Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:11:35.397315Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2506.17592.
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 2026-08-15T19:11:35.397315Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-20T10:51:55.570220Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T10:53:13.235962Z
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7a8b21ea-d3f1-4233-861d-3f11f8a2bbe2 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Mesonet: a compact facial video forgery detection network
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 350aa3e2-920a-4519-a61b-58a3f7ac83b9 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Contributing data to deepfake detection research, 2019
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0fea33eb-56b0-48a3-aa97-9e2cba09da5b · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection End- to-end reconstruction-classification learning for face forgery detection
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ba321c96-ee97-4238-9755-d7e91b599eaf · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8ca5cab3-ec06-42b8-adbe-e08358212314 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Can We Leave Deepfake Data Behind in Training Deepfake Detector?
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 148d14a1-0d41-4f44-aeb8-bfb07a05d615 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Ex- ploiting style latent flows for generalizing deepfake video detection
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 671631cd-253a-4934-95f7-f1122e8904ae · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Xception: Deep learning with depthwise separable convolutions
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c31b5468-696c-484b-81aa-551d91a0413a · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection On the detection of digital face manipulation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41b337b3-97bf-419d-9ef7-7cb25fbbdf01 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Arcface: Additive angular margin loss for deep face recognition
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f7f4984-a778-4ae6-927a-ec5bd7a1f750 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Implicit identity leakage: The stumbling block to improving deepfake detection generalization
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 42cebb47-9dab-4aa4-a4e8-535e247b92de · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Protecting celebrities from deepfake with identity consistency transformer
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b15554dc-b012-44f6-aa48-94b98763b697 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Watch your up-convolution: Cnn based generative deep neural networks are failing to reproduce spectral distributions
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1821560c-50a9-4358-9a11-f6201318a6e8 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Deepfakes: Faceswap
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0ed3d2f1-8eb9-426c-8272-812dd869237f · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Exploiting fine- grained face forgery clues via progressive enhancement learning
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a6424c7e-b6a8-4b98-9c50-5cb56331e7c1 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Hierarchical con- trastive inconsistency learning for deepfake video detection
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dc93156e-306e-47b5-9488-d4ac5a2a16a1 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Leveraging real talking faces via self-supervision for robust forgery detection
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 76343e5f-01af-4bae-a282-4f9cbd7d7bc1 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Lips don’t lie: A generalisable and robust approach to face forgery detection
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5d72a32-3d48-4ef1-9262-bd7de837f792 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Implicit identity driven deepfake face swapping detection
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 895aff50-ee34-46bb-aad1-83cd4c0eee26 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Deepfake detection challenge
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 18202042-2b41-4141-a570-dbeadb8042b4 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Friday: Mitigating unintentional facial identity in deepfake detectors guided by facial recognizers
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5dbb8f8f-2f13-4578-b1c7-2c45783a7a72 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Faceswap
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2825977e-da6c-462c-a0f5-4edceec6a923 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da4c28c1-d590-4fa6-9833-4c0afc904af2 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2192dec2-3691-4cf9-8f9b-ffd089892b5b · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Face x-ray for more general face forgery detection
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2704fb32-8f2d-4f7f-8fa8-854505433bc8 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Exposing DeepFake Videos By Detecting Face Warping Artifacts
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2756cd63-160a-4724-907c-0e7efd80840f · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Celeb-df: A large-scale challenging dataset for deepfake forensics
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a9eb261-c7a6-4056-b3d0-e132a7aff06d · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Preserving fairness generalization in deepfake detection
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f7ebf029-efbc-4e48-a341-6e7adeb50a53 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Spatial-phase shallow learning: rethinking face forgery detection in frequency domain
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cafcda9c-bf3f-4919-9314-7433348a6e4d · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Generalizing face forgery detection with high-frequency features
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c13bd2da-8a20-451e-9a32-bafbedca28f1 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Capsule-forensics: Using capsule networks to detect forged images and videos
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0e96db92-2a21-452f-ab8f-9dd981504f71 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Core: Consistent representation learning for face forgery detection
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 163980f7-455f-4b3b-bae4-049210122af9 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Thinking in frequency: Face forgery detection by mining frequency-aware clues
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e1095200-1145-42be-9556-5ae7e5ea36b5 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Learning transferable visual models from natural language supervision
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51e56b12-235a-41c9-a65f-efbd75dc520c · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Faceforensics++: Learning to detect manipulated facial images
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7b3eb98-3d12-4a2d-8627-d44af725a379 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Detecting deepfakes with self-blended images
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6c16fa03-48ee-4bd9-9d07-a140c931ce8f · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Dual contrastive learning for general face forgery detection
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fe29f075-1483-4001-975f-cc5257b1f76e · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Efficientnet: Rethinking model scaling for convolutional neural networks
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce409d35-5536-4b65-a2fc-79565ec4a6c2 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Deferred neural rendering: Image synthesis using neural textures.Acm Transactions on Graphics (TOG), 38(4):1–12, 2019
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4e98aed7-56d4-4585-a6b8-5e897c755ffc · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Face2face: Real-time face capture and reenactment of rgb videos
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87a75038-7aa5-4669-93f8-26199e59a4f7 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Cnn- generated images are surprisingly easy to spot
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 646ac2cc-edb4-4b3c-a70f-8deded0d7b26 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Noise based deepfake detection via multi-head relative- interaction
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2e205da3-618b-475d-909e-15e6b10770c2 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Dynamic graph learning with content-guided spatial-frequency relation reasoning for deepfake detection
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b455b29-1995-433c-9660-29e570350a5b · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Altfreezing for more general video face forgery detection
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e293113a-ad9b-4c3c-9d84-5d7a3386ed19 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Tall: Thumbnail layout for deepfake video detection
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b8cbacc-0913-4cbd-96ef-4fab259b6ccc · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Transcending forgery specificity with latent space augmentation for generalizable deepfake detection
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c884c9fb-528d-4e22-b765-91125b340d88 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Ucf: Uncovering common features for generalizable deepfake detection
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ea44256-f28f-4bf6-b1d1-0b509391eb54 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5692ac2d-f456-49bc-9901-73086ae54f6b · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f423fc37-fbdf-4b8e-a2d9-68fb708943be · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Exposing deep fakes using inconsistent head poses
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6ba68006-ac7a-4222-9702-5f2f3f0448ae · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Learning natural consistency representation for face forgery video detection
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2007da21-1e1c-450b-985a-6ba9c10c5e9d · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Istvt: interpretable spatial-temporal video transformer for deepfake detection.IEEE Transactions on Information Forensics and Security, 18:1335–1348, 2023
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 496e9132-d2cd-4258-9276-beca7f2703d8 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Multi-attentional deepfake detection
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b90bba6f-cf34-4b8c-9d83-8bdf03dc7415 · outbound
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection Exploring temporal coherence for more general video face forgery detection
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ecc454d2-891d-4857-b4bd-5d31d73ecfe4 · inbound
Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.