Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T11:07:33.024715Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2411.18572.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T11:07:33.024715Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:58.647254Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T15:27:01.283805Z
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a0c12662-291a-4d49-b290-38649dc5233a · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Deferred neural rendering: Image synthesis using neural textures,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5180e1e5-39f5-4190-8aca-2e25ffe74e70 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Face2face: Real-time face capture and reenactment of rgb videos,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55651918-2d42-41e5-aafb-28bc7622c3ed · outbound
Exploring Depth Information for Detecting Manipulated Face Videos DeepFaceLab: Integrated, flexible and extensible face-swapping framework
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79d2bcb0-d607-4f51-8df3-b1491ab98a6b · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Poisson image editing,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a4f60b6b-8ee5-47d0-90ef-85c7ffdeb890 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8eb890e3-9a89-4a3e-9c04-a303e0900ff9 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Fakepolisher: Making deepfakes more detection- evasive by shallow reconstruction,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 69ff6a46-df26-4d1b-913e-0ad8edc032ef · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Faceswap,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8c50a5c2-1796-41bf-9d17-416aa6c00a61 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Deep residual learning for image recognition,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c350d576-320b-41d0-8865-ce76d3c472bf · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Faceforensics++: Learning to detect manipulated facial images,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8646e044-3b3f-46c4-a7aa-7293321f1142 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Mesonet: a compact facial video forgery detection network,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31911a82-d03a-44a8-b6ff-77d75931f852 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Efficientnet: Rethinking model scaling for con- volutional neural networks,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e7dacbe-72e6-4e14-a1e5-571978893f41 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Face x-ray for more general face forgery detection,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a820a7a-1dd6-4928-9d3d-8e2babb6f2aa · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Exposing deepfake face forgeries with guided residuals,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c0217c8f-b46a-402c-92f0-77312f4d4620 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Id- reveal: Identity-aware deepfake video detection,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fcf4e7da-57f6-4067-884e-8d61cae25a37 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Wilddeepfake: A challenging real-world dataset for deepfake detection,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 87120220-90dd-42f7-a5c9-dc7bad93a519 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Finding facial forgery artifacts with parts-based detectors,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a6d3ec91-a1b2-47e5-95d2-603a48e7af21 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Exploiting fine- grained face forgery clues via progressive enhancement learning,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d0506e4-d058-4089-8634-359238c7738c · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Local relation learn- ing for face forgery detection,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2656e705-6dd6-4a8e-9bcd-62e97f1c3529 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Face forgery detection by 3d decomposition,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3a11205-b07f-4985-a1b7-37a15a6290ce · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Multi- attentional deepfake detection,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88ed097a-3034-4fd3-badc-99aecc1c3d34 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Pixel bleach network for detecting face forgery under compression,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 04305215-14b4-48a1-85d3-0eef1300604b · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Exposingaicreated fakevideosbyde- tectingeyeblinking,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8f9fd1d2-c27d-4029-8522-16dae37f0933 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Lips don’t lie: A generalisable and robust approach to face forgery detection,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 43111c0c-915d-4826-af31-8ccdfd2eafce · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Poster: Towards robust open-world detection of deepfakes,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 78747b1b-67d9-4595-98e5-09980a4585aa · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Capsule-forensics: Using capsule networks to detect forged images and videos,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 34645832-9ac8-4565-ab90-6cc59c42f9ee · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Exploring temporal coherence for more general video face forgery detection,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4494c3f5-c84d-4e5e-8d0a-c0f3491676ab · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Spatiotemporal inconsistency learning for deepfake video detection,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ce9e20e1-51cb-43b8-bced-aaa13d671022 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Detecting deepfake videos with temporal dropout 3dcnn
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdfa1872-22ed-4666-be8e-903469feb17a · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Deepfake video detection with spatiotemporal dropout transformer,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f28d1b90-d635-4d98-89d6-0c0b174dbd3c · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Delving into the local: Dynamic inconsistency learning for deepfake video detection,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bb4d9c50-2e19-4054-a2ce-7e5747cfffb9 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Unsupervised learning-based framework for deepfake video detection,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0bd97d3d-e946-479f-821e-41154c45b555 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Celeb-df: A large- scale challenging dataset for deepfake forensics,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f90dd4a-df1d-442b-90c3-0529369d2275 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Joint 3d face recon- struction and dense alignment with position map regression network,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 467396a5-bae5-4331-a18a-c66f2f9fb6c3 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Face depth prediction by the scene depth,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a94098e7-260d-40cf-9b9b-bb671baa7a08 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Dual spoof disentanglement generation for face anti-spoofing with depth uncertainty learning,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 71242bae-6679-4635-89e6-cae673601960 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Facial depth and normal estimation using single dual-pixel camera,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 921ae94b-699a-4db0-ba11-5f6277ff114a · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Xception: Deep learning with depthwise separable convolu- tions,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00e1454f-dcda-4ce3-abec-6e31846b478b · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Stargan: Unified generative adversarial networks for multi-domain image-to- image translation,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d9ab6ff4-cb35-4f6b-85d8-f2f647b0711a · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Attgan: Facial attribute editing by only changing what you want,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e93fef8-2b0d-440f-a097-ccf9319c76d5 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Cnn- generated images are surprisingly easy to spot... for now,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a4e077f-cc8c-41f4-b421-42563761c53f · outbound
Exploring Depth Information for Detecting Manipulated Face Videos What makes fake images detectable? understanding properties that generalize,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1ab397c3-fc98-4f46-b063-a9e270375cf7 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Learning self- consistency for deepfake detection,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c2dd611-0066-45fb-8382-1652f4e251f3 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Patch diffusion: a general module for face manipulation detection,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 10d1b1ce-5af9-450d-b0da-8c77a013a29b · outbound
Exploring Depth Information for Detecting Manipulated Face Videos On the detection of digital face manipulation,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b616ba4-6fae-458a-823e-20ef3c9103d8 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Two-branch recurrent network for isolating deepfakes in videos,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 392f6f2f-5073-4f82-b892-147b466b6542 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Leveraging frequency analysis for deep fake image recogni- tion,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58a0c89e-f4b3-417e-9a8e-fb7a957bf965 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Thinking in frequency: Face forgery detection by mining frequency-aware clues,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7560f9c9-0de6-49c3-8e98-0772918d61b1 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos High-accuracy rgb-d face recognition via segmentation-aware face depth estimation and mask-guided attention network,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 228657b1-336c-4822-9c9d-c78a8c08b8fd · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Deep spatial gradient and temporal depth learning for face anti- spoofing,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7b516cce-b0dc-429f-b5f5-3d530901b578 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Attention-based spatial- temporal multi-scale network for face anti-spoofing,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9d1ad4e4-83f0-465a-bb02-e09a5873f03e · outbound
Exploring Depth Information for Detecting Manipulated Face Videos An image is worth 16x16 words: Transformers for image recognition at scale,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6322d8af-77fa-4b47-a2de-b23749a87e70 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Attention is all you need,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aebba77d-f243-4105-b4f0-12453d0395de · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Faceswap,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 35452609-7ba0-4799-bf44-b2e71f1d3406 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Adam: A Method for Stochastic Optimization
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37ddff39-d35d-4413-ba65-ec8ee8264a88 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Domain general face forgery detection by learning to weight,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 171e630c-7ad5-462d-bd78-4364c984961a · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Detecting compressed deepfake videos in social networks using frame-temporality two-stream convolu- tional network,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 42d63b2c-e0f2-401d-b71a-0dad5c157579 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Spatial-phase shallow learning: rethinking face forgery detection in frequency domain,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 19946732-1e0a-45c8-bbda-8d95281c0608 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Dynamic inconsistency-aware deepfake video detection
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1e59e07c-11f8-40a5-933b-74f34a5d4afd · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Finfer: Frame inference- based deepfake detection for high-visual-quality videos,
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af42b54a-2e0f-477d-b340-8c9e9af00b5b · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Dsanet: Dynamic segment aggregation network for video-level representation learning,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e71b0341-f741-4784-8b43-7a753f3515e8 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos The Deepfake Detection Challenge (DFDC) Preview Dataset
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 655a2066-0507-448d-b6cf-b589b9aca699 · outbound
Exploring Depth Information for Detecting Manipulated Face Videos Grad-cam: Visual explanations from deep networks via gradient-based localization,
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97f193b6-0890-403e-8b58-e6db7fecf709 · inbound
CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation Exploring Depth Information for Detecting Manipulated Face Videos
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.