cherti, M., Coombes, T., Katta, A., Mullis, C., Wortsman, M., Schramowski, P., Kundurthy, S

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.818342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.436627Z digest=sha256:a54091ad998f244f145439f68d4bcfe45ee6743d515386020827ffe818f3a5d7

Observation 78181a15-1bb4-4f83-8bea-d9636b82b317 · outbound

This paper cites Zerofake: Zero-shot detection of fake images generated and edited by text-to-image generation models.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Zerofake: Zero-shot detection of fake images generated and edited by text-to-image generation models

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.804140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.440514Z digest=sha256:eea2c214f1a34892c556b09851f1976566ec107757901f0e24d8755bf51e973d

Observation b625cdd9-be99-4f41-9921-500345657010 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Deep unsupervised learning using nonequilibrium thermodynamics

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.444459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.444459Z digest=sha256:89df4516dbd1bb59105d1fc1abc26edbe7d51afdd9861c479114d68792c6a7b0

Observation 1449c415-5cc6-4cfb-acc3-51dd12ad3f4f · outbound

This paper cites Denoising diffusion implicit models.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Denoising diffusion implicit models

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.449187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.449187Z digest=sha256:9f85f1ea96d1f3a8e2fdeb510cc79845594f8715f97162572ea3ba2f3111f919

Observation ded5329a-6bad-47a5-b223-cc992261305e · outbound

This paper cites and Ermon, S.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection and Ermon, S

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.453092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.453092Z digest=sha256:e34460e94a5bd7e519aad4a9bb0940550a7d117c4818f779781bc305bd8a94c6

Observation f5de4a2a-382e-4c61-80b5-92b4510eee13 · outbound

This paper cites Score-based generative modeling in latent space.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Score-based generative modeling in latent space

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.764686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.457146Z digest=sha256:561b6f3f05acd6563161666bd5b057e8165a62991ff23dea43ef51d8637d5f5e

Observation 48169085-dabb-47fd-a57d-a38d5bd0bf68 · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:38:04.750037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.461238Z digest=sha256:faaed2db8cb031c34dda4fe9cb66c49db9fb8bd346398772bf1562b9ea74155d

Observation cff39ad6-62c5-4224-afe4-c6f7701217f8 · outbound

This paper cites Dire for diffusion-generated image detection.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Dire for diffusion-generated image detection

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.736988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.465191Z digest=sha256:cd6a7728cf3d7e0523eaabfc924b29aff5882e52a6fb55b978fd312321d060e3

Observation c534ba44-d467-46ea-ae8b-1ed2ace3de72 · outbound

This paper cites Gan inversion: A survey.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Gan inversion: A survey

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.723297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.469063Z digest=sha256:cc16abcf1c9ce16fa3694166fa468505c403f1ff6cf6d498ca9707a04ed433ae

Observation f9d213da-4bf7-44be-8a6f-4c632d1d7cb2 · outbound

This paper cites Lsun: Construction of a large-scale image dataset using deep learning with humans in the loop, 2016.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Lsun: Construction of a large-scale image dataset using deep learning with humans in the loop, 2016

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.709750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.473035Z digest=sha256:e77d0a51e931c55f2aa77b8e139cf7b548b75c6e0082bcf813066138d23f716f

Observation 3c801f29-56fa-49ca-b17b-7c985bf8587c · outbound

This paper cites Detecting and simulating artifacts in gan fake images.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Detecting and simulating artifacts in gan fake images

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.696306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.477030Z digest=sha256:b56244968d4147204e59144b424708dcda15a2cdb86e4d1517dce280ecc8fa24

Observation 699a5b56-a8df-4e83-9bad-ee91e18a1260 · outbound

This paper cites an unresolved cited work.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.481280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.481280Z digest=sha256:71206fb3bd1423d3004c2b6b00f3cd887dad5e22d5740f9737c14c0cfbdccc49

Observation 71f278bf-9026-48cc-b6ce-1cf9a95eb2fe · outbound

This paper cites GenDet: Towards Good Generalizations for AI-Generated Image Detection.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection GenDet: Towards Good Generalizations for AI-Generated Image Detection

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.486368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.486368Z digest=sha256:2f1f17efc0cd4267a3df813f0a8dc375db286619b2d1913374e90d7a99bd1f26

Observation dfbeecc3-2f58-4a02-bb41-fc7b27b103a7 · outbound

This paper cites Genimage: A million-scale benchmark for detecting ai-generated image.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection Genimage: A million-scale benchmark for detecting ai-generated image

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:38:04.673887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.490919Z digest=sha256:c20a9a28d38064d2d2be4ded535c05bef54c62128f0d0ccab5e31b4636d3c0e2

Observation 878a9639-f688-4c31-b3cc-53e7bb6c7da3 · outbound

This paper cites write newline.

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection write newline

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-08T11:38:04.495260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:38:04.495260Z digest=sha256:9cc9c5ede836cbf09a4e2459d2b058f01dd8fa3fc82f23573faa3d9d7e5ee70c

Pith citing papers

Observation e02ce1d1-0bb2-41eb-825b-fdca1eb14996 · inbound

Few-Shot Synthetic Image Attribution: Identifying Unseen Generators with Limited Samples cites this paper.

Few-Shot Synthetic Image Attribution: Identifying Unseen Generators with Limited Samples Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection

Reference 24

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unresolved
no resolver link, observed 2026-08-04T13:44:09.310059Z

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source=pdf_text observed=2026-08-04T13:44:09.310059Z digest=sha256:622d0057c7c43790b25b2fde7ca6521fa5f41f1732b7d03df6b775487a56bbd4

Observation b5ca06f6-9539-4d25-8e4c-7348def2aa73 · inbound

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts cites this paper.

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection

Reference 31

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arxiv_id, observed 2026-05-12T06:11:24.849453Z

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source=pdf_text observed=2026-05-12T04:30:55.547341Z digest=sha256:39692d7ed3a2820f5a3f07d8c1055b54a3af8a97ebb04d8f82f4a24d3b22e06a