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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 2026-08-09T06:31:02.800959+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

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

source=pdf_text observed=2026-08-06T00:01:41.850777Z digest=sha256:9cdc49f9b61c4de93826cf5f07ed30c707ed69fe8162c42c970486e925b8c5b1

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

source=pdf_text observed=2026-08-06T00:01:41.940629Z digest=sha256:2d4de85d3f19a9f2611bdbe60179170cef5aea0ab8475f6b7fe7db88a3b6eb46

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

source=pdf_text observed=2026-08-06T00:01:42.168201Z digest=sha256:5b776e2d3294be8d1893090bd9c769398536d513e055e6e87ef98931b1904f92

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

source=pdf_text observed=2026-08-06T00:01:42.256561Z digest=sha256:0d49cd00361c456b76879edcf37d062c13203759a970dd44c65377733554b26b

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

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

source=pdf_text observed=2026-08-06T00:01:42.346513Z digest=sha256:b33e5491b17b44600f237041ef782c03344c503f2708d6d20690a9da191a00a1

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

source=pdf_text observed=2026-08-06T00:01:42.415434Z digest=sha256:156efc22b2f04494caf35acf3d023456c4873cde9fd87622ac9f38828932bd95

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

source=pdf_text observed=2026-08-06T00:01:42.538990Z digest=sha256:e8784251d5a027178f680291c1e9e3e4a9b712302e7ef9d1c7215335887a9eb6

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

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

source=pdf_text observed=2026-08-06T00:01:42.667367Z digest=sha256:9162edce4df0811daeb6e95671deb2f5e8b2576a06939aa08951ae7c551657c0

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

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

source=pdf_text observed=2026-08-06T00:01:42.783405Z digest=sha256:2601c67b4a7ce491cdad9e9737b6dcac425b9c439dcb52325149e70b7d3a654c

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

source=pdf_text observed=2026-08-06T00:01:42.871899Z digest=sha256:be76c1f78585ff12ed738ea8a29b62652d4a58b0506001affca0e83f49c7d03a

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

source=pdf_text observed=2026-08-06T00:01:42.974724Z digest=sha256:e6fe1d8e671c0cf2c7a4e25216f20d5a168bf5e11493b8d90b1c5dad412050a6

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

source=pdf_text observed=2026-08-06T00:01:43.086637Z digest=sha256:131ac13ef0bfbfab3bb684160c0da1b99613aab6782f791417845187ec6ea20c

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

source=pdf_text observed=2026-08-06T00:01:43.138638Z digest=sha256:7577e2e37e047cc01013f07b8c47fbd7815d713c894f67237d69e7d964e84dd8

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

source=pdf_text observed=2026-08-06T00:01:43.272780Z digest=sha256:5e9b2629a257d1c7f1065bca8b067cf7f880d013f1e2b4710aa52a7ce0a7cba6

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

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

source=pdf_text observed=2026-08-06T00:01:43.333316Z digest=sha256:bd20426497a60c34891635bc6e6ef533371a2da0f585998d9dfdce4506457687

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

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

source=pdf_text observed=2026-08-06T00:01:43.439703Z digest=sha256:4b3113008204354c2da29270de09933df91063909fbdb38191164985775fb448

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

source=pdf_text observed=2026-08-06T00:01:43.549825Z digest=sha256:bd19993398f9cf1bcce61d1413ec67d87957d77b6fe6060ce5872d795943181b

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

source=pdf_text observed=2026-08-06T00:01:43.674197Z digest=sha256:e3b534e5d89995dcd593e38e0c05fc47072147b576f5017df19a1b25112b7a5c

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

source=pdf_text observed=2026-08-06T00:01:43.838814Z digest=sha256:957bbfd9b45a810809d860139698130a73a722055338e9e0343e3662309e2208

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

source=pdf_text observed=2026-08-06T00:01:43.995950Z digest=sha256:eecb24f5b999c070620e923c1fb479a817bb10338e53fb8ee6051d0505602adb

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

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

source=pdf_text observed=2026-08-06T00:01:44.135072Z digest=sha256:cd339f596db4b2e95f7e94441ef651e3ee5b13c70d336ff229be5b1482ad55c9

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

source=pdf_text observed=2026-08-06T00:01:44.286123Z digest=sha256:2ee21c873beb2d17e95e55b6e201b33e5db0b6997cbe3e7cd5a0ba7d56e67de0

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

source=pdf_text observed=2026-08-06T00:01:44.362633Z digest=sha256:636a718db53daffa6622d209a3325aa5fbccc8d1900919af4c8a80ca242a85e1

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

source=pdf_text observed=2026-08-06T00:01:44.406180Z digest=sha256:7c4162c56674e66942eaef74ae476d1e9cdfc2027ab7ed26c9453aa11e457c6b

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

source=pdf_text observed=2026-08-06T00:01:44.471330Z digest=sha256:b3343bed9a3d18ec5872b7b7f4709703b6e57bef947798248871e484cac805ae

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

source=pdf_text observed=2026-08-06T00:01:44.544831Z digest=sha256:6262b68c1baa973aa1bfa12cfa4dea1286a51d9c95b020e779a6de8aabfad63a

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

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

source=pdf_text observed=2026-08-06T00:01:44.776499Z digest=sha256:7bc0248bb5a6987a3b2e5a71cc7c5c4f1e7453785274d6e22fee09ccdc8649bd

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

source=pdf_text observed=2026-08-06T00:01:45.101005Z digest=sha256:eb1c787efaa54a0ecc68c3126fcdc4a85678b2f66bf912dd8ae3037c22c29c35

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

source=pdf_text observed=2026-08-06T00:01:45.212764Z digest=sha256:5b9981e95675bcb80833e7d31baef2881bcf80577afcec60cab96bc1690d68e3

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

source=pdf_text observed=2026-08-06T00:01:45.300740Z digest=sha256:2ace56121c98dfd2b910518bedf78eb2e4f49db129e230898bb718119979b471

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

source=pdf_text observed=2026-08-06T00:01:45.382909Z digest=sha256:d7012b28b99178ab22d6028f17787ec560278fe3e8f3f854cec20cef800ea769

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

source=pdf_text observed=2026-08-06T00:01:45.479737Z digest=sha256:06ee8e49f2fbfe0d88189821c64eddf69a9c0ee255643c250b27f8bd75c2960c

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

source=pdf_text observed=2026-08-06T00:01:45.596043Z digest=sha256:b573a6e8b35d3d19d436e39fee60d11147949aea143ee3ce7f1653fdeda41ccd

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

source=pdf_text observed=2026-08-06T00:01:45.704775Z digest=sha256:0274785d18f416a9aceec4339f1efdf0b9b7631190d25b2b75ac4ae583b1dac1

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

source=pdf_text observed=2026-08-06T00:01:45.822844Z digest=sha256:a89f5d86372cd91951f64f8079d76fc276ec9067189e4bf9b0cff088fcae6b36

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

source=pdf_text observed=2026-08-06T00:01:46.042801Z digest=sha256:7110580159958f866c0dbfc92d1c61ab638e69a310f5e1822dd2d8cb04290b2b

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

source=pdf_text observed=2026-08-06T00:01:46.189340Z digest=sha256:c04e8c1a4cbefbab1bade44a80411c397b028d3e039c92b1ed65227335b178ef

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

source=pdf_text observed=2026-08-06T00:01:46.262252Z digest=sha256:d476b918bec4658d36633ba190e600db9d906c7d0d4c2dca9ae5a15619b1c6b5

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

source=pdf_text observed=2026-08-06T00:01:46.497205Z digest=sha256:86993ee7ad3fb9b75d3c1d74318467a7ac0d5ff1efde5d8fd190e69a1ffd10d1

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

source=pdf_text observed=2026-08-06T00:01:46.799373Z digest=sha256:c8c5fcc79bc251d2f0b5c2d72655f062e50a461686fbf37ea68c442394e1a889

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

source=pdf_text observed=2026-08-06T00:01:46.813826Z digest=sha256:58c8ee7e40cbbfa5e0ba791288b7c25086058cf4fe1e1342b37d8c0b754ded3b

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

source=pdf_text observed=2026-08-06T00:01:46.817221Z digest=sha256:86d9010cec0dac75c48f6fcfaa2f658e6727da89a9dac216629a7fee2f7d38f9

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

source=pdf_text observed=2026-08-06T00:01:46.823377Z digest=sha256:64bc92b077c5bf6aa0379a156109d5d1a7a12362e8b3eb8989cb8529ff32fd70

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

source=pdf_text observed=2026-08-06T00:01:46.826726Z digest=sha256:b47705559e7a31913b5c52ade3c86e72ace5a3eba1c1700a70ab80d9d8ebe84c

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

source=pdf_text observed=2026-08-06T00:01:46.829885Z digest=sha256:dd5b37a0a4b85bb8f9946759b7190d3bed9dd7b39eb6e009854fc7ac9e778faa

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

source=pdf_text observed=2026-08-06T00:01:46.832655Z digest=sha256:28d355d4af3cd7dd366ef4ab95074404f70beecb60a8ff5b67162ffd20c5478f

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

source=pdf_text observed=2026-08-06T00:01:46.835755Z digest=sha256:0988768d063d2d98299b839690561faf162a7a2635c4f8fdbe13169cf4b012e5

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

source=pdf_text observed=2026-08-06T00:01:46.839214Z digest=sha256:1892c4cfd5357f963113829c3924d314ca912ee8d0ba7a0be835b78061648b21

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

source=pdf_text observed=2026-08-06T00:01:46.842184Z digest=sha256:db28eede598ba7d6dbdfc0189466fd08d7b89b017ebadf34f6b9805b7c555406

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

source=pdf_text observed=2026-08-06T00:01:46.845017Z digest=sha256:31879f1fb076aea02b6bfb70806c4ae8702e25e8ce5c80269beff2f9d1e2590c

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

source=pdf_text observed=2026-08-06T00:01:46.848432Z digest=sha256:eeb90df2b22b23723f535493f7ca0075c4c9559807b1079e8d2dbe27e1fa55f2

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

source=pdf_text observed=2026-08-06T00:01:46.854492Z digest=sha256:8e52f2b762bcc54d63823effe7bea7e6aeb5bee9b770683b59d556cacbf9e968

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

source=pdf_text observed=2026-08-06T00:01:46.857261Z digest=sha256:8cd85aef2195eac81ed091388b06ab5beb422ffd01cfb69c12aa3bb78b81dd21

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

source=pdf_text observed=2026-08-06T00:01:46.860136Z digest=sha256:bb85e77fc0b70ca9c220ae87035264ed1fd3e57063544d99d87879c414885e8b

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

source=pdf_text observed=2026-08-06T00:01:46.863204Z digest=sha256:8fcb5eae4f2fc059422b4204d0a6f353e442452fd29fe90c59235da5ef4736c5

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

source=pdf_text observed=2026-08-06T00:01:46.872377Z digest=sha256:3564048c87f8a7e0d801ac20e81c4b406a06aa301d5c05514465e0fba947c2c8

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

source=pdf_text observed=2026-08-06T00:01:46.875196Z digest=sha256:d46cc20854f2068afbfa8b3ea008621273f4e0ec4fadf2f1bd045c95bddd5edc

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

source=pdf_text observed=2026-08-06T00:01:46.878642Z digest=sha256:5e8c241d74397cc26001b002fb008eb053cc314dfb6713c4c6fb5de6d196511c

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

source=pdf_text observed=2026-08-06T00:01:46.881549Z digest=sha256:6c91b3715bbe33ef1e53ad45c4685838b255077e842bde25ba674b5d7e6081a4

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

source=pdf_text observed=2026-08-06T00:01:46.884544Z digest=sha256:d00abb8b426f0dd022131ef5f55aa83b76ba546fb8464dd9fc0c53648ff0e1d0

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

source=pdf_text observed=2026-08-06T00:01:46.887393Z digest=sha256:164202a767a9e9ac95e240aef2789f88129b959151f215079fa10e98396f4d76

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

source=pdf_text observed=2026-08-06T00:01:46.890446Z digest=sha256:e34ef1742f33b305bcf496b0199ae8f90e03383c2cf4081cc4c0a6ee4d6fe619

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

source=pdf_text observed=2026-08-06T00:01:44.990025Z digest=sha256:5b52d8b6030257c53d0f7e9bdefad3ccab130f36587f5be4a1538989afb135f7

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

source=pdf_text observed=2026-08-06T00:01:46.810718Z digest=sha256:48d9af4e7c7dbf531ab1a145fcd1f9332edf472f273da83cdc1b8154933c5018

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

source=pdf_text observed=2026-08-06T00:01:46.714871Z digest=sha256:2779cdb9c6ae25a9e8608ca1ea98c5558b63dfa971490025fbbdad104dcf7153

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

source=pdf_text observed=2026-08-06T00:01:42.105634Z digest=sha256:bbca0ef91f24bf7def51adc9b2fdbd6ef25ef3e7f6431ae8f3870641b0570da4

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

source=pdf_text observed=2026-08-06T00:01:44.603376Z digest=sha256:4c33a4bc0a581968767986cd5cd1c835229d04f5206b289b5dbf3cc142c4c66e

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

source=pdf_text observed=2026-08-06T00:01:46.869400Z digest=sha256:0f5afef26c24854b0484036decb9d9d01fbd0f16560d50d5c127944388a685b1

Pith citing papers

No inbound Pith citation observations are available.