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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.205810Z digest=sha256:4b90c2ec871f4bf2977cac13b172e8e275beea33e7ded4ea34d33e45cececb87

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.211036Z digest=sha256:329562836ad5f561398a5e07b1cfe86797a2a5d369cc0c778e9a6fd18d4f3676

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.216156Z digest=sha256:6a3983c152fbe2f19b92e02a455476f6b55962ca0ea8c98c79ea73964f6436d6

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.220835Z digest=sha256:a25b49662639bd531e507b3899b8d7aa0f633480d27a0630ef4c95a3426c4835

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.225325Z digest=sha256:702170de7cd4b0962a0b8ce5862326403ce20723506eb2c4c86ec26bc472783f

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.229800Z digest=sha256:106a698fdf4a62e645fba1caccde790dbc8898f5ad00a765381797d4e969b7fe

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.234663Z digest=sha256:e921779bb07faf844efcef1289e1eadfee0f108541ece633ddcac67910eb7453

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.239193Z digest=sha256:9fc656a731fb81a65b7896ec957ea8792536e7e14b07860faaa353bac422c497

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.243468Z digest=sha256:cb4227a9dcb025929bdcff4a66de72a7a3de1eb0c1f32f47374f90764c349708

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=sha256:4ecfc0f1c87f869cf120dfea8e428760a19206bc20f4f1a8b072c37bcbdb9c30

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=sha256:20e536a897f5b985022b0cc9cffe687634501f275eb8cecb34c17d4f5d674d34

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.256110Z digest=sha256:af66736720a4e02e6e5242a5065b9e206d1cdb2a99c7cac748a536e67f3b22d1

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.260331Z digest=sha256:66a122275881f82c2f095b4e9211e282aff195642f390f6d8c4c356c2712ed6a

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.264270Z digest=sha256:5e20532f2c699a5d479be08af22662ff7910112f038162b69fbd8f0143630e73

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.268168Z digest=sha256:212e2398e7e973d36994da0a0e0ee38a0e1820a5fb217205ad027f758aafee67

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.272010Z digest=sha256:baf4fce554af49414024a59ddf224c533f13ed464eaa30538be0921d13b2900d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.275832Z digest=sha256:2c79c5ea1d033357c2d48b4c9dd0cac663dfe27c403ceff313a8a59e5d3c3272

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.279760Z digest=sha256:627b830fbdfbd36c92ee8df0802f0891a5054f0fc82a610639782e14bc5c114d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.283896Z digest=sha256:75047584c10cf38fdf9ac5e982fab3f90c4b111642c22a1b1188a12169a5f087

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=sha256:3f96b1f8eee3fa5bbd4fe7d9ad58144f26588b6a0653d13744b3b8a02dedb491

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=sha256:50d8177fdcaa7d47ed6b52974a60e09bc83f47dee453d6f008b3162be1b27844

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.296321Z digest=sha256:2cd6cda067aa683f452181dcaa5746827eade7ae117b7f0ef95ec1e22be17b31

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.300345Z digest=sha256:0a56f1be7e37142faaaa852cd1a91123e5e79dab500c153a233ae5f87081d488

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:aa4c5c3354168deff766313cbef36264d96da17e46667a73b468d01d6656b616

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.308746Z digest=sha256:17ce26d3955bb3c77d4393c8b90b3814449195d381bf202521cd84854e6dcafb

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=sha256:12427deab215c837423e20e17aae4ce965422c58091047299e12f44f77798248

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.317107Z digest=sha256:00f3cde85959e8462ee279238907f48c1f38cd1505ae3f0126ab88b05cb12680

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=sha256:02b7495c9599ce224970b5c14df3d307e17bc0ceb66572702f28d1014e9a6c28

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.324993Z digest=sha256:9e3b709a3fe76ac67a3d18df202770bda6efb9e2c762a33f5a9245fa6f4a1560

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.329084Z digest=sha256:d3294428023eb3cedf4b1278b09993bc0cc3b5e3f82f64767774e02100eb243d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.333077Z digest=sha256:e4d6e581f1e89d48b9f3578bb9e0f75e043514354501afa8260a5ce3147b01bf

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:de2e5f15ebe7e9a585fc454b26a6d23e67d3f7470696e9858454e710282f4889

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:b9889fe9b1b2e72736bcd63eb92a2d7293d780392b3bc7bb0a25c3bbb29b1cce

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.345484Z digest=sha256:a55d219f66ebcf0ae977225a86cc3b4c33d20e2c81bd1b5eaed894e9772a5114

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.349515Z digest=sha256:cafbbe002a94e55001d9a91244e9132f6a438947f3ba5545b9f1f1503aba032d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.353457Z digest=sha256:c0cb230fb5c19a0e7bc04b1b7e57ff6a6675adcc677f1f8c08b7d9decf18a86d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.357596Z digest=sha256:e57149b842ebf4a8de56c2a6cadd86c8963006292889b830a2aa0f3c35368958

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.361692Z digest=sha256:b5886619ca28d50267105c7b4055647bb7ee8610f86cff702cb744e168ec4265

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=sha256:9794da165ae741f50d33daddb80adf96afe3c1fbc5d698d23d2d0a5d440d6179

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.370476Z digest=sha256:b1b296655c38c016953e0a776c69680f2a85a86f1a81bdea55b4ab88ef375d38

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.374612Z digest=sha256:2443adf26ef3e17a4c68e44da48f8727d0081e7b0d36ed73ce9b15020cdcafb2

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.378859Z digest=sha256:bd62d7af4ed529238b9a427c52345a6f593e8d00db3dbcda8773dd8a781375de

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.383109Z digest=sha256:3e1466e20678fd6fcf3cab6acb6eb96bcb5af440384a4dc34f192610e20665fa

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=sha256:6af7eb136fd97714c2e0559534fd25dde61e48c2b9bc5421ede2b78b4a8d253f

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.391074Z digest=sha256:331dc1e7c25fcb34dbd85d69704e6b7ebea20e83bf9c07aca19da8293a5911bf

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=sha256:248bfdc38043131662ee50999ddac9e0c29bf46a56230bc311f883cd75d53e68

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.399510Z digest=sha256:7130a11f3b9414f9b13aef6c30e21afb9f2c996645a6e9ce1c90606ae6ce32a7

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.403615Z digest=sha256:c494278f9c2593f1d4b4d333b4b02aeebcb5e03c99ce2eff967f3a45177f4353

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=sha256:38b0046ca997e30da4f760ebd5aa2024857c4ecda8de2d1da8d63c9493db8007

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.411760Z digest=sha256:311dcb8fe8d102525be8ddde82feba918092c08af0f23c475b1c63f9fead4552

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=sha256:20470cb7086dc56c3c0d0fb19711ba09e5aaacffa3305915f90f233dc9620445

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=sha256:76bbacc4c74783ee80b1850b838f586fb99745e1d23cd785d546aced4947599e

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.424677Z digest=sha256:d310e371486ba4ebb892c5d4ba82957218597b92c6c56e712ebe318422f98848

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:a0645dc5604462d05a7449643ce1a1ba2d0e4849fd3be694923bcf5c75f71eae

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.432737Z digest=sha256:31bb0ade5286cd2782a5ed722ef80cc5315bd6748c4ce8f558b4949e55096dc4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.436627Z digest=sha256:046b40f39fe21155a8e12d11118f2cff405059f0236c4025f3af3d954dd174a8

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.440514Z digest=sha256:b380318941a98343a9bebe97a3e59834868ba38c2a36f2862a04b3db96cf4b95

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=sha256:4a41ab811743f854006c18f02a602d7aaf9de4b4de08838d6e8322cb1e826d7b

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:bbda2c297f6a4f19b77b4360a059bdde2ca7f131cb01c9ad796e99739b9e4097

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=sha256:3c8a2deb0e2a3383a8da4866bedcd56b1db0e8432b87b0859d4cc5b78bd47f1b

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.457146Z digest=sha256:6e429be2681f31027db3cfa584b7a79e965360086ad7ee4fa90270484239e44f

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.461238Z digest=sha256:e3218bc14fd1ba05ec722d62e8f5a1ed6b60d1ef0cdef0976a1495aca0ddd9d0

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.465191Z digest=sha256:b6bce64a8e6f73a41e69af700eb2f65bfaaf6a48333cc237e8a956bb6f12bb6b

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.469063Z digest=sha256:afd1172adf93a33332fea3e5a12072a406a69258b8a208860cc8fb1e09ab1076

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.473035Z digest=sha256:d8342e6e767d937dd469139b2d06e38e9053565ed4798ba276b38a3c2abcc31a

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.477030Z digest=sha256:446ffc6c27b30fff2917dd0454b5add329cc3f53f5ebfdade0bfeac2d01db350

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=sha256:5df7cfe6dde7b8dcac54e6115b2325f9d4c8ba1c100e71eda8d7cdb27b399ca9

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=sha256:64ba7f98a421d7476472f3baad2878d0069fa554e821171dccde1fe43c28f8b1

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T11:38:04.490919Z digest=sha256:f130133574c8d763baa4573c143a8bbb183ad63dce70b7d4b602aee3c78c3b83

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=sha256:2e60b735d68e415f926aa68ebcb3be1bbe7acd0b256250ea966dd274878c6607

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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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=sha256:88ebbf8c651dfc3e82d372c0403e3176dfb24e62444bbb2998f9dccfbec4de40

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=sha256:09af5ba4c59dbc23bee13b9de1534164758e9542a4cf329fc7c2e473c972e3de