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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:41.850777Z digest=sha256:9d9d748defa94b22eb30c146d48effbe08b172dbb8a0cc2d15db48a72bef8b2a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:41.940629Z digest=sha256:379a7d98a0f24635b3c033546ae44f635a2d330db87cf3e210ea1cd7a05947d3

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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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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.168201Z digest=sha256:7fc58b4cd8f2361100bd07accc66aec9f7ce26aa0049b3a20e8ef58ba6727c49

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.256561Z digest=sha256:1dac4f7f035ea3683800a4d5c4d860a56c1f78fff1c8e76d7b61273e95cd79f4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.346513Z digest=sha256:2125e5f65317d2ef0c3837801ce4e9f3673c3348632cb38dbd75d74ef6ab558f

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.415434Z digest=sha256:4ea09e220f0cfe34b67face163eff33c2c73362a824c80e9785d9aecf1f1de0c

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.538990Z digest=sha256:9344fdab7dcf8256316cdcb19f7d88369d8c00d2c379add2688adf9a9dafcd9c

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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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.667367Z digest=sha256:5a09e22d75b01ca5e83cd95407b9397e13429ee3632639ad2da9ad97eacb134a

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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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T00:01:42.783405Z digest=sha256:fe9c74e7dd67d433501b0aeb5fc220106026061405294b119ca4a364249ab9ec

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.871899Z digest=sha256:2d697c21c80651042d9540043bb00bae4d52a5695e363f4823a144c713b92097

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.974724Z digest=sha256:379837f72f92b409d80f7789948ffff9dee7506a6c1cdc9aab64cc97d8535736

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.086637Z digest=sha256:3854989d37323592a7ffe223f933b291d3ee48be83540e42bd9231f961c46078

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.138638Z digest=sha256:5d76d141373b73bbcb59fc4e68aa947a35fa8385f5ab8ea09ff2d375e10b1372

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.272780Z digest=sha256:1b69d05b12e85d3ce71463119e0101549d9db4cf2f170f71688a9f8d7141bb55

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.333316Z digest=sha256:7cd5eaf176ac2723c304372d31e053210a469de7f5b31ee5e281ff4627c777c4

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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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.439703Z digest=sha256:c46cc54bb849d1b7da3379d0afa0873ba20cf373c8b6991b0b541a570a32d3f3

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.549825Z digest=sha256:1f1adcc6430c5954e388f3eb8bc2bc951a644882836f05598665a61ff9f9fd01

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.674197Z digest=sha256:d99acd5fcc592c9428b2156f6199bc6c434bcafb3af5f941f7a6418d6e18edd8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.838814Z digest=sha256:3e807dcb13dd4496e533435d7ef17987d8a18266d1efb94152e697d3dfc7bf97

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:43.995950Z digest=sha256:13834a0dac5ca1b18682d0aa0c7cc0d700f367ca1b20993518d6cdc28e252aa2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.135072Z digest=sha256:9cacf0d11bc227a24d7a07407169e7eb7c85b652ba14a55d0d3f7e02122c732e

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.286123Z digest=sha256:4fea14bd1686d1a32da443d6e776fb74b8d128c4eee69c3e640dafb22f56c1f5

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.362633Z digest=sha256:84303075249abbf98795f0c8117e545dffba473a2aafac0622c78dc593575cf2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.406180Z digest=sha256:d6840e1b1462b643443e373458e886bb0eefc164b79e8b314901ec58eedd46b8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.471330Z digest=sha256:4f7099ab1a14213c159ee48eb516b9226f2cd84ad18b54f4d337325f5b17bb8d

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.544831Z digest=sha256:47f33da0a30770b84e6f8eda8db56baf96566985448a4af49ceea1ab3df937ca

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.776499Z digest=sha256:40244d323e1ab455e8f81d549ccb5bccf4e34afae6c0a42be2f805a686d9166d

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.101005Z digest=sha256:41356525a90e5aeb41dc72fec57c3521696689dda586b8a4751b87ad056bebe1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.212764Z digest=sha256:37522c749747bab18ea9d4e7f43b781d184297cdfcbe3d1cfb3014abc22a95fe

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.300740Z digest=sha256:34d3cef76757a7d64423351d5bfde83bcbe2d1f190c4e0e53b5c810826554b57

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.382909Z digest=sha256:bdbc0227266ee658adc9122e0427cb3a253204dbe009fd56f458da61469ebe45

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.479737Z digest=sha256:d70f03737f93b2ed0a347d07105e2efdb8fac80dcecccfc52af81015a68f68b0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.596043Z digest=sha256:d7595444d62fa6743f01aa035b2fccfa0ec1300641c8c00a7697ab8dd9c24913

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.704775Z digest=sha256:f80eb8466183f0b3701635dd98491ed7cfe72e3ad84ba76ea1fddc863aa299e9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:45.822844Z digest=sha256:d85e107fd146157c38296cf3c9ee7f1984bb170aa2094ed8db6aae78a2cdc0c5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.042801Z digest=sha256:1c813fe97739bdada04805ca3b6e04922a21e6b0028a1e06e5909ba64965eec5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.189340Z digest=sha256:96d139315ded1758b1921d5a46c8234b8734180090d1b22c4a516a3cf23558fb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.262252Z digest=sha256:a990904700942344eec7632a0b198e0e5c59a4d54bc89f4ed0c1bfd5dd232499

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.497205Z digest=sha256:e5fe3d441900eb17293cfd8bb0a363cfbb081899dcba366ba659e3b7c35e8217

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.799373Z digest=sha256:7cea02f9a471f49b958805a9c56f52beef19081b7b2cbc84b2d39076b97a3aef

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.813826Z digest=sha256:524483d8593f24a0fc58490d88802179ce37f1200ce0e7da42570e5f5ccb6db1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.817221Z digest=sha256:af8521732a4a1ed1ac00ec87e1223905068fc321f807b9e2ec0a63fb138aca85

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.823377Z digest=sha256:1472353a221e2fd7caa2ace3e891b601058f5b4f9ba20082353108314adb8f1b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.826726Z digest=sha256:1b5df5a37efe790603fedfaa27839ed62aabd4a4e31190d7012005d6896aa35b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.829885Z digest=sha256:c07640bae83f6c15ecd8be214f297e4338f34f63464bb922c7eef2a988326ee6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.832655Z digest=sha256:ff9accdba1bd86d931e362ed113569c162152cac104d8a4cca78643f6c8b94d1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.835755Z digest=sha256:ac1043cc181b78e4dde66e5a4f041163deacf6dc5af42b5bd6dbb42ef6a4c17a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.839214Z digest=sha256:177575dceecbd9601ee7e99b0ec2454ebe2f755cfd94e1b689d01be020ecd661

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.842184Z digest=sha256:b506c1500646c25e2855dfc9cf6c5aa4a32a09e1bbbff7c031cc5156a73cd79e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.845017Z digest=sha256:8e8bb5b7b162b436475f3aa108b4810f061d7dfb55b06269968794efd9af621a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.848432Z digest=sha256:9e3476b3a46960f81beb06e4d594fde5c27bd3d00b33873f40c20e19e254d4d7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.854492Z digest=sha256:0d388f19145ad3d49196acc0aa90ee4e15da78c3e38d845947e736ef42fd1910

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.857261Z digest=sha256:0b19e16842ef47b21ce1170ea094bf20c27a23991264570c77e3db06922dbc6e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.860136Z digest=sha256:f960ca61476d942922673e8be99090c8b3b8b1483129b2f462eed7e1cc7bd4c8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.863204Z digest=sha256:a77b94161ef1293096bc6ac2cf8f56dbbfb32e49ad23a86fe3c0759b833b4360

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.872377Z digest=sha256:09023829ec1b64031b6ecdb47b5dec3b1d15937e726aa5e9786c81e8889db431

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.875196Z digest=sha256:2bf8dc351922bdd062e65bbd120445118fc4c46a64d3208f5e07aa52b93b85a1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.878642Z digest=sha256:d0137ef7de7e91df2f7c3a211bbf1dbca057e75a1609b91d970cafb503e2942c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.881549Z digest=sha256:e63316d368d0a339eacbd16b50e5fdce699b58df3dc415136ed6d2c18fbf7374

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.884544Z digest=sha256:227e6451ce8df60333b02a07d4b6c8940a92369e1566b3770659820eefec2a35

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.887393Z digest=sha256:7aec0bfa577f169f38da3d341bc71b6a894885eb9ec47b4925b7476722014cfa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.890446Z digest=sha256:3836dce27aecc5bf4448e1a36a199a4ef789036f943d99071c2ab23cff583a7f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.990025Z digest=sha256:d66382ef5ba8242fe422817ef4cb59c2b2a6714bf33ea267839d15c977a26450

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.810718Z digest=sha256:af84709cca70eedd585990b91263af4fa6645e7b246fe54c68d87db58af874a5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.714871Z digest=sha256:7b941dcf864d7c7f40a3e473a8b30d303263ee108645f7757e7e6354cf5c0e65

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:42.105634Z digest=sha256:8391db572bfac4120e2d382076eb544a827bbfae0ef233f7ce31f13a762b725c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:44.603376Z digest=sha256:c79419d828b5d625767c20c2b10ff4bc2ffc6680a7d21b7bd1000abd58a70560

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:01:46.869400Z digest=sha256:c5e975d0c21ba2a87d6b4506094833adeafda31ed445c155214d2a9b908e6a01

Pith citing papers

No inbound Pith citation observations are available.