Paper Citation Record · LEDGER

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment

As of 22 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2505.20653.

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

pith.paper-citation-record.v1
2505.20653 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:12.602741Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy28
unresolved10
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0cd9cf6-5f7f-4fb5-b1c0-0ae173dbc223 · outbound

This paper cites Deepfake detection: Current challenges and next steps,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Deepfake detection: Current challenges and next steps,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45cebfd3-581e-4d1d-b2f5-9edf9ec66306 · outbound

This paper cites Multi-level distributional discrepancy enhancement for cross domain face forgery detection,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Multi-level distributional discrepancy enhancement for cross domain face forgery detection,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:18.124734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e09e232-d38b-4506-acda-a94dc20ba398 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment End-to-end reconstruction-classification learning for face forgery detection,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.961866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd96e08c-9863-4ff6-9240-aaaa9aaef58a · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Capsule- forensics: Using capsule networks to detect forged images and videos,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.790362Z

Source-reported events for the cited work

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Observation 9fcdc6cd-f0a8-4940-bd34-8bb2c2021aed · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Spatial-phase shallow learning: rethinking face forgery detection in frequency domain,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.650642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ba7642b-1b03-4873-a4f0-04aadc9c3cdb · outbound

This paper cites Exploiting style latent flows for generalizing deepfake video detection,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Exploiting style latent flows for generalizing deepfake video detection,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.471414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 630c3be0-525b-454f-943b-6b7156fd31cf · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment mixup: Beyond Empirical Risk Minimization

Reference 7

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Source-reported events for the cited work

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Observation c2786812-5e07-46f1-9dad-9095f5c8ec78 · outbound

This paper cites How Does Mixup Help With Robustness and Generalization?.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment How Does Mixup Help With Robustness and Generalization?

Reference 8

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Source-reported events for the cited work

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Observation 45521997-1e28-4189-98f4-a1ff21115670 · outbound

This paper cites Sharpness-Aware Minimization for Efficiently Improving Generalization.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Sharpness-Aware Minimization for Efficiently Improving Generalization

Reference 9

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Source-reported events for the cited work

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Observation bc6db44f-cf5f-49f8-9b29-462d15c520f1 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Core: Consistent representation learning for face forgery detection,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.315847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 42c0d15f-13cb-448a-b9a9-00b06d4b4c51 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Generalizing face forgery detection with high-frequency features,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.135099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ae00089-1ded-444e-b721-57eefbdb5f76 · outbound

This paper cites Ucf: Uncovering common features for generalizable deepfake detection,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Ucf: Uncovering common features for generalizable deepfake detection,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.980974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8f879370-f43b-4691-8aa5-e1c6cb583f3b · outbound

This paper cites Adaforensics: Learning a characteristic-aware adaptive deepfake detector,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Adaforensics: Learning a characteristic-aware adaptive deepfake detector,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.837115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b282f17-f6d3-4a86-bd71-4c125f2bcb23 · outbound

This paper cites Self-supervised learning of adversarial example: Towards good gener- alizations for deepfake detection,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Self-supervised learning of adversarial example: Towards good gener- alizations for deepfake detection,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.660413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d51f0ea-5923-4316-a7f1-d325dab1795b · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Detecting deepfakes with self-blended images,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.485922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ad31d8ba-e93c-4109-aed9-3e0f836b1e8c · outbound

This paper cites Domain general face forgery detection by learning to weight,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Domain general face forgery detection by learning to weight,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.289830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 688afd4b-697c-41f0-b343-3935d1fdb322 · outbound

This paper cites Learning to generalize: Meta-learning for domain generalization,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Learning to generalize: Meta-learning for domain generalization,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.065959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5ecbb88b-6b41-4e80-8d06-cf8fdc0772ab · outbound

This paper cites Multi-task learning for detecting and segmenting manipulated facial images and videos,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Multi-task learning for detecting and segmenting manipulated facial images and videos,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a684bff-c510-433e-aad4-0799d81caf49 · outbound

This paper cites Wilddeepfake: A challenging real-world dataset for deepfake detection,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Wilddeepfake: A challenging real-world dataset for deepfake detection,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.623735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a3e02380-bb28-4a64-83b3-fc78903b2832 · outbound

This paper cites Confr: Conflict resolving for generaliz- able deepfake detection,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Confr: Conflict resolving for generaliz- able deepfake detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.430768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7dd11f94-b63b-4a2c-b613-2e25a45999c9 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Faceforensics++: Learning to detect manipulated facial images,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.184038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1acdab3f-7795-45bf-8517-c60eece845ba · outbound

This paper cites The deepfake detection challenge (dfdc) preview dataset,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment The deepfake detection challenge (dfdc) preview dataset,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.008100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c9a79e3d-e814-44b5-a2fa-2c495cfe7cf0 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Celeb-df: A large-scale challenging dataset for deepfake forensics,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:14.764462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a79f8ac-3d50-41db-88ff-192b9aaf97a6 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment The Deepfake Detection Challenge (DFDC) Preview Dataset

Reference 24

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Observation 95be3733-eab9-4c97-b4c2-732857a09209 · outbound

This paper cites Exposingaicreated fakevideos- bydetectingeyeblinking,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Exposingaicreated fakevideos- bydetectingeyeblinking,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:14.589090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 121c5e2f-df32-4a50-8e04-e28a7552d5c0 · outbound

This paper cites Deep residual learning for image recognition,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Deep residual learning for image recognition,

Reference 26

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Source-reported events for the cited work

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Observation 47ef51f5-27ab-48cc-b178-b35c0e8c74a1 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Imagenet: A large-scale hierarchical image database,

Reference 27

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Source-reported events for the cited work

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Observation cfa2c2f6-240f-40a5-be40-3f088a391602 · outbound

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RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Unresolved cited work

Reference 28

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Source-reported events for the cited work

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Observation 2d904a24-335a-4856-85b9-8b2d6ba4fbbc · outbound

This paper cites Deepfakebench: a comprehensive benchmark of deepfake detection,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Deepfakebench: a comprehensive benchmark of deepfake detection,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:14.201171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11e2d78d-e891-41ae-a4d8-453887a52c54 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Mesonet: a compact facial video forgery detection network,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.919158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f475e05c-d82b-4bc5-82a8-6b79bce1cf48 · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Xception: Deep learning with depthwise separable convolutions,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.697089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 31c73d96-db3c-4c47-85b2-9d3a642de4eb · outbound

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

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Efficientnet: Rethinking model scaling for convolutional neural networks,

Reference 32

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Source-reported events for the cited work

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Observation 37ef06a2-9c91-4e88-bac4-a980e183e8a9 · outbound

This paper cites Discrepancy-Guided Reconstruction Learning for Image Forgery Detection.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Discrepancy-Guided Reconstruction Learning for Image Forgery Detection

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:54:12.787165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b160238-4f4f-472c-9b9a-59f4b0c5ff38 · outbound

This paper cites Asam: Adaptive sharpness-aware minimization for scale-invariant learning of deep neural networks,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Asam: Adaptive sharpness-aware minimization for scale-invariant learning of deep neural networks,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.516722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59725efe-c39b-4ec9-aedf-3a0c58d50a45 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Adam: A Method for Stochastic Optimization

Reference 35

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Source-reported events for the cited work

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Observation d4f0cadd-4fee-46b1-b605-6515d54d9dba · outbound

This paper cites Sharpness- aware gradient matching for domain generalization,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Sharpness- aware gradient matching for domain generalization,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.335362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4fc87df-54c1-4e24-961f-4b43e48adb38 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:12.447677Z

Source-reported events for the cited work

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Observation d3f490ba-0a7e-4fe6-af2a-4ce5ccb21081 · outbound

This paper cites Stochastic neighbor em- bedding,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Stochastic neighbor em- bedding,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.193507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c0d55027-aa3a-48cd-9cd7-7608fcc019e0 · outbound

This paper cites Beyond the spectrum: Detecting deepfakes via re-synthesis,.

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Beyond the spectrum: Detecting deepfakes via re-synthesis,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.013896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.