Paper Citation Record · LEDGER

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector

As of 13 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.02160.

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

pith.paper-citation-record.v1
2608.02160 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:32:50.739726Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a8adc70-1b78-428c-9fbc-100879888c84 · outbound

This paper cites Auto-Encoding Variational Bayes.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Auto-Encoding Variational Bayes

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.012354Z

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Observation a1d4fde9-3473-46c3-bbd3-2b80abc24375 · outbound

This paper cites Face x-ray for more general face forgery detection,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Face x-ray for more general face forgery detection,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.087422Z

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Observation 962a59ea-a07f-417a-9b8d-1a7a0a215cf1 · outbound

This paper cites What makes fake images detectable? understanding properties that generalize,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector What makes fake images detectable? understanding properties that generalize,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.167823Z

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Observation 61858fb3-4175-4c17-b736-d2e2cb8dfc50 · outbound

This paper cites Spatial-phase shallow learning: rethinking face forgery detection in frequency domain,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Spatial-phase shallow learning: rethinking face forgery detection in frequency domain,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.286395Z

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Observation 2f20efba-39e0-4df5-9a42-e1f783669d0a · outbound

This paper cites Generalizing face forgery detection with high-frequency features,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Generalizing face forgery detection with high-frequency features,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.415658Z

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Observation 1402636c-beba-47cb-bf1f-8b579a55f6f9 · outbound

This paper cites Thinking in frequency: Face forgery detection by mining frequency- aware clues,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Thinking in frequency: Face forgery detection by mining frequency- aware clues,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.548418Z

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Observation 290073a4-e454-4829-ace7-d8e0ff323ac5 · outbound

This paper cites UCF: Uncovering Common Features for Generalizable Deepfake Detection.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector UCF: Uncovering Common Features for Generalizable Deepfake Detection

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.684310Z

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Unavailable: canonical work link unavailable.

Observation 670a8122-ce64-4697-934d-9c0e2b24c33f · outbound

This paper cites FaceForensics++: Learning to detect manipulated facial images,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector FaceForensics++: Learning to detect manipulated facial images,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.779204Z

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Observation 8b2dbdea-c215-4b07-9584-1b7fa4115e7f · outbound

This paper cites Mesonet: a compact facial video forgery detection network,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Mesonet: a compact facial video forgery detection network,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:47.916570Z

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Observation 127d3004-ca0a-4593-abfb-1baa295318bd · outbound

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

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Cnn-generated images are surprisingly easy to spot... for now,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.067876Z

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Observation da63d946-2e8a-4fed-9ce2-6e5f1a1c8346 · outbound

This paper cites Detecting deepfakes with self-blended images,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Detecting deepfakes with self-blended images,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.134456Z

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Observation 27a2b5b7-3c3f-4171-98b8-b075005588e3 · outbound

This paper cites Exposing DeepFake Videos By Detecting Face Warping Artifacts.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Exposing DeepFake Videos By Detecting Face Warping Artifacts

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.216587Z

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Unavailable: canonical work link unavailable.

Observation 18a04e8d-8801-4414-ab49-5549d439cdf1 · outbound

This paper cites Pro- tecting celebrities from deepfake with identity consistency transformer,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Pro- tecting celebrities from deepfake with identity consistency transformer,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.311155Z

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Observation 0c14b60e-cd87-4348-9deb-d3d0426715a8 · outbound

This paper cites Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.408078Z

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Observation 320e21ae-69ba-4305-81eb-d9ac38118d31 · outbound

This paper cites End-to-end reconstruction-classification learning for face forgery detection,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector End-to-end reconstruction-classification learning for face forgery detection,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.510460Z

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Observation 96c45d58-2031-47c9-a1a1-e5b31b737289 · outbound

This paper cites HyperNetworks.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector HyperNetworks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.613280Z

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Observation bf8ff935-67e1-4c67-ab9c-c5fa7ff5af77 · outbound

This paper cites Hyperseg: Patch-wise hypernetwork for real-time semantic segmentation,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Hyperseg: Patch-wise hypernetwork for real-time semantic segmentation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.713704Z

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Observation 515f0036-7710-4ffb-baf6-8186a3213a90 · outbound

This paper cites Hyperreenact: one-shot reenactment via jointly learning to refine and retarget faces,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Hyperreenact: one-shot reenactment via jointly learning to refine and retarget faces,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.815923Z

Source-reported events for the cited work

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Observation cebd1d04-037d-4bf0-8e66-8be643110dc7 · outbound

This paper cites Meta-learning via hypernetworks,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Meta-learning via hypernetworks,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:48.899529Z

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Observation 4c70fc76-3287-4127-b755-6ce133a42d1e · outbound

This paper cites Hyperdet3d: Learning a scene-conditioned 3d object detector,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Hyperdet3d: Learning a scene-conditioned 3d object detector,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.006060Z

Source-reported events for the cited work

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Observation 93bdf3e5-1c05-4ce0-9a4b-0cb7edacdfdf · outbound

This paper cites Learning dynamic scene-conditioned 3d object detectors,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Learning dynamic scene-conditioned 3d object detectors,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.054975Z

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Observation 45e814d7-8993-45b1-a85f-8d316443e9da · outbound

This paper cites Hoi-aware adaptive network for weakly- supervised action segmentation,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Hoi-aware adaptive network for weakly- supervised action segmentation,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.136113Z

Source-reported events for the cited work

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Observation d3368900-6da4-4194-ad6a-cfc0007c5427 · outbound

This paper cites Adaface: Quality adaptive margin for face recognition,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Adaface: Quality adaptive margin for face recognition,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.203611Z

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Observation 122a689e-4b1b-4c8f-9adc-fe6b3e56cb6d · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Efficientnet: Rethinking model scaling for convolutional neural networks,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.294410Z

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Unavailable: canonical work link unavailable.

Observation 5521571a-bbaf-4636-a974-3166ed4e71d6 · outbound

This paper cites Capsule- forensics: Using capsule networks to detect forged images and videos,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Capsule- forensics: Using capsule networks to detect forged images and videos,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.388342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5c03b5-b350-4502-a6ff-992aec503c6f · outbound

This paper cites Xception: Deep learning with depthwise separable convolutions,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Xception: Deep learning with depthwise separable convolutions,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.478509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f4640b7-70f5-43ce-95d6-5fc2d60371ec · outbound

This paper cites On the detection of digital face manipulation,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector On the detection of digital face manipulation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.576200Z

Source-reported events for the cited work

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Observation f9d16597-8880-4d3f-adb4-57c09a68edce · outbound

This paper cites Core: Consistent representation learning for face forgery detection,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Core: Consistent representation learning for face forgery detection,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.664324Z

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Observation e8e0f94a-e69f-46be-8dfe-75275cdcead4 · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Imagenet: A large-scale hierarchical image database,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.751837Z

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Observation ed59d1fd-21d9-455e-825b-53b1924ab755 · outbound

This paper cites Deep residual learning for image recognition,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Deep residual learning for image recognition,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.810057Z

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Observation 948c6206-79ce-438d-97bf-43b118452bba · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Arcface: Additive angular margin loss for deep face recognition,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:49.909514Z

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Observation 3964359c-2c6c-4185-b194-a00e8404c15a · outbound

This paper cites Dlib-ml: A machine learning toolkit,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Dlib-ml: A machine learning toolkit,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.003356Z

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Observation feecf028-82e2-4f85-9e07-91d23a227a1e · outbound

This paper cites Celeb- df: A large-scale challenging dataset for deepfake forensics,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Celeb- df: A large-scale challenging dataset for deepfake forensics,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.098371Z

Source-reported events for the cited work

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Observation 10b76ce5-18ed-4f70-b9e8-73070ba14fd2 · outbound

This paper cites The Deepfake Detection Challenge (DFDC) Preview Dataset.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector The Deepfake Detection Challenge (DFDC) Preview Dataset

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.168034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ff1992-cf09-43d7-b9d6-5051ad9f5c0a · outbound

This paper cites Exposing deep fakes using inconsistent head poses,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Exposing deep fakes using inconsistent head poses,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.260915Z

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Observation bb6fef26-7750-473e-891e-b95cdb9244ef · outbound

This paper cites The DeepFake Detection Challenge (DFDC) Dataset.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector The DeepFake Detection Challenge (DFDC) Dataset

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.363975Z

Source-reported events for the cited work

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Observation d34e474d-bb6f-493c-83c7-b6ab2cae4da0 · outbound

This paper cites Deepfakes,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Deepfakes,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.481922Z

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Observation a8bd2144-2af9-43bd-a021-1ec5510cafac · outbound

This paper cites Faceswap,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Faceswap,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.570885Z

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Unavailable: canonical work link unavailable.

Observation ccab96ff-defe-4bea-97fd-0efb0b0e33f8 · outbound

This paper cites Face2face: Real-time face capture and reenact- ment of rgb videos,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Face2face: Real-time face capture and reenact- ment of rgb videos,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.666159Z

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Unavailable: canonical work link unavailable.

Observation 89e2cf3f-a8ef-43cf-9fe9-e9c188256404 · outbound

This paper cites Deferred neural rendering: Image synthesis using neural textures,.

AdaForensics: Learning A Characteristic-aware Adaptive Deepfake Detector Deferred neural rendering: Image synthesis using neural textures,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:50.739726Z

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Pith citing papers

No inbound Pith citation observations are available.