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Paper Citation Record · LEDGER

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection

As of 9 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 0 inbound Pith citation observations for arXiv:2508.04524.

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

pith.paper-citation-record.v1
2508.04524 v1

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:01:46.890446Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

88 of 88 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved82
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3cb6e0a3-f65f-447f-8ec6-0964141f83a4 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 1

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unresolved
no resolver link, observed 2026-08-06T00:01:41.305092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.305092Z digest=sha256:cd5305dfaebefae9c26a8867121e14eaaaa4edf68ede0c1d0ce95b5b370eb88c

Observation 49527e5a-0adc-4cc4-8957-0ecdeb8ab779 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-06T00:01:41.373263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.373263Z digest=sha256:c88688f354312b4761c66df399bcb9847812ce9485184c4d2a55d963fd3b724e

Observation 64902f10-bf84-41a1-bcb8-27a8548fd9f8 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-08-06T00:01:41.456252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.456252Z digest=sha256:2440a48b314a3e2b06910c8a3591f8e819d47429aec342b62059409bfcc32e5e

Observation 9c6a82e2-e328-4081-a109-90a8c30487de · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:41.526882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.526882Z digest=sha256:804c67fc5301d07955bad7eef7bc77572031cfc91ab3c6f540d059d1b74c8e5e

Observation 61366ea0-b483-4019-8749-bdef1d7f942e · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:41.575242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.575242Z digest=sha256:4e4378b03ae1e86e65f5a7896c8823d7f8aa55611b4d15ddde72f174bdadee20

Observation 65d510ca-4d10-40a9-b839-f23b1dd65504 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 6

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unresolved
no resolver link, observed 2026-08-06T00:01:41.659159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.659159Z digest=sha256:2034d5ba6c87e8be6ed76a8261b4880fd35e91ce53de60dc360aa8d8bdae2d0c

Observation fc191647-5036-417b-a0c4-f613634bbcd5 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:41.707262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.707262Z digest=sha256:cfe0df1e7fd63a0f4a83ac84c32ecb8bced815f18ec2e93ed577396e90703a75

Observation 9685357d-711f-4841-92cc-f13f0569d58f · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 8

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unresolved
no resolver link, observed 2026-08-06T00:01:41.794556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:41.794556Z digest=sha256:219bbd0fc062aa739c39512d169cb6406a81ed6d47a11cf537f3685d65a1ba48

Observation 2642d20f-2942-4a7e-8d4a-bc0735eeed8c · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.192283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:41.850777Z digest=sha256:2fc5154ad244eed352e3a57a7b826ce3555e6779be499f11a379eb8c92e1073a

Observation 53ad7de1-e20e-410a-a00c-556c2700b45b · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 10

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raw_fallback, observed 2026-08-06T00:01:48.182096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:41.940629Z digest=sha256:641d1be7c367a7927264cb2f5490f721161fa3d628a00754cf987f1ac77ecb24

Observation ae0bc54b-5128-4733-b2c1-66500ac4ac02 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 11

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unresolved
no resolver link, observed 2026-08-06T00:01:42.014966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:42.014966Z digest=sha256:a71735aee03a5c9790cdb4515d20317a3af0e183919e72c4ba0d4a90455e122d

Observation 50a976fa-d598-47d6-af7f-7feba12b76ad · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 12

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no resolver link, observed 2026-08-06T00:01:42.110712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:42.110712Z digest=sha256:4793ecfbc8c28246e03f0a841c505960bd5f9eb9153a54304c4f46463de3e338

Observation b6f7f888-4b66-4ff9-94e1-c61c19cdbc1d · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.156387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.168201Z digest=sha256:d008a2f5bd22eaabb19b1ac9aa5fe401a9a98093c278ef0bd76ce72a868587e8

Observation 1f852b6e-e5e6-4ab8-b4b6-5681a0fe182f · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.146427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.256561Z digest=sha256:0b9920ae4ba66d0a0f2c28b71ca518eb7939c7d890acd55a28a7abcc4ff37bab

Observation 797d0a98-abe4-4b14-a43e-583e5180183c · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 15

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unresolved
raw_fallback, observed 2026-08-06T00:01:48.136626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.346513Z digest=sha256:f9ffe18e666e593557bdc41c350ee96d84f21d7f7da89c2ce7c4736025753c39

Observation 9987c583-6bac-4743-b2c2-b9278b03b5a0 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.126895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.415434Z digest=sha256:f555e8016a11d382d084a0346fcd0103f94a195771ee0afafd6b3fdb741ecd63

Observation d1d48ced-c544-4444-9bae-5b2a87604a83 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.115396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.538990Z digest=sha256:7ea6b5fdbdbbc6f7ffddc3655a005f6d54b5ec6b85c0572d2ec53c321d312eb7

Observation 47f809a0-f001-4088-92b8-362f2e365f32 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-06T00:01:48.105373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.667367Z digest=sha256:1f4a8279ece8a50d142f83b16cfa3d6c89ffa10f03861f0a7ccd267e079cc721

Observation 4642dde8-6d52-4f6c-b460-55dce7b45dc6 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 19

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unresolved
raw_fallback, observed 2026-08-06T00:01:48.095630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.783405Z digest=sha256:3e182d386954d1bc557540625c9e43e936d6baf7d9b0b488d1ef66ecb58fa4e1

Observation 59a7a239-75d8-4832-b448-7e639f2c9986 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.085652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.871899Z digest=sha256:8a7a5a20f32091434919fb99a764315d82caef679de6725c14e011b6dcf40500

Observation d8865057-a8dc-4596-88a7-2293bad21a0b · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.075330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.974724Z digest=sha256:a798c9efb7bb9f7b85528bd4bb1d6bf837a8f35625d8d0f9be7b693eb26330e8

Observation 712551fb-2b53-4187-85e8-d9dc64e75a8e · outbound

This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde- Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde- Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:01:48.065316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.086637Z digest=sha256:96789c5c5a4f9fac83ce0e8f0731bc4b463246f0fd3ee21637879571add783df

Observation 199b6904-31e0-420c-ba77-ede579f0c4e5 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.055175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.138638Z digest=sha256:8719b567b97c43c80d445070fcfa359880f94fac3cc414d88f43eb22e3aa167a

Observation 51cd9301-1517-400f-9bd9-a0e0b5fff666 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.045023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.272780Z digest=sha256:1ae4373cc157556a5d54d22f52654aa4f498b8b4ec363058efca5f43f2a17c77

Observation 8dcbd7bf-cec8-4e2b-b5cc-368fc0aa832d · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 25

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unresolved
raw_fallback, observed 2026-08-06T00:01:48.035366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.333316Z digest=sha256:5ae3db28d20ba1a491137ab9cc2b6624133fa9dc5cbe6dffbf1848d55de68ad2

Observation 3d290254-e7ec-4913-ab93-a479d7b7c7e9 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 26

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unresolved
raw_fallback, observed 2026-08-06T00:01:48.025550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.439703Z digest=sha256:a3664ddde2486ccb3dc07670cc74d599fbda5b314c343f637bf3a4af21f73236

Observation 5b27d27a-d76a-4907-a4e1-e556c81decc6 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.014424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.549825Z digest=sha256:c1cebb0d060cb1072ef2718f751b1384780f74052a7313dfedf196663e1892ac

Observation 94f20736-0bd6-43e1-a8b8-6eca66e7b0ac · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.003498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.674197Z digest=sha256:477e1ad88b7b01fe3a3f0201db3335eb8be60e07e08c0b72e29c22d59cc4495d

Observation 9304835b-fc65-4f1c-a93a-11ecabf82b7a · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.994164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.838814Z digest=sha256:3baeb8a0a4d8552b2d5606897a0d04d11930de38f23bd7dbca81d9e064cbb248

Observation 61b45bea-1ba8-4291-b483-8107ef18e8c0 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.984648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:43.995950Z digest=sha256:b2b0df47fd7bf4865df3e7f492ae66ab4ccb3afaa7bcb71c47219133b2081769

Observation 126ce1a1-43ba-4187-9aa1-1accd7de4e85 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-06T00:01:47.974200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.135072Z digest=sha256:fc8682b4c24b9b476d86ad3e3a5ea0f781c0aad912143931989d31c62a04004d

Observation b86b56b6-ed39-404d-bad0-bb307ae664ff · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.963639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.286123Z digest=sha256:b712dbe8d380546ea863e504de4028c6330ad3f7e55a6b5728de7e748053c639

Observation 46d3b86b-70e0-4c71-a75f-68a06c505060 · outbound

This paper cites Le and Simon S.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Le and Simon S

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:01:47.953287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.362633Z digest=sha256:1a396be49bd71ea6deb7f531a9b7674599732bba19be3f4560b161fa59fdfef0

Observation 701fae32-9392-414a-962e-ce8fabe687b3 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.942898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.406180Z digest=sha256:a2c2fcb2a903d936f94cac36ba41d459e63607364af7111d5be89621f1728d6d

Observation 49d65524-5ed3-4543-a742-4e80233b8a9d · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.932318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.471330Z digest=sha256:9fa5dd6e146e1bbdac23025d08d236c996b1b1c920e78b37bb6102a01fabd7a6

Observation 39e16aae-c05a-48aa-bdfc-969b6b0fd86a · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.921784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.544831Z digest=sha256:2832b82947d6bc99a1d6320868b486917d26a028254ab695084ec8efde069a0c

Observation 16ac25c2-c205-4035-84f6-0aa2ef722bf8 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 37

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unresolved
no resolver link, observed 2026-08-06T00:01:44.723145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:44.723145Z digest=sha256:dc3c4deabc598f84ec2541824e1b92a43f2f985121417e3a7e1ff3412a645493

Observation 06c3c11b-0bc7-4d02-8e31-22feb9d8fcc9 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.893458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.776499Z digest=sha256:f8e7ad617304c4a6c25656b1ad66d4855fe01fab4198654995df36675e55455b

Observation 98e8d81d-cfee-48b3-a32e-d0e93748f497 · outbound

This paper cites Lawrence Zitnick, and Piotr Dollár.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Lawrence Zitnick, and Piotr Dollár

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:44.901246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:44.901246Z digest=sha256:e023080c8ddb63ba9c2a67a096937fb63249532301174404f26e052d474f8d3d

Observation e3560fbd-86be-405c-b26b-f90b3a00fd98 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.865526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.101005Z digest=sha256:ca5ce091b608aaca5644e79c296e40265676580ce4445ad041de868a86448942

Observation 374dc8cd-4eae-4f1f-8c85-26313fcced41 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.856056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.212764Z digest=sha256:82c60c015c5988bfbc8d4cc72f54437cf10fe0ca0e22f5985420b1dc8e7cd421

Observation 5757809f-7321-4e9a-bc5d-1f99c6f71eb0 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.845900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.300740Z digest=sha256:7982002a4869795c8dbb3cdbfa8afe5aa25684fa809f71246641a1432ca1c2fe

Observation abca5dde-da7a-4665-aec5-6fb3d50bcf78 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.834890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.382909Z digest=sha256:e41a7559da98964ecc67b9dd49b3ee9174efe8ffaaa3ea411e80a94a3b9d2ec8

Observation f3498bbf-d648-42ed-99c2-af4a9632e787 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.824657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.479737Z digest=sha256:6dbc4e0bb01dbb607a3dc15312ddff50498db8c15ef60336b464564fd1251b32

Observation 7d743689-ec29-413c-8db9-a5b4f3999626 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.814146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.596043Z digest=sha256:44f6a7814245e504356f0d3221ec4c376d31bf01b390c576dd893342ba1f491c

Observation 52e83801-68bf-4476-a22b-8d6d7f4b739c · outbound

This paper cites Midjourney.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Midjourney

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:01:47.803232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.704775Z digest=sha256:c9033a1beb5c816c77a861c20ac9772d640709ab3709fece92313c3923647b88

Observation 0214f81d-f465-4325-9dd7-d1fd741b326e · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.793491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:45.822844Z digest=sha256:2cae3f82f022c2280e9dc2b53e39f6a362932105a1a080a724eba3a42e9ef166

Observation 56dbcd63-839d-4273-88cc-6ef6703e9040 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:45.928939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:45.928939Z digest=sha256:20c5432371f8997e874c86c7fa0360440e9c5731865b0993aacb3fea17f5bd1a

Observation 8fcaa6cf-b607-418e-9201-6c75d7e3f6cc · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.777526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.042801Z digest=sha256:cc6b4aac920c9c8ab5cd0b36dbc6e810d4e365110b64d5eb7f497d540b89f6ab

Observation cbdc752b-c238-43a8-92bf-183ce1ac14c1 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.766778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.189340Z digest=sha256:f317913f13b524696cc5bfa984dc93e413b365ca97033344049a6679da45728e

Observation 50871257-cad2-4702-99af-519d09fadfc9 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.756547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.262252Z digest=sha256:013bf066c4cb8a72425aea34b725663f4f282e56edac06688e28552fca6d6a97

Observation 63748129-d34c-4e8d-a7e5-299eb6f9eb07 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:46.419675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:46.419675Z digest=sha256:ade498547d4e063d5e911f4b29b0bb6eab8d32de7e04dd043e6b7e03b2a1dc7f

Observation 1afd1c00-a73a-47c9-a889-253b22a29dad · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.740680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.497205Z digest=sha256:97ab5c4897bcd2826473155552deee3a6bd0ec61b0ccb10614f189ff4a48a79d

Observation dc9c401c-0358-4cce-b59d-95164f32a1fd · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:46.608036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:46.608036Z digest=sha256:22d0b9c936fb9782f56c1e46134da22f0b0d9eba3de51cbd5b9f82d0086097aa

Observation 23da4273-d495-4402-80d6-627345f08bae · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.714381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.799373Z digest=sha256:a327492b7268fc50a185c7a050e3a5b9e89f7c89882a2c2939829eda87ba9d58

Observation 887a97e0-7863-4433-9df2-19b98cabbc16 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:46.803697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:46.803697Z digest=sha256:ea50be2a96edb8902ce8ccb109ef92e207d108bf3ef306a07997124ab26ab39b

Observation 75509d5b-0bb8-4bd6-b3c5-830f57cafef5 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:46.806957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:46.806957Z digest=sha256:0a1aff9a54655bc15946dfc89a8b68abc341bf4137a70a80349fade2f6e2b73d

Observation 63ff14c0-8cca-437a-8abc-bd6a0480c5a6 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.680949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.813826Z digest=sha256:7f76afa70250bbc948eb7649f698c7d8f33b9c8714b7df2e65b4bd28b29141ef

Observation 8f4d438a-812c-4017-ba1b-7278037acb96 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.669841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.817221Z digest=sha256:f424048f30f250687e1ba3b53f418320f98d03e2d716697e18364d01a945bb4b

Observation 46866089-6298-4def-89d8-9be68229cd8a · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:46.820585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:46.820585Z digest=sha256:26964cce03d68489a9e2184ee92dd3194483c3e3175514bb69d7f9c563253425

Observation db0ea7ce-64d6-4209-904c-9c8f47ed6300 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.651491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.823377Z digest=sha256:e18cef28374fda7a36e92c3ca38b15da536fc84784cb290852c57301e8d73114

Observation 21ebd9ff-1b2f-4c62-b2a4-70fb85a27d4d · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.616077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.826726Z digest=sha256:c814bf4630c9a0f7a52a05005446c7af53cdd996c8aca3f7e223dd0d0ec0492f

Observation d003e8cf-92fb-4898-8512-f13bd4f8679b · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.451203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.829885Z digest=sha256:6b6b7749cb0fe9428252dc6c7dda4f846006f1af73f9568e93d8209cb3c7e649

Observation b93fc865-e49f-40ba-8069-46ad593bfe7a · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.214605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.832655Z digest=sha256:5bd215299d9112c2438a914a2d13d5c84e9cd955be1b0435f79ad986cabb622f

Observation 4e2708ff-98e2-4a71-9d31-a5079d9adc39 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.140184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.835755Z digest=sha256:daca7def1777340c18923e8052f2dd1fb80795b712339fbb387d0218d7f87729

Observation 71fa9dd6-b00d-4277-b041-36234db31034 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.105873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.839214Z digest=sha256:fb0dcf77f71058b07a617374fa74692d6aaa038d7e3142db316289c738b3d4f6

Observation fe44d7c1-4bfe-4a90-a02d-3f0767252f5b · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.095704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.842184Z digest=sha256:d4a884fe47179f392a31e606456100124b9d91a51d648011ef8f02cdad3d8f16

Observation 54bf9a50-c62d-4533-8b74-75269e25a4e5 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.085575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.845017Z digest=sha256:f3b3ec55e85031f49b68a2621a553551c49b3df079da84cc5db962a7a50430f0

Observation 538f089b-e03a-4d85-80eb-ba499708c406 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.074406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.848432Z digest=sha256:ce6b2453dbd6829c3d653f8f6beaa7c8c0ede22499a4ce97d7b0699ec9787b9a

Observation 78ea745e-bc38-490c-abac-cff0a28fd337 · outbound

This paper cites CNN-generated images are surprisingly easy to spot... for now.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection CNN-generated images are surprisingly easy to spot... for now

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:46.851079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:46.851079Z digest=sha256:90e7caf2fd9b02973d2fe95888a8997625f32a82414716b0eeb43daa07c83deb

Observation 5c92b944-6fbb-4c39-87ec-a0ea4511e401 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.063094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.854492Z digest=sha256:a183352f208c1391d56a4c76176228e021cac32662b4424577069fb21963c8ff

Observation 825f447d-201c-485c-ba0f-b024b122a9e9 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.053494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.857261Z digest=sha256:cead73dc4cba360f087e9dd56bc9067f057b480c0b1c7d1f455ce1f2dd100eb7

Observation 6b0f8c0c-1d21-434b-9984-7663f5fd9690 · outbound

This paper cites Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, and Duen Horng Chau.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, and Duen Horng Chau

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:01:47.042499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.860136Z digest=sha256:5c8e27da70b15474435735f0c5a64bcb76e6364b22720f2f64d2befb26f96da4

Observation f1f2f735-9ee9-41fe-9ff5-50c254825d49 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.031824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.863204Z digest=sha256:459f6e7f944cc8d6a04426cb7d2d410f6cc95512c123e3820f0aec9ee90e30fc

Observation 82500d31-46f0-40bb-88b6-10a4595e2caa · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:46.866203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:46.866203Z digest=sha256:3a28aa0c5a0e9d29ed27b7d1cdd832b79ce770e6b83bdc72c8d9510d0faa4b01

Observation 985c6284-d42c-4dc6-ba38-2751a953974c · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.005015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.872377Z digest=sha256:dddc06c466d29ce1c4db3edce2b992c23c02614bcf5bdd92674b1a02214926b3

Observation 5134d278-3c5a-42f7-93ea-37dd1b2535ce · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:46.995028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.875196Z digest=sha256:213cf2bcd61faa1e0a238705b7fcb30774fa0b0ff6ad50a9e7d786d88187a408

Observation 517c6e2c-a157-4224-a8eb-7cfec04e4f21 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:46.983874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.878642Z digest=sha256:562f8cd7b400b3005c6141fbe6b25069d43fbbec36e2db4eaac7a015339aaf59

Observation e0166f98-bf1a-421b-a0af-9d1ea213c9f7 · outbound

This paper cites Hockenmaier.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Hockenmaier

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:01:46.973903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.881549Z digest=sha256:7bb77d4e2157142e3a479185532cbef872029e147f15e1154d6de4e8833dad14

Observation a8ae1e10-66fa-461d-8cdd-12197ed4034e · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:46.963980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.884544Z digest=sha256:fba6732c6624d2e416d23cc6aa0c52ce62dba57f59055b3e9ffd94e869d7b2b9

Observation 532e87f6-4ef1-4795-b948-4fa8e38be5fa · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:46.953525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.887393Z digest=sha256:baed0b90c01b604219d1ce0eb6e3598596b8c6b39e9581226898d5ee5a3ec8a3

Observation e10cd69c-e6bf-4bf8-ad97-2aeb365dbfc2 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:46.942479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.890446Z digest=sha256:5352da787420eebcd9b7bd7aa37fb69a69192d780957bdb3b0b84bb5b024c1ec

Observation 1ea6b150-224b-4cd9-82d3-57b9132675dc · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 2015

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.875450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.990025Z digest=sha256:6f0177d094e4291c2c8f661e99988042c14b25173dbce9311ce51562813d2286

Observation 08ab7465-1d94-4dd0-b40c-5006852a3b0d · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 2017

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.691204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.810718Z digest=sha256:1668e1fb2a85c929a645850b13c0ee743c87a84ed41c861ab6c6f119b65750f2

Observation 37c43cbb-6a13-4881-acb9-83ad51c381bf · outbound

This paper cites MM ’25, October 27–31, 2025, Dublin, Ireland Li et al.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection MM ’25, October 27–31, 2025, Dublin, Ireland Li et al

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:01:47.724384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.714871Z digest=sha256:81a2732b51172f6369704af5382d09088e2d6c3edc04b77610a7bc821a1952ba

Observation 95391402-aec1-46bf-8926-b1ab886e46ee · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:48.165696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:42.105634Z digest=sha256:e5e807f71b4343febdb67f67bf30d1fd1d585e87190ba9bfccd53d7f23d77193

Observation 5170c505-0cd3-4a2d-b157-4904fd10ef72 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.911531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:44.603376Z digest=sha256:2762d4f0633971e136d3c9d9b1221b5af14704c78f40ba4939b6ea7c5fbc96f9

Observation 7fd11e0e-c5fb-4f63-b166-29a173bfee91 · outbound

This paper cites an unresolved cited work.

RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-06T00:01:47.014748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T00:01:46.869400Z digest=sha256:1f736010c978162205db5ca13ab5e69ef26755d09fc72aa7932729dc3c1e3b8b

Pith citing papers

No inbound Pith citation observations are available.