Paper Citation Record · LEDGER

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification

As of 7 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2508.03967.

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

pith.paper-citation-record.v1
2508.03967 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:04:13.363499Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T17:02:08.798342Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T17:03:01.243346Z

Reference resolution

55 of 55 outbound references displayed

verified exact1
verified fuzzy38
unresolved15
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8700c84-20e4-463e-aa8a-9b281332eb5d · outbound

This paper cites Create with firefly generative ai.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Create with firefly generative ai

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:21.095960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0ec0967-d1b5-4e27-a386-7154c1493074 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:07.010896Z

Source-reported events for the cited work

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Observation db83a05c-360c-4ca7-8404-27a25b4b790a · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Large scale gan training for high fidelity natural image synthesis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:20.878277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7375e3c-a396-4d06-a8d6-3f014ce3633f · outbound

This paper cites What makes fake images detectable? understanding proper- ties that generalize.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification What makes fake images detectable? understanding proper- ties that generalize

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:20.636868Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a368a38b-83e6-4125-a648-f03a2cd6dbdb · outbound

This paper cites Antifakeprompt: Prompt-tuned vision-language models are fake image detectors.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Antifakeprompt: Prompt-tuned vision-language models are fake image detectors

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:20.430962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1594ccc3-49ea-444d-8b13-c2c432155bde · outbound

This paper cites Learning to see in the dark.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Learning to see in the dark

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:20.217583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54894a2f-8d47-437e-9a71-c1afbf496431 · outbound

This paper cites Photographic image syn- thesis with cascaded refinement networks.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Photographic image syn- thesis with cascaded refinement networks

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:19.992028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc25d8fa-24c2-4d52-91fd-438fa95e4a69 · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Stargan: Unified genera- tive adversarial networks for multi-domain image-to-image translation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:08.123969Z

Source-reported events for the cited work

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Observation 4d91f12f-e2f8-418c-9c5d-2c660c9f1b36 · outbound

This paper cites Raising the bar of ai-generated image detection with clip.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Raising the bar of ai-generated image detection with clip

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:19.796400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9400555f-1b55-4b7c-8b16-4129513f2b38 · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Second-order attention network for single im- age super-resolution

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:19.617063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 45a63641-b114-49f1-9aa7-e20e67f52b76 · outbound

This paper cites Diffusion models beat gans on image synthesis.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Diffusion models beat gans on image synthesis

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:19.485670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08776a50-92c4-4d8f-bb48-13acd2bfc4b2 · outbound

This paper cites Generative adversarial nets.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Generative adversarial nets

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:08.622653Z

Source-reported events for the cited work

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Observation eec42d91-ef54-4c07-befc-c1f4740e7a2a · outbound

This paper cites FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:08.731557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be5525a0-1eca-499f-90a5-e20b5c256e82 · outbound

This paper cites Synthetic face discrimination via learned image compression.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Synthetic face discrimination via learned image compression

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:19.334152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aeaa6e0c-f7df-432c-8d78-712798e27b10 · outbound

This paper cites VideoRAG: Retrieval-Augmented Generation over Video Corpus.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification VideoRAG: Retrieval-Augmented Generation over Video Corpus

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:08.928124Z

Source-reported events for the cited work

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Observation 95be05a8-18af-4849-bae9-3089bdad6599 · outbound

This paper cites Bihpf: Bilateral high- pass filters for robust deepfake detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Bihpf: Bilateral high- pass filters for robust deepfake detection

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:19.158831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b032f85-b92e-4b5e-9cca-ac06de01281a · outbound

This paper cites Frepgan: robust deepfake detection using frequency- level perturbations.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Frepgan: robust deepfake detection using frequency- level perturbations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:19.007289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b3b5129-89cd-4b6c-9df5-d683f7f02913 · outbound

This paper cites Fingerprintnet: Synthesized fin- gerprints for generated image detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Fingerprintnet: Synthesized fin- gerprints for generated image detection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:18.833707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 325388c8-c926-4025-8a97-543d0648d678 · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Progressive growing of gans for improved quality, stability, and variation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:18.659079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78ca9f10-51a1-42b0-8783-2ad1e212568b · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification A style-based generator architecture for generative adversarial networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:18.479513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef2665c8-c28a-4364-8f8c-1d3eadcdfd02 · outbound

This paper cites Harnessing the Power of Large Vision Language Models for Synthetic Image Detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Harnessing the Power of Large Vision Language Models for Synthetic Image Detection

Reference 21

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Source-reported events for the cited work

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Observation 00520488-2b65-4b6f-bb64-9d1747f93fd3 · outbound

This paper cites Bi-lora: A vision-language approach for synthetic image detection.Expert Systems, 42(2):e13829,.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Bi-lora: A vision-language approach for synthetic image detection.Expert Systems, 42(2):e13829,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:18.306940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab4c82d3-81ca-4b3a-81f6-2e823791cce6 · outbound

This paper cites Leveraging rep- resentations from intermediate encoder-blocks for synthetic image detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Leveraging rep- resentations from intermediate encoder-blocks for synthetic image detection

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:18.027019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c212362c-ca8a-4713-a574-c1c652045b62 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:17.610701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e60987d7-19fd-425b-8ca7-d675946e4970 · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Diverse image synthesis from semantic layouts via conditional imle

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:17.315825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce495132-a192-4254-b0e7-e6c0f737fbc7 · outbound

This paper cites Visual instruction tuning.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Visual instruction tuning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:10.304104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9397f6c6-2a49-4e30-8905-6918acd053b4 · outbound

This paper cites Forgery-aware adaptive transformer for generalizable synthetic image detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Forgery-aware adaptive transformer for generalizable synthetic image detection

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:17.178974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee66a80c-e74e-4b17-8835-d5cfb802699c · outbound

This paper cites Midjourney v5.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Midjourney v5

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:17.046838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ce12810-cef8-4ad1-84c7-e4a6e8381ad2 · outbound

This paper cites ClipCap: CLIP Prefix for Image Captioning.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification ClipCap: CLIP Prefix for Image Captioning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:10.551418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d344a66-5f6a-4384-9c62-205772ddd8e7 · outbound

This paper cites Detecting GAN generated Fake Images using Co-occurrence Matrices.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:10.675782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce486e4-41e5-40c5-8411-9cca1b760aaa · outbound

This paper cites Glide: Towards photorealis- tic image generation and editing with text-guided diffusion models.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Glide: Towards photorealis- tic image generation and editing with text-guided diffusion models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:16.931291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4cb92249-b0f8-431c-9966-c54dbb47f69b · outbound

This paper cites Towards uni- versal fake image detectors that generalize across genera- tive models.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Towards uni- versal fake image detectors that generalize across genera- tive models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:16.733743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3623e61c-c77e-427a-b1cb-ed543a31022f · outbound

This paper cites Dall-e 3.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Dall-e 3

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:16.574923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 565aa383-9eb5-4a53-8232-9ce40ddc9af1 · outbound

This paper cites Gaugan: semantic image synthesis with spatially adap- tive normalization.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Gaugan: semantic image synthesis with spatially adap- tive normalization

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:16.248689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ac817755-334f-4fcb-a0bf-6e1c06c3b91a · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:11.311810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1663abd-8c65-4013-97e4-caf4ef0cc713 · outbound

This paper cites Thinking in frequency: Face forgery detection by min- ing frequency-aware clues.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Thinking in frequency: Face forgery detection by min- ing frequency-aware clues

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:16.127686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e600f24f-40f5-44b5-89bb-470f8728e3cd · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Zero-shot text-to-image generation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:15.977182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 152df6df-23df-42f5-aa8f-c7b43d058f35 · outbound

This paper cites VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:11.566643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1b34e7-96e8-448c-be34-db98c22fa617 · outbound

This paper cites Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:04:13.635027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fc76b96-264c-407c-82f2-cc1ed832f52e · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification High-resolution image synthesis with latent diffusion models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:15.790607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0faf016c-b80d-4dd8-adae-7d42a8a8604a · outbound

This paper cites Faceforen- sics++: Learning to detect manipulated facial images.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Faceforen- sics++: Learning to detect manipulated facial images

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:11.907442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b75edb7c-c372-4f81-852c-b44c9d3842ca · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Photorealistic text-to-image diffusion models with deep language understanding

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:12.020443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 845eeb97-665f-4c73-bca7-5bf003d7106d · outbound

This paper cites Stylegan- xl: Scaling stylegan to large diverse datasets.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Stylegan- xl: Scaling stylegan to large diverse datasets

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:15.643898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70c5dc53-62fa-4b6e-adb0-ff2390c8c9e6 · outbound

This paper cites Deep image fingerprint: To- wards low budget synthetic image detection and model lin- eage analysis.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Deep image fingerprint: To- wards low budget synthetic image detection and model lin- eage analysis

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:15.446620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7675fc6-5cd6-4805-8ec5-007b57f546a1 · outbound

This paper cites Learning on gradients: Generalized arti- facts representation for gan-generated images detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Learning on gradients: Generalized arti- facts representation for gan-generated images detection

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:15.287522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9c2fc92-28c8-40a0-bd0c-c92846d558ff · outbound

This paper cites C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:12.526094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a927b9-476f-4e7c-93a4-77056c2c1937 · outbound

This paper cites Frequency-aware deepfake de- tection: Improving generalizability through frequency space domain learning.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Frequency-aware deepfake de- tection: Improving generalizability through frequency space domain learning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:15.078453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e7c6daa-7523-4f76-b0b7-6e8bb69e268c · outbound

This paper cites Rethinking the up-sampling op- erations in cnn-based generative network for generalizable deepfake detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Rethinking the up-sampling op- erations in cnn-based generative network for generalizable deepfake detection

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:14.897706Z

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Observation 06218b6a-4c09-4ff5-b7e4-93ff24914394 · outbound

This paper cites Milvus documentation.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Milvus documentation

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:14.691910Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e5ad2dd-8b32-4c34-a105-4b4d11f10e52 · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Cnn-generated images are surprisingly easy to spot

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:14.515379Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0adbdfab-7d3a-4e17-854c-6b61494e2647 · outbound

This paper cites Dire for diffusion-generated image detection.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Dire for diffusion-generated image detection

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:14.348189Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57369c52-1a76-460e-baf8-6835529d936c · outbound

This paper cites VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:13.119282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9cfb8c0-10ed-4b80-acbf-3174ab81cbb5 · outbound

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

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Detecting and simulating artifacts in gan fake images

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:14.168785Z

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Observation ec9d8c32-2373-48b2-9c20-704bda1faaa8 · outbound

This paper cites Unpaired image-to-image translation using cycle- consistent adversarial networks.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Unpaired image-to-image translation using cycle- consistent adversarial networks

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:04:13.967526Z

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Observation a2472f8f-a179-47a1-a80c-feb66bb7fbfd · outbound

This paper cites an unresolved cited work.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Unresolved cited work

Reference 2023

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T01:04:16.395295Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 0d84029c-5a7c-412b-b041-95b6be27a9fa · inbound

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning cites this paper.

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:03:01.245124Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.