Fair Deepfake Detectors Can Generalize | Paper Citation Record

Observation c471fd5a-c3e2-4928-996e-d1e16b4de22c · outbound

This paper cites Contributing data to deepfake detection research, 2019.

Fair Deepfake Detectors Can Generalize Contributing data to deepfake detection research, 2019

Reference 1

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Observation cac568b0-590e-4b6b-9bbc-860f47f62409 · outbound

This paper cites Gender shades: Intersectional accuracy disparities in commercial gender classification.

Fair Deepfake Detectors Can Generalize Gender shades: Intersectional accuracy disparities in commercial gender classification

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:54.739294Z

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Observation 8a6d6757-78c4-4b2a-a36e-f95d141af160 · outbound

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

Fair Deepfake Detectors Can Generalize End-to-end reconstruction-classification learning for face forgery detection

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:54.625939Z

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Observation b75e61dd-a9a4-4a79-9313-d54eec0baf23 · outbound

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

Fair Deepfake Detectors Can Generalize What makes fake images detectable? understanding properties that generalize

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:54.502805Z

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Observation 747ee68b-34e9-43be-9691-2f37598f8558 · outbound

This paper cites Causal feature learning: an overview.

Fair Deepfake Detectors Can Generalize Causal feature learning: an overview

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:54.376077Z

Source-reported events for the cited work

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Observation cedf1d9f-7d38-46d0-91d7-56d9d5bd2fde · outbound

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

Fair Deepfake Detectors Can Generalize Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:54.250868Z

Source-reported events for the cited work

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Observation badf53f1-48d1-4b14-a801-b21f2e0930aa · outbound

This paper cites Mecd: Unlocking multi-event causal discovery in video reasoning.

Fair Deepfake Detectors Can Generalize Mecd: Unlocking multi-event causal discovery in video reasoning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:54.125574Z

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Observation b8fd4d57-d690-490a-bd4a-99d19674f67f · outbound

This paper cites Causal intervention and counterfactual reasoning for multi-modal fake news detection.

Fair Deepfake Detectors Can Generalize Causal intervention and counterfactual reasoning for multi-modal fake news detection

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:54.014556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0a45562-c6ee-47ad-a2db-1a3971a53256 · outbound

This paper cites Voice-face homogeneity tells deepfake.

Fair Deepfake Detectors Can Generalize Voice-face homogeneity tells deepfake

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:53.901806Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d55b27aa-d040-439d-a3f9-886fe2252a40 · outbound

This paper cites Social Debiasing for Fair Multi-modal LLMs.

Fair Deepfake Detectors Can Generalize Social Debiasing for Fair Multi-modal LLMs

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:29:42.582378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d84e29b4-6571-47c6-a3c0-ed38f603dce0 · outbound

This paper cites Can we leave deepfake data behind in training deepfake detector? In NeurIPS, pp.\ 1--12, 2024 b.

Fair Deepfake Detectors Can Generalize Can we leave deepfake data behind in training deepfake detector? In NeurIPS, pp.\ 1--12, 2024 b

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:53.745560Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7cbf2d24-33fd-43a7-88b9-a1f9b8a9e5c4 · outbound

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

Fair Deepfake Detectors Can Generalize Exploiting style latent flows for generalizing deepfake video detection

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:53.565155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe8522a2-66c9-4752-a875-ab58f362897c · outbound

This paper cites A systematic review of ‘fair’ai model development for image classification and prediction.

Fair Deepfake Detectors Can Generalize A systematic review of ‘fair’ai model development for image classification and prediction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:53.417397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4d79d94-58ef-45b5-bc3f-37ef0c1d61d4 · outbound

This paper cites Fairadapter: Detecting ai-generated images with improved fairness.

Fair Deepfake Detectors Can Generalize Fairadapter: Detecting ai-generated images with improved fairness

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:53.197459Z

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Observation bd7d2a6c-3dec-4ed6-a4fd-677c0880adbf · outbound

This paper cites The deepfake detection challenge dataset.

Fair Deepfake Detectors Can Generalize The deepfake detection challenge dataset

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:53.010785Z

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Observation 8279f719-d343-4773-b50c-26dd95450b7e · outbound

This paper cites Implicit identity leakage: The stumbling block to improving deepfake detection generalization.

Fair Deepfake Detectors Can Generalize Implicit identity leakage: The stumbling block to improving deepfake detection generalization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:52.827635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62f2be7a-edd7-4c74-af2f-c9d3799ac8f3 · outbound

This paper cites Fairness-aware ranking in search & recommendation systems with application to linkedin talent search.

Fair Deepfake Detectors Can Generalize Fairness-aware ranking in search & recommendation systems with application to linkedin talent search

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:52.676357Z

Source-reported events for the cited work

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Observation 93fbc391-16ea-4e48-8f92-e307ab4a3f7c · outbound

This paper cites Improving generalization of deepfake detectors by imposing gradient regularization.

Fair Deepfake Detectors Can Generalize Improving generalization of deepfake detectors by imposing gradient regularization

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:52.478928Z

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Observation 31d12370-f91c-4ad4-a6cd-525415560127 · outbound

This paper cites Leveraging real talking faces via self-supervision for robust forgery detection.

Fair Deepfake Detectors Can Generalize Leveraging real talking faces via self-supervision for robust forgery detection

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:52.332428Z

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Observation bd2e93d3-da3a-44fc-aefa-6f6db134267c · outbound

This paper cites Towards more general video-based deepfake detection through facial feature guided adaptation for foundation model.

Fair Deepfake Detectors Can Generalize Towards more general video-based deepfake detection through facial feature guided adaptation for foundation model

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:52.190974Z

Source-reported events for the cited work

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Observation 8688fef6-d3b3-44b5-9f97-5b02f7a5655c · outbound

This paper cites Towards measuring fairness in AI: the casual conversations dataset.

Fair Deepfake Detectors Can Generalize Towards measuring fairness in AI: the casual conversations dataset

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:51.996994Z

Source-reported events for the cited work

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Observation 353b2ddb-3ec9-4403-b661-cbb12458e875 · outbound

This paper cites Contrastive learning for deepfake classification and localization via multi-label ranking.

Fair Deepfake Detectors Can Generalize Contrastive learning for deepfake classification and localization via multi-label ranking

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:51.840421Z

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Observation 62b589a6-08c0-4ad6-ba1d-98f6e4a296bb · outbound

This paper cites Exploring frequency adversarial attacks for face forgery detection.

Fair Deepfake Detectors Can Generalize Exploring frequency adversarial attacks for face forgery detection

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:51.670832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f480ca13-fe40-4351-93b7-4d0120acb545 · outbound

This paper cites Improving fairness in deepfake detection.

Fair Deepfake Detectors Can Generalize Improving fairness in deepfake detection

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:51.479590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e7de98e-ea0c-43f0-a802-f1bd61efec18 · outbound

This paper cites Advancing high fidelity identity swapping for forgery detection.

Fair Deepfake Detectors Can Generalize Advancing high fidelity identity swapping for forgery detection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:51.285667Z

Source-reported events for the cited work

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Observation 62d45f80-fbfc-4818-8607-1b9279cbc2e8 · outbound

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

Fair Deepfake Detectors Can Generalize Face x-ray for more general face forgery detection

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:51.133164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5709f1b2-9aed-4f64-b7d0-0a60f79e59d9 · outbound

This paper cites Logical relation inference and multiview information interaction for domain adaptation person re-identification.

Fair Deepfake Detectors Can Generalize Logical relation inference and multiview information interaction for domain adaptation person re-identification

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:50.971637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c85ac155-f4f8-4a39-8d44-10a42834b478 · outbound

This paper cites Towards deconfounded image-text matching with causal inference.

Fair Deepfake Detectors Can Generalize Towards deconfounded image-text matching with causal inference

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:50.721439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e5a6526-13ef-48ee-8580-f93e8a81ce26 · outbound

This paper cites In ictu oculi: Exposing ai generated fake face videos by detecting eye blinking.

Fair Deepfake Detectors Can Generalize In ictu oculi: Exposing ai generated fake face videos by detecting eye blinking

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:50.546121Z

Source-reported events for the cited work

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Observation 8b7d9087-1421-4617-870e-0242bf4a23bf · outbound

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

Fair Deepfake Detectors Can Generalize Celeb-df: A large-scale challenging dataset for deepfake forensics

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:50.349579Z

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Observation 0e91a551-96dd-4a4c-9c97-3cd1a48f8720 · outbound

This paper cites Preserving fairness generalization in deepfake detection.

Fair Deepfake Detectors Can Generalize Preserving fairness generalization in deepfake detection

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:50.167826Z

Source-reported events for the cited work

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Observation bd788455-95cf-4462-9341-db5ce20c9b92 · outbound

This paper cites Improving model fairness in image-based computer-aided diagnosis.

Fair Deepfake Detectors Can Generalize Improving model fairness in image-based computer-aided diagnosis

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:49.961025Z

Source-reported events for the cited work

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Observation 023d3d87-da66-4c40-83f0-563806e5b6be · outbound

This paper cites Thinking racial bias in fair forgery detection: Models, datasets and evaluations.

Fair Deepfake Detectors Can Generalize Thinking racial bias in fair forgery detection: Models, datasets and evaluations

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:49.778575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c22f9bf6-3296-44f0-ad3e-155110dd8fcb · outbound

This paper cites Learning Real Facial Concepts for Independent Deepfake Detection.

Fair Deepfake Detectors Can Generalize Learning Real Facial Concepts for Independent Deepfake Detection

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:29:42.426959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 541d6bbe-58ef-4f15-86cd-06a3f62e2f7a · outbound

This paper cites DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution.

Fair Deepfake Detectors Can Generalize DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:38.472890Z

Source-reported events for the cited work

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Observation 8b48c116-e388-47c8-828b-ece9cd65bb75 · outbound

This paper cites Discovering causal signals in images.

Fair Deepfake Detectors Can Generalize Discovering causal signals in images

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:49.554749Z

Source-reported events for the cited work

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Observation e3b57631-4f68-4852-ada7-d013e5adae32 · outbound

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

Fair Deepfake Detectors Can Generalize Generalizing face forgery detection with high-frequency features

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:49.294353Z

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Observation 1204ecc3-88f9-4722-b7f0-9131d9341465 · outbound

This paper cites Causality inspired representation learning for domain generalization.

Fair Deepfake Detectors Can Generalize Causality inspired representation learning for domain generalization

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:49.112863Z

Source-reported events for the cited work

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Observation fac1bdcb-48bf-497c-b775-b5277f9e0587 · outbound

This paper cites Domain generalization using causal matching.

Fair Deepfake Detectors Can Generalize Domain generalization using causal matching

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:48.898452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 372a09bc-81df-4696-ad71-0445b0eb96da · outbound

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

Fair Deepfake Detectors Can Generalize Two-branch recurrent network for isolating deepfakes in videos

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:48.626872Z

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Observation 1fb9027f-81af-4f1b-afab-d0f27a39ef77 · outbound

This paper cites GBDF: gender balanced deepfake dataset towards fair deepfake detection.

Fair Deepfake Detectors Can Generalize GBDF: gender balanced deepfake dataset towards fair deepfake detection

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:48.421921Z

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Observation a8c74f0a-1b71-4164-8455-fa8ef80e3ec5 · outbound

This paper cites Fair contrastive learning for facial attribute classification.

Fair Deepfake Detectors Can Generalize Fair contrastive learning for facial attribute classification

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:48.153276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a9fb6e87-de90-4c20-bfa4-7128535ea80b · outbound

This paper cites Causality: Models, Reasoning and Inference.

Fair Deepfake Detectors Can Generalize Causality: Models, Reasoning and Inference

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:47.954010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24409dc5-3248-49aa-b057-574b45deeb52 · outbound

This paper cites The do-calculus revisited.

Fair Deepfake Detectors Can Generalize The do-calculus revisited

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:47.747656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad836bd6-cb7d-49f6-8944-e55bd6ae4ae1 · outbound

This paper cites Does obesity shorten life? or is it the soda? on non-manipulable causes.

Fair Deepfake Detectors Can Generalize Does obesity shorten life? or is it the soda? on non-manipulable causes

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:47.497907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73f890a4-1ed7-4bfe-ae9d-d80c4486916f · outbound

This paper cites Causal inference in statistics: A primer.

Fair Deepfake Detectors Can Generalize Causal inference in statistics: A primer

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:39.458022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dad9e5c-2f1b-462a-bdf3-08ee01005c45 · outbound

This paper cites Fairness evaluation in deepfake detection models using metamorphic testing.

Fair Deepfake Detectors Can Generalize Fairness evaluation in deepfake detection models using metamorphic testing

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:47.254622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 143e5dbe-7e21-4e66-8645-dcf341d901a8 · outbound

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

Fair Deepfake Detectors Can Generalize Thinking in frequency: Face forgery detection by mining frequency-aware clues

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:47.098730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bebcfebd-47e9-4afe-8a4b-642c1ad5d811 · outbound

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

Fair Deepfake Detectors Can Generalize Faceforensics++: Learning to detect manipulated facial images

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:46.964506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d5d222d-01a0-403a-92cc-7260ada7c887 · outbound

This paper cites Detecting deepfakes with self-blended images.

Fair Deepfake Detectors Can Generalize Detecting deepfakes with self-blended images

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:46.787354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c62ef472-17c5-4602-8141-735e8d6f0515 · outbound

This paper cites Towards General Visual-Linguistic Face Forgery Detection(V2).

Fair Deepfake Detectors Can Generalize Towards General Visual-Linguistic Face Forgery Detection(V2)

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:39.942843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 156d1869-3768-457f-8ce1-3b5e644212a4 · outbound

This paper cites Rethinking open-world deepfake attribution with multi-perspective sensory learning.

Fair Deepfake Detectors Can Generalize Rethinking open-world deepfake attribution with multi-perspective sensory learning

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:46.608423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3112e24c-ddbf-4fea-be58-ee8703a5b60e · outbound

This paper cites Rethinking the up-sampling operations in cnn-based generative network for generalizable deepfake detection.

Fair Deepfake Detectors Can Generalize Rethinking the up-sampling operations in cnn-based generative network for generalizable deepfake detection

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:46.463378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d41c10f-e235-4c95-a3ea-6f1979dfada2 · outbound

This paper cites an unresolved cited work.

Fair Deepfake Detectors Can Generalize Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:29:46.315324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99582686-a480-49aa-b0ca-7a63def8974c · outbound

This paper cites An examination of fairness of AI models for deepfake detection.

Fair Deepfake Detectors Can Generalize An examination of fairness of AI models for deepfake detection

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:46.126965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff57010e-5887-4081-8df1-5c7daed15f50 · outbound

This paper cites Representative forgery mining for fake face detection.

Fair Deepfake Detectors Can Generalize Representative forgery mining for fake face detection

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:45.983211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe32be9f-01c0-4dad-8e54-5a8147a508a5 · outbound

This paper cites Mitigating bias in face recognition using skewness-aware reinforcement learning.

Fair Deepfake Detectors Can Generalize Mitigating bias in face recognition using skewness-aware reinforcement learning

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:45.839953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a2b4320-9b91-4b1a-a775-d5b2a24d110a · outbound

This paper cites Deepfake detection: A comprehensive survey from the reliability perspective.

Fair Deepfake Detectors Can Generalize Deepfake detection: A comprehensive survey from the reliability perspective

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:45.709132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2039d6e-147b-48d0-84f1-2223a38369a3 · outbound

This paper cites Sstnet: Detecting manipulated faces through spatial, steganalysis and temporal features.

Fair Deepfake Detectors Can Generalize Sstnet: Detecting manipulated faces through spatial, steganalysis and temporal features

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:45.575684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a206509b-dfe2-4d37-9656-fe5344917156 · outbound

This paper cites Mmnet: multi-collaboration and multi-supervision network for sequential deepfake detection.

Fair Deepfake Detectors Can Generalize Mmnet: multi-collaboration and multi-supervision network for sequential deepfake detection

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:45.400664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9409faf-30b3-4dcf-b54f-942d5b78c459 · outbound

This paper cites Region-aware face swapping.

Fair Deepfake Detectors Can Generalize Region-aware face swapping

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:45.259622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b8dcc01-e92f-486d-ae55-aa02bf7aa796 · outbound

This paper cites Analyzing fairness in deepfake detection with massively annotated databases.

Fair Deepfake Detectors Can Generalize Analyzing fairness in deepfake detection with massively annotated databases

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:45.022197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e5888391-c3d7-46b4-88bb-f1e1ca49cf65 · outbound

This paper cites UCF: uncovering common features for generalizable deepfake detection.

Fair Deepfake Detectors Can Generalize UCF: uncovering common features for generalizable deepfake detection

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:44.731391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b054752f-d0c2-4aed-8e25-c9bb93dc14d2 · outbound

This paper cites Transcending forgery specificity with latent space augmentation for generalizable deepfake detection.

Fair Deepfake Detectors Can Generalize Transcending forgery specificity with latent space augmentation for generalizable deepfake detection

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:44.394344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 724122fa-5a55-41f3-a588-719e67613d23 · outbound

This paper cites Generalizing deepfake video detection with plug-and-play: Video-level blending and spatiotemporal adapter tuning.

Fair Deepfake Detectors Can Generalize Generalizing deepfake video detection with plug-and-play: Video-level blending and spatiotemporal adapter tuning

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:44.080311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ecd80b95-68c4-4d27-9899-7eadca544443 · outbound

This paper cites Causal prompting: Debiasing large language model prompting based on front-door adjustment.

Fair Deepfake Detectors Can Generalize Causal prompting: Debiasing large language model prompting based on front-door adjustment

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:43.737199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bae8b9ea-c1a0-42f1-8154-3bd991547f14 · outbound

This paper cites Causal intervention for weakly-supervised semantic segmentation.

Fair Deepfake Detectors Can Generalize Causal intervention for weakly-supervised semantic segmentation

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:43.486981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0c071f5-fb04-45d8-8b35-cbd15e59a310 · outbound

This paper cites Attribute-guided collaborative learning for partial person re-identification.

Fair Deepfake Detectors Can Generalize Attribute-guided collaborative learning for partial person re-identification

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:43.302872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0efa6a3a-37ca-4bef-b51d-b1858634e98f · outbound

This paper cites Multi-factor adaptive vision selection for egocentric video question answering.

Fair Deepfake Detectors Can Generalize Multi-factor adaptive vision selection for egocentric video question answering

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:43.173872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e1fa73c-799b-4311-ab1c-a1b69cf72381 · outbound

This paper cites Devlbert: Learning deconfounded visio-linguistic representations.

Fair Deepfake Detectors Can Generalize Devlbert: Learning deconfounded visio-linguistic representations

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:43.038990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 190e6d5f-40f9-4002-995f-50196a00cb71 · outbound

This paper cites Multi-attentional deepfake detection.

Fair Deepfake Detectors Can Generalize Multi-attentional deepfake detection

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:42.902078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d476c50-48c8-4cf4-94c5-7dfa471aa989 · outbound

This paper cites Joint audio-visual deepfake detection.

Fair Deepfake Detectors Can Generalize Joint audio-visual deepfake detection

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:29:42.762215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2b003f4-7543-4341-8810-10fe90f2fb29 · outbound

This paper cites write newline.

Fair Deepfake Detectors Can Generalize write newline

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:41.843332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5baccc33-5ebd-4f1d-89bb-342744f4753a · outbound

This paper cites @esa (Ref.

Fair Deepfake Detectors Can Generalize @esa (Ref

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:41.920325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7021568a-ee13-419d-a398-ff02bea81c43 · outbound

This paper cites an unresolved cited work.

Fair Deepfake Detectors Can Generalize Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:41.988269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11792e94-4a29-4978-97e7-7bfaf9c7a858 · outbound

This paper cites -s sR =I . QҬ O !@ jw]Ur R( Q(T9 ejb /2 ^+ 30U^ L[fp 1 S@I <LⴖƝV` = I2 PC4@ 80Na@y^ tDm ,r 5 I ,pa #ZF ^c U !ǽ.

Fair Deepfake Detectors Can Generalize -s sR =I . QҬ O !@ jw]Ur R( Q(T9 ejb /2 ^+ 30U^ L[fp 1 S@I <LⴖƝV` = I2 PC4@ 80Na@y^ tDm ,r 5 I ,pa #ZF ^c U !ǽ

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:42.080977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers