DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection | Paper Citation Record

Observation 137a5580-54bc-46c3-a17b-01fa312a7735 · outbound

This paper cites Senior, Oriol Vinyals, and Andrew Zisser- man.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Senior, Oriol Vinyals, and Andrew Zisser- man

Reference 1

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Observation 391d8aed-ff5c-4f69-9c05-6ad947eb7f4b · outbound

This paper cites Detecting deep-fake videos from phoneme-viseme mismatches.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Detecting deep-fake videos from phoneme-viseme mismatches

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:50.077697Z

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Observation c5ab2175-98ce-4bf8-9ea2-f91fcf616805 · outbound

This paper cites The DeepSpeak Dataset.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection The DeepSpeak Dataset

Reference 3

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Observation 71e7f34b-180b-4746-9d74-fb0bd3a3b8a2 · outbound

This paper cites Lost in translation: Lip-sync deepfake detection from audio- video mismatch.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Lost in translation: Lip-sync deepfake detection from audio- video mismatch

Reference 4

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Observation 11a88e2c-7f21-4cc4-b4a7-e90c760db9d6 · outbound

This paper cites Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning.To appear in CVPR, 2025.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning.To appear in CVPR, 2025

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:49.569037Z

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Observation fb4dd59d-341d-4699-acff-e1bb683953ad · outbound

This paper cites Do you really mean that? content driven audio-visual deepfake dataset and multimodal method for temporal forgery localization.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Do you really mean that? content driven audio-visual deepfake dataset and multimodal method for temporal forgery localization

Reference 6

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Observation 89acdd4a-85c0-4e88-8425-db31d6137f7d · outbound

This paper cites Av-deepfake1m: A large-scale llm-driven audio-visual deepfake dataset.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Av-deepfake1m: A large-scale llm-driven audio-visual deepfake dataset

Reference 7

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Observation b438945d-eb13-4c3f-8af5-080004ef07f9 · outbound

This paper cites Trusted media challenge dataset and user study.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Trusted media challenge dataset and user study

Reference 8

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Observation 3c8b1e7d-e1fe-416b-8a71-9616440fd572 · outbound

This paper cites V oice-face homogeneity tells deepfake.ACM Trans.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection V oice-face homogeneity tells deepfake.ACM Trans

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:48.972000Z

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Observation 3806f93c-6950-4cbc-ae85-995f0582eae6 · outbound

This paper cites Videoretalking: Audio-based lip synchronization for talking head video editing in the wild.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Videoretalking: Audio-based lip synchronization for talking head video editing in the wild

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:35.408685Z

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Observation 3fba45a1-227d-4c02-a7cb-0a40b8dc8933 · outbound

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

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Not made for each other- audio-visual dissonance-based deepfake detection and localization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:35.527022Z

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Observation 1ee450fe-2506-44c7-aeb1-4ecdcaea66cb · outbound

This paper cites an unresolved cited work.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:48.657179Z

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Observation 4fb05eb3-63b2-4f99-94dd-b2250659033f · outbound

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

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection The Deepfake Detection Challenge (DFDC) Preview Dataset

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:35.823824Z

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Observation 550595e7-6821-4d0a-9178-d31a11ef109e · outbound

This paper cites ElevenLabs: Free Text to Speech & AI Voice Generator.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection ElevenLabs: Free Text to Speech & AI Voice Generator

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:48.367499Z

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Observation 1e426f45-ccae-4559-b885-cdc6124083b4 · outbound

This paper cites Self-supervised video forensics by audio-visual anomaly detection.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Self-supervised video forensics by audio-visual anomaly detection

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:48.009313Z

Source-reported events for the cited work

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Observation 7bf25df6-d26f-4dbf-8e19-cf8922e84231 · outbound

This paper cites an unresolved cited work.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:36.280656Z

Source-reported events for the cited work

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Observation 44130256-47ba-405b-867d-34fe04e45508 · outbound

This paper cites Spatiotemporal inconsistency learning for deepfake video detection.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Spatiotemporal inconsistency learning for deepfake video detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:36.414438Z

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Observation 2287872a-fb16-4e1a-b5a7-56a913bb8864 · outbound

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

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Leveraging real talking faces via self-supervision for robust forgery detection

Reference 19

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:18:43.182725Z

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Observation f2571ef6-a702-4a8b-b719-ca962c4465d2 · outbound

This paper cites Forgerynet: A versatile benchmark for comprehensive forgery analysis.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Forgerynet: A versatile benchmark for comprehensive forgery analysis

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:36.840206Z

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Observation 5cec82e8-4ef9-4aab-8b1c-b9180840ec97 · outbound

This paper cites PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:18:41.297397Z

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Observation e965ea21-0790-4c61-b9ad-22ab694cd5e3 · outbound

This paper cites Deepfakes and their impact on society, Feb 2024.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Deepfakes and their impact on society, Feb 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:47.692602Z

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Observation 1568a3ee-c208-45b7-8c42-949c5ea49ee4 · outbound

This paper cites Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, and Yonghui Wu.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, and Yonghui Wu

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:47.378731Z

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Observation 0c80c111-ad3e-4630-9443-2e89293ce9d5 · outbound

This paper cites Revisiting generalizability in deepfake detection: Improving metrics and stabilizing transfer.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Revisiting generalizability in deepfake detection: Improving metrics and stabilizing transfer

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:47.093958Z

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Observation 9b2ffe8b-0cc3-4926-bd6d-db2fb6322b15 · outbound

This paper cites an unresolved cited work.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:46.748930Z

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Observation 43e10c6a-d2d0-44a2-95c9-2cf90bcadf9c · outbound

This paper cites Fast face-swap using con- volutional neural networks.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Fast face-swap using con- volutional neural networks

Reference 26

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Observation 96394362-d0dc-478a-bf7d-d7b9b080d66c · outbound

This paper cites DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:37.830717Z

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Observation 03a3f80c-a08a-454c-894f-1b5f31d40cbd · outbound

This paper cites Kodf: A large-scale korean deepfake detection dataset.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Kodf: A large-scale korean deepfake detection dataset

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:46.437415Z

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Observation e3fce336-49f9-420d-8d68-205964c00070 · outbound

This paper cites Speechforensics: Audio-visual speech represen- tation learning for face forgery detection.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Speechforensics: Audio-visual speech represen- tation learning for face forgery detection

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:46.188229Z

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Observation ae3834d0-e49d-47fb-ae37-6eba138d6cf4 · outbound

This paper cites Lips are lying: Spotting the temporal inconsistency between audio and visual in lip-syncing deepfakes.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Lips are lying: Spotting the temporal inconsistency between audio and visual in lip-syncing deepfakes

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:45.975597Z

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Observation 4bf0d71d-cfb8-4fb8-85f6-3ba254e11c2b · outbound

This paper cites Emotions don’t lie: An audio-visual deepfake detection method using affective cues.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Emotions don’t lie: An audio-visual deepfake detection method using affective cues

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:45.762206Z

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Observation 754a0db5-4509-4c03-89e3-e11c5c2b8c0c · outbound

This paper cites Df-platter: Multi-face heterogeneous deepfake dataset.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Df-platter: Multi-face heterogeneous deepfake dataset

Reference 33

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Observation e0742caa-fdfb-4b25-8e85-ea301dcf5c9d · outbound

This paper cites BYOL for audio: Self-supervised learning for general-purpose audio representation.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection BYOL for audio: Self-supervised learning for general-purpose audio representation

Reference 34

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Observation e89a7697-22d6-4497-af9b-48f585966a2a · outbound

This paper cites FSGAN: subject agnostic face swapping and reenactment.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection FSGAN: subject agnostic face swapping and reenactment

Reference 35

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Observation e9b7e56b-75c3-4e75-b4d8-6b72b3b0171d · outbound

This paper cites A VFF: audio-visual feature fusion for video deep- fake detection.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection A VFF: audio-visual feature fusion for video deep- fake detection

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:39.343411Z

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Observation 8525d7f7-0d25-4e89-b38a-3f67fc0098d1 · outbound

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DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation 228e61de-e17a-469f-aece-520079c1ad5f · outbound

This paper cites Multimodaltrace: Deepfake detection using audiovisual representation learning.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Multimodaltrace: Deepfake detection using audiovisual representation learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:39.576824Z

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Observation 51baf870-57bd-40ca-85e3-30826a359ac7 · outbound

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

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Faceforensics++: Learning to detect manipulated facial images

Reference 39

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Observation f4c909d7-ae70-47ab-b9d4-d9b9e97e3685 · outbound

This paper cites Facefusion.https://github.com/facefusion/facefusion, 2024.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Facefusion.https://github.com/facefusion/facefusion, 2024

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:45.539321Z

Source-reported events for the cited work

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Observation c60b9fc1-9ce8-4a09-8700-f2a8ba2e0276 · outbound

This paper cites an unresolved cited work.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unresolved cited work

Reference 41

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Source-reported events for the cited work

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Observation dc4fa2ff-1c45-4880-b240-6d4a3d230ae6 · outbound

This paper cites Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:39.977883Z

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Observation b9f2c399-abe0-43e3-946b-4c0adcea4a2e · outbound

This paper cites A closer look at spatiotemporal convolutions for action recognition.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection A closer look at spatiotemporal convolutions for action recognition

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:40.238556Z

Source-reported events for the cited work

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Observation bddfc92f-ec1d-4dd9-9fed-1d30545f29c8 · outbound

This paper cites Deepfakes audio detection leveraging audio spectrogram and convolutional neural networks.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Deepfakes audio detection leveraging audio spectrogram and convolutional neural networks

Reference 44

Resolution: verified exact; doi, observed 2026-08-07T10:18:40.996484Z

Source-reported events for the cited work

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Observation a83e6824-73e2-4ef0-a2d9-82b2a48369c1 · outbound

This paper cites Abc-capsnet: Attention based cascaded capsule network for audio deepfake detection.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Abc-capsnet: Attention based cascaded capsule network for audio deepfake detection

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:45.304466Z

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 46def09e-f4c3-495b-9cc4-e5e586cbecd5 · outbound

This paper cites Audio deepfake detection system with neural stitching for ADD 2022.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Audio deepfake detection system with neural stitching for ADD 2022

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:40.494965Z

Source-reported events for the cited work

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Observation 72324672-143b-4265-98a6-51a2a96795e4 · outbound

This paper cites Avoid-df: Audio-visual joint learning for detecting deepfake.IEEE Trans.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Avoid-df: Audio-visual joint learning for detecting deepfake.IEEE Trans

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:40.532283Z

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Observation 15d6c69a-8c75-46c0-81b1-fc7b71a009cd · outbound

This paper cites Joint face detection and alignment using multitask cascaded convolutional networks.IEEE signal processing letters, 23(10): 1499–1503, 2016.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Joint face detection and alignment using multitask cascaded convolutional networks.IEEE signal processing letters, 23(10): 1499–1503, 2016

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:45.002570Z

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 5bd5cf4a-11af-4f7a-bd31-9ee4101235b5 · outbound

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

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Exploring temporal coherence for more general video face forgery detection

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:44.715333Z

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 228876f4-7a32-4c66-9459-21f024b91279 · outbound

This paper cites an unresolved cited work.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:44.419252Z

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 c71c2684-7bc1-4615-b752-e8678f7d6328 · outbound

This paper cites real”/“fake.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection real”/“fake

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:44.136851Z

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 86d7a5a5-92a7-47e3-bac2-c46bd06143ca · outbound

This paper cites The AVA-Kinetics Localized Human Actions Video Dataset.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection The AVA-Kinetics Localized Human Actions Video Dataset

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:38.362189Z

Source-reported events for the cited work

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Observation 6cdee18e-af0b-4dca-be3f-381beda201c1 · outbound

This paper cites Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:40.105687Z

Source-reported events for the cited work

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Observation 2c94da56-2dee-498f-beae-b0b40bdf9276 · outbound

This paper cites URLhttps://doi.org/10.1145/3625231.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection URLhttps://doi.org/10.1145/3625231

Reference 2024

Resolution: verified exact; doi, observed 2026-08-07T10:18:41.519765Z

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 43e8d5ad-f28d-41d9-b219-91e7264c234b · outbound

This paper cites doi: 10.1109/CVPRW50498.2020.00338.

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection doi: 10.1109/CVPRW50498.2020.00338

Reference 2822

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:34.285971Z

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