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Paper Citation Record · LEDGER

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection

As of 19 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2505.04888.

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

pith.paper-citation-record.v1
2505.04888 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:23:36.974628Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

74 of 74 outbound references displayed

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  • verified fuzzy34
  • unresolved39
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b853717-26d9-41ba-87e7-df92bc27a88b · outbound

This paper cites How to spot a deepfake like the barack obama–jordan peele video,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection How to spot a deepfake like the barack obama–jordan peele video,

Reference 1

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Observation cf325581-13bc-4ec0-9ab7-fe6411ab53d3 · outbound

This paper cites Infodemic and fake news–a comprehensive overview of its global magnitude during the covid-19 pandemic in 2021: A scoping review,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Infodemic and fake news–a comprehensive overview of its global magnitude during the covid-19 pandemic in 2021: A scoping review,

Reference 2

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Observation 01486f18-165f-42cc-87e3-4c001fa1bbfa · outbound

This paper cites Towards understanding the generalization of deepfake detectors from a game-theoretical view,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Towards understanding the generalization of deepfake detectors from a game-theoretical view,

Reference 3

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Observation 7625e20c-f6a0-4ccb-9168-f9feaaf89fb5 · outbound

This paper cites Improving deepfake detection generalization by invariant risk minimization,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Improving deepfake detection generalization by invariant risk minimization,

Reference 4

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Observation 12a6b45b-f4b5-4d87-8452-9f86913aff1b · outbound

This paper cites Boosting deepfake detection generalizability via expansive learning and confi- dence judgement,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Boosting deepfake detection generalizability via expansive learning and confi- dence judgement,

Reference 5

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Observation 8b950057-a93e-4610-b912-04e7da03a5ea · outbound

This paper cites Preserving fairness generalization in deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Preserving fairness generalization in deepfake detection,

Reference 6

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Observation fb767eb1-be46-47a3-aa6a-eb1072e357f6 · outbound

This paper cites Exposing the deception: Uncovering more forgery clues for deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Exposing the deception: Uncovering more forgery clues for deepfake detection,

Reference 7

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Observation 0d4c21d9-cb7b-4c2d-91de-e1bdc9b44c99 · outbound

This paper cites Multi-feature fusion based face forgery detection with local and global characteristics,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Multi-feature fusion based face forgery detection with local and global characteristics,

Reference 8

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Observation f779182e-e1c9-4fac-87da-e89cbd223606 · outbound

This paper cites Combining efficientnet and vision transformers for video deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Combining efficientnet and vision transformers for video deepfake detection,

Reference 9

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Observation e9916244-67f9-471c-a444-460993a8ec85 · outbound

This paper cites Lightweight deepfake detection based on multi-feature fusion,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Lightweight deepfake detection based on multi-feature fusion,

Reference 10

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Observation 19cf3be3-ed52-4b63-80a0-3e6ff02b33ba · outbound

This paper cites Deepfakes detection based on multi scale fusion,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Deepfakes detection based on multi scale fusion,

Reference 11

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Observation 54062376-e1fd-4329-95b2-9ee7408a6583 · outbound

This paper cites Regularizing deep neural net- works by enhancing diversity in feature extraction,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Regularizing deep neural net- works by enhancing diversity in feature extraction,

Reference 12

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Observation dddf6141-19f4-4bdf-8298-b4bb42ae27ad · outbound

This paper cites Model complexity of deep learning: A survey,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Model complexity of deep learning: A survey,

Reference 13

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Source-reported events for the cited work

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Observation 7df62402-dc64-4287-b408-b724c04f1f0f · outbound

This paper cites Orco: Towards better gener- alization via orthogonality and contrast for few-shot class-incremental learning,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Orco: Towards better gener- alization via orthogonality and contrast for few-shot class-incremental learning,

Reference 14

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Observation 57e0591d-2355-401b-b33a-82e6a686d0b2 · outbound

This paper cites Learning disentangled feature representation for hybrid-distorted image restoration,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Learning disentangled feature representation for hybrid-distorted image restoration,

Reference 15

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Source-reported events for the cited work

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Observation 29fcfcc3-687c-4e74-ade0-2675e06e8c43 · outbound

This paper cites Orthogonal convo- lutional neural networks,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Orthogonal convo- lutional neural networks,

Reference 16

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Source-reported events for the cited work

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Observation 66291dce-7253-4586-a0f1-dbf278ec6dce · outbound

This paper cites Orthogonal deep neural net- works,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Orthogonal deep neural net- works,

Reference 17

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Observation 8805b033-220c-4ba1-b54b-1e6ea396b4f6 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Faceforensics++: Learning to detect manipulated facial images,

Reference 18

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Source-reported events for the cited work

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Observation 806419bc-931e-460f-b19b-509518fe1f60 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Celeb-df: A large- scale challenging dataset for deepfake forensics,

Reference 19

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Observation c412381e-ac8c-484f-bb18-7d886cf62fa0 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection The DeepFake Detection Challenge (DFDC) Dataset

Reference 20

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Observation a9d34ba7-cd87-4210-af19-08507d36516b · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Exposing deep fakes using inconsistent head poses,

Reference 21

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Observation a3578deb-98a5-4a1d-af49-bea8d654dd7b · outbound

This paper cites Protecting world leaders against deep fakes.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Protecting world leaders against deep fakes

Reference 22

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Observation bfb4b9f8-c234-4c44-8eb1-8536d74c1a09 · outbound

This paper cites Eyebrow recognition for identifying deepfake videos,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Eyebrow recognition for identifying deepfake videos,

Reference 23

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Observation 786a8f33-9036-4db0-a6b5-91a23e5630b5 · outbound

This paper cites Deeprhythm: Exposing deepfakes with attentional visual heartbeat rhythms,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Deeprhythm: Exposing deepfakes with attentional visual heartbeat rhythms,

Reference 24

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Observation 9f35c5c6-fab5-4a60-9faa-1d64ffe05479 · outbound

This paper cites Fakecatcher: Detection of synthetic portrait videos using biological signals,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Fakecatcher: Detection of synthetic portrait videos using biological signals,

Reference 25

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Observation 54d147af-e71a-433a-9710-43f1aebe24ce · outbound

This paper cites Lips don’t lie: A generalisable and robust approach to face forgery detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Lips don’t lie: A generalisable and robust approach to face forgery detection,

Reference 26

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Observation 87a7a5c0-e2f0-4f26-9469-10311aa03f1b · outbound

This paper cites Leveraging frequency analysis for deep fake image recogni- tion,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Leveraging frequency analysis for deep fake image recogni- tion,

Reference 27

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Observation 125e018c-fdf1-4c19-a713-e5ededfd713c · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Spatial-phase shallow learning: rethinking face forgery detection in frequency domain,

Reference 28

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Observation d7242a76-9ee2-4a61-8ead-ac3fbf1822de · outbound

This paper cites Detecting face2face facial reenact- ment in videos,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Detecting face2face facial reenact- ment in videos,

Reference 29

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Observation 3748157b-6fa2-41d2-96b9-d2274dfd8d57 · outbound

This paper cites Deepfakestack: A deep ensemble- based learning technique for deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Deepfakestack: A deep ensemble- based learning technique for deepfake detection,

Reference 30

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Source-reported events for the cited work

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Observation a38fb01d-081f-4811-8df3-0a2f217dad75 · outbound

This paper cites Deepfake Video Detection Using Convolutional Vision Transformer.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Deepfake Video Detection Using Convolutional Vision Transformer

Reference 31

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Observation e44c0d50-7048-469a-bb9e-9e0c1bcebd5e · outbound

This paper cites Istvt: interpretable spatial-temporal video transformer for deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Istvt: interpretable spatial-temporal video transformer for deepfake detection,

Reference 32

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Observation b4a0f9ca-96ca-4f79-a42f-b6b81ae5e91d · outbound

This paper cites Deepfake forensics via an adversarial game,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Deepfake forensics via an adversarial game,

Reference 33

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Source-reported events for the cited work

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Observation 622a2fbb-3803-42fb-be50-95d5fb598f25 · outbound

This paper cites Learning self- consistency for deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Learning self- consistency for deepfake detection,

Reference 34

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Observation 8b940691-eb58-4050-9278-711aa596abf1 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Detecting deepfakes with self-blended images,

Reference 35

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source=pdf_text observed=2026-08-15T23:23:35.903052Z digest=sha256:3bd8ac01c99741b88f93f85bd7d23209c837277d2d02537b954e8165c2df7fbc

Observation e5e24e35-c106-4e5d-a546-7c060f510de5 · outbound

This paper cites Aunet: Learning relations between action units for face forgery detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Aunet: Learning relations between action units for face forgery detection,

Reference 36

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source=pdf_text observed=2026-08-15T23:23:35.907787Z digest=sha256:efe7dbdc44df6e12bbc98a503e47217d60ab55ce75e7a939d5a5bc8e3315b6af

Observation 1c1fb62c-6e85-4cda-bedb-c29cc6e3f3bb · outbound

This paper cites One detector to rule them all: Towards a general deepfake attack detection framework,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection One detector to rule them all: Towards a general deepfake attack detection framework,

Reference 37

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:35.910731Z digest=sha256:3b2e786f665bf23880ceea68d1f237ecac8802fda4af720a719849e27c50e8fc

Observation bd8545ce-3fa6-4eaa-8234-774a3e172038 · outbound

This paper cites Fretal: Generalizing deepfake detection using knowledge distillation and representation learning,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Fretal: Generalizing deepfake detection using knowledge distillation and representation learning,

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:35.914091Z digest=sha256:fb29fcd1656c0b6b6fb6d976190b9410ecda99a64a6066319bba10b3147fc6e1

Observation 5e5a8960-a6bf-4cc7-8b51-8004888dae53 · outbound

This paper cites Improving generalization by commonality learning in face forgery detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Improving generalization by commonality learning in face forgery detection,

Reference 39

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raw_fallback, observed 2026-08-15T23:23:38.268241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:35.917053Z digest=sha256:9089f771bfde05f928b401255f6c5c8667f4d0b34e5c1e4e3f3832745020f199

Observation 21c2267f-3a18-4363-bbda-fdd9aa3d6d88 · outbound

This paper cites On improving cross-dataset gen- eralization of deepfake detectors,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection On improving cross-dataset gen- eralization of deepfake detectors,

Reference 40

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:35.990392Z digest=sha256:f09b7b5d9e01aaa7a04ee1b85caa662eacba6f06601e06dc53fe0e6ea34898a0

Observation 0a40244d-1ad4-4dad-bdea-520da9d0d8d1 · outbound

This paper cites Efficientnet: Rethinking model scaling for con- volutional neural networks,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Efficientnet: Rethinking model scaling for con- volutional neural networks,

Reference 41

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.035740Z digest=sha256:f67736305e1e45abc289b8d190b701f20831bde2190f29e29e2c9c0649d5f13a

Observation 06742ab3-4b06-49d1-82c0-226e68c73a08 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Imagenet: A large-scale hierarchical image database,

Reference 42

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.103112Z digest=sha256:86cea9b9035cd3d146fae58fab4d40eb2afa849da95782c0b8ead4adcc4c4c62

Observation e2931e16-7a13-496f-b19a-ca8022c381a8 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.106710Z digest=sha256:932d2988a91aeda1c16c276d257ec340e16280535857e6f0b0a16faa518765c0

Observation b1dd6d10-b5e0-437c-bdba-bf499999ea3e · outbound

This paper cites Classifying emotions and engagement in online learning based on a single facial expression recognition neural network,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Classifying emotions and engagement in online learning based on a single facial expression recognition neural network,

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.110340Z digest=sha256:ef5ba83cd050a5f17a5c8665aac4342e9a22b2fbfae936fc3394dc3d9ada5028

Observation 51bde16e-0146-4eec-b52e-c2ea47f4eea4 · outbound

This paper cites Affectnet: A database for facial expression, valence, and arousal computing in the wild,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Affectnet: A database for facial expression, valence, and arousal computing in the wild,

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.113718Z digest=sha256:bfcea3d9aca666b76344bc94ef25976c1fcc4bf5e3667974e5c1d1ce442c054f

Observation 4d887ff7-bf32-4543-a64f-83e2746c933c · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Adam: A Method for Stochastic Optimization

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.117648Z digest=sha256:48ba1cdba9a162d008a2ddc0145388c6e2473106de270e96aa4a1b2e7b0a1d79

Observation f36feb37-91ad-4f0b-8945-51101035aed4 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection,

Reference 47

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.121304Z digest=sha256:75da992229162a7c95e1c089854e95e22cb7b3e874aef3bbd0a41f03d8e257c9

Observation d72d0534-580b-4d37-83ea-62e18a43ff85 · outbound

This paper cites Multi- attentional deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Multi- attentional deepfake detection,

Reference 48

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.125195Z digest=sha256:033564d4ae812a360636001cc372bc14ecb6afd17c99de338015ade6124d8f56

Observation d3fc64bc-295a-42e6-a3c7-7be9df278181 · outbound

This paper cites Detecting deepfake videos with temporal dropout 3dcnn.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Detecting deepfake videos with temporal dropout 3dcnn

Reference 49

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.129882Z digest=sha256:06e45e2f8b4ae4e7894d9b38f28b79b3531fca6598fcd325e10ccbfdf5c5376e

Observation 3f9b708f-6819-40de-817f-1588452e8500 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Faceforensics++: Learning to detect manipulated facial images,

Reference 50

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.133500Z digest=sha256:3d6984be213ce237ba1e3773c52d4fb11fb6b9f97314a913547a2ab49eb1e6e3

Observation 60ddda94-36be-4705-bcea-15c667d89ca9 · outbound

This paper cites Deepfakeucl: Deepfake detection via unsupervised contrastive learning,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Deepfakeucl: Deepfake detection via unsupervised contrastive learning,

Reference 51

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source=pdf_text observed=2026-08-15T23:23:36.136441Z digest=sha256:c6dad5bae823b4a546315d1775ca9ab2f040ea5e2f990a8522a393abc424caa9

Observation 0c559a9f-1e10-454c-8368-3320978b8c3b · outbound

This paper cites Two-branch recurrent network for isolating deepfakes in videos,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Two-branch recurrent network for isolating deepfakes in videos,

Reference 52

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.140080Z digest=sha256:7c5ae59ef04e82b69a007af851ec4afc94a1c7b2a8d2be311f94793f38da1455

Observation 4d6329ea-e11e-4257-80ee-e0aa0b879044 · outbound

This paper cites Detecting deep- fake videos from appearance and behavior,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Detecting deep- fake videos from appearance and behavior,

Reference 53

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:23:36.143433Z digest=sha256:1a5d04365f0da75bba902ca9ba1847c7f0015c7f15f5615a218df4568dd631aa

Observation 2177f61b-3fd8-443c-b29f-31bb01a49610 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Face x-ray for more general face forgery detection,

Reference 54

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.147511Z digest=sha256:c1c14c1390434b1fad8c24686a152e7bbfc3548fffc86093ea23df4f996d23f0

Observation 555d8d7d-8c78-4ae0-9970-bc81b7c0b04b · outbound

This paper cites Generalizing face forgery detection via uncertainty learning,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Generalizing face forgery detection via uncertainty learning,

Reference 55

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.210351Z digest=sha256:dcf71f3a54d65862120301dfc6edcc570f4070520f5e8c52ac8e1e85b490677e

Observation 8d9d3470-b5f0-47b8-b7ef-8de6ce516970 · outbound

This paper cites Mintime: multi-identity size-invariant video deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Mintime: multi-identity size-invariant video deepfake detection,

Reference 56

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.255800Z digest=sha256:c37601b2ec46a557cd94a022385d1d8cd7880486fa823d763ed2876229a302d0

Observation 7a1833c7-e483-4a94-8821-53400dcf7edd · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Thinking in frequency: Face forgery detection by mining frequency-aware clues,

Reference 57

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source=pdf_text observed=2026-08-15T23:23:36.300088Z digest=sha256:009ab8cd83eed45acc7a1e36213f93f3166da6b9ce2b87a8b7ef48e47fc59a1e

Observation df6b0185-82ee-4757-9eea-9a54ba6601eb · outbound

This paper cites Not made for each other-audio-visual dissonance-based deepfake detection and local- ization,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Not made for each other-audio-visual dissonance-based deepfake detection and local- ization,

Reference 58

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raw_fallback, observed 2026-08-15T23:23:37.920118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.420649Z digest=sha256:dd2e8f4caa3f05c7e896f6bd1db58a054684532930d3ab7e527c4eb8fd54c937

Observation 9eb17e82-3eeb-48c3-9eac-c387e5e13504 · outbound

This paper cites Finfer: Frame inference- based deepfake detection for high-visual-quality videos,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Finfer: Frame inference- based deepfake detection for high-visual-quality videos,

Reference 59

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.578163Z digest=sha256:25ef7c47ed106fe3a1ce1456d7c6647abc7b5b6a753f5b72e1049fb97f94b418

Observation 532c0053-0d42-4640-88cd-fce88a8013cf · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Exposing DeepFake Videos By Detecting Face Warping Artifacts

Reference 60

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.581953Z digest=sha256:eec5a3577a9fcf010dfd9bc80cee8ca6e7e47485fa0652cc6216be5dea773a2c

Observation cbdf2924-d7be-4cec-a0e4-f0f5255f9c35 · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Mesonet: a compact facial video forgery detection network,

Reference 61

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.585860Z digest=sha256:fc12323db80495a2b300f90cca48202caedbd7fbe648185c09a81f09a5d3ccbd

Observation afc642b7-ea06-4898-ba0b-d2066c99b52e · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection End-to- end reconstruction-classification learning for face forgery detection,

Reference 62

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raw_fallback, observed 2026-08-15T23:23:37.897728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.590313Z digest=sha256:6fcd2cd8d7f14a4e19a9e7b8f07ea41626bfcfdb0e8c42fb0a02b701a7a66ebb

Observation d90d01a6-c86a-4044-9575-962ef60424cc · outbound

This paper cites Hierarchical contrastive inconsistency learning for deepfake video detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Hierarchical contrastive inconsistency learning for deepfake video detection,

Reference 63

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.593950Z digest=sha256:1b5bdbb88eda81bb99f096ed36fa5b19de2c6c326f58b0e1134df641b852cea4

Observation 1063a4fa-0e06-4a2a-94ef-77e084a57cb4 · outbound

This paper cites Lisiam: Localization invariance siamese network for deepfake detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Lisiam: Localization invariance siamese network for deepfake detection,

Reference 64

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.598855Z digest=sha256:4d2255587b41cdb5c0349bee4bd8465c74e6b485e209ff56709fdfcfb35e2e82

Observation 1117ee90-1b1e-4d2e-b1bd-73a2588136e6 · outbound

This paper cites Protecting celebrities from deepfake with identity consistency transformer,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Protecting celebrities from deepfake with identity consistency transformer,

Reference 65

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.601879Z digest=sha256:1fe856c0eea929893b1934d7586e55e7d37ed44348069223c4849226394beceb

Observation e01fddb1-4d6a-423b-b5c1-f4cba472bcb0 · outbound

This paper cites Dual contrastive learning for general face forgery detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Dual contrastive learning for general face forgery detection,

Reference 66

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raw_fallback, observed 2026-08-15T23:23:37.673642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.605161Z digest=sha256:965644d9c2dcfa658815e4a1027432d710af5f7d3e98a27b6511fbe90b949e70

Observation 23160337-f8d3-4043-b8dd-c034832c59ad · outbound

This paper cites Im- plicit identity driven deepfake face swapping detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Im- plicit identity driven deepfake face swapping detection,

Reference 67

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raw_fallback, observed 2026-08-15T23:23:37.536361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.608620Z digest=sha256:6bfd45f317e4e9df32e1608006c7a586e723ec6d8222376a8e6c613230080d57

Observation f55a0e82-773b-402a-8aef-fce89deb2345 · outbound

This paper cites Explaining deepfake detection by analysing image matching,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Explaining deepfake detection by analysing image matching,

Reference 68

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:23:36.676618Z digest=sha256:b83ebfd1d326abc392d87fa3700d59d7eb9cf03cc6efbcdd56769ac236437c1b

Observation 2d16b9aa-e983-4b85-b025-8174e9c00f31 · outbound

This paper cites Exploring temporal coherence for more general video face forgery detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Exploring temporal coherence for more general video face forgery detection,

Reference 69

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.833811Z digest=sha256:051a4ff9000644ef4f50f0fe5e46ec04177d216caf8bf589377a0b8bb277e4e3

Observation beef867c-81ca-41fa-9ad6-95979a6df85a · outbound

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

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Generalizing face forgery detec- tion with high-frequency features,

Reference 70

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:36.927302Z digest=sha256:cdc6d3b1477215dae17194ddfb93b8f7d1070abbfd132c576c4e51f147b983f4

Observation 7aafd66c-2040-402a-9ab7-3814a68b65e2 · outbound

This paper cites Region-aware temporal inconsistency learning for deepfake video detection.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Region-aware temporal inconsistency learning for deepfake video detection

Reference 71

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raw_fallback, observed 2026-08-15T23:23:37.439772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.961635Z digest=sha256:185b8f6c9b50efa2f67335f15800de92b1566f4ed045b06dc90f4f7f0f9695b2

Observation 89a3347b-7f0e-466b-85c9-d26a54e99db8 · outbound

This paper cites Wavelet-enhanced weakly supervised local feature learning for face forgery detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Wavelet-enhanced weakly supervised local feature learning for face forgery detection,

Reference 72

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T23:23:36.965893Z digest=sha256:8f07a95f16d19070796baed735b49120133d0279201fef5e44d794652f0fec8a

Observation 150fa27a-79b3-40f3-80b0-4eef118ffaba · outbound

This paper cites Altfreezing for more general video face forgery detection,.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Altfreezing for more general video face forgery detection,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:23:37.429264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:23:36.970506Z digest=sha256:7c18ceba6488353dc09f189a5b1d52e90d7291e054bd499cede06d5baab511d6

Observation 4fd8323e-9153-4730-a2d1-57e55ef50627 · outbound

This paper cites an unresolved cited work.

Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:23:37.332180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Pith citing papers

No inbound Pith citation observations are available.