Paper Citation Record · LEDGER

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery

As of 20 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2511.04260.

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

pith.paper-citation-record.v1
2511.04260 v3

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:48:03.499352Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

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unresolved47
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External citation measurements

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Outbound references

Observation fc50c2ac-f806-4883-83d3-0ec0d6766d30 · outbound

This paper cites Generative adversarial nets.Advances in Neural Information Processing Systems, 27, 2014.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Generative adversarial nets.Advances in Neural Information Processing Systems, 27, 2014

Reference 1

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Observation be9f35c7-b406-4d9b-af8c-fa3578a912d7 · outbound

This paper cites Denoising diffusion probabilistic models.Advances in Neural Information Processing Systems, 33:6840–6851, 2020.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Denoising diffusion probabilistic models.Advances in Neural Information Processing Systems, 33:6840–6851, 2020

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.407052Z

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Observation 33848501-a47f-4394-b95b-c13179d3e1b4 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery High-resolution image synthesis with latent diffusion models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.409242Z

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Observation acca4f19-222c-4070-ac54-186f717d95cd · outbound

This paper cites Deepfake detection in the aigc era: A survey, benchmarks, and future perspectives.Information Fusion, page 103740, 2025.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Deepfake detection in the aigc era: A survey, benchmarks, and future perspectives.Information Fusion, page 103740, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.411940Z

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Observation e072250e-99b8-46a9-9f76-04eba742b38b · outbound

This paper cites Media forensics and deepfakes: An overview.IEEE journal of selected topics in signal processing, 14(5):910–932, 2020.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Media forensics and deepfakes: An overview.IEEE journal of selected topics in signal processing, 14(5):910–932, 2020

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.414377Z

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Observation 71b3351d-0b28-4e03-af1b-f889edcd9a97 · outbound

This paper cites Deepfake detection by analyzing convolutional traces.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Deepfake detection by analyzing convolutional traces

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.416569Z

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Observation bbc9b45d-7725-4679-bac6-bce259810863 · outbound

This paper cites FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.418905Z

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Observation 80ebc23e-8fa5-4d8e-86a6-6cedb1255584 · outbound

This paper cites Deepfake Attribution: On the Source Identification of Artificially Generated Images.Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 12(3): e1438, 2022.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Deepfake Attribution: On the Source Identification of Artificially Generated Images.Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 12(3): e1438, 2022

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.420910Z

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Observation 86b25d1f-7a43-4435-a205-de34b372e24b · outbound

This paper cites Tiny Autoencoders are Effective Few-Shot Generative Model Detectors.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Tiny Autoencoders are Effective Few-Shot Generative Model Detectors

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.422811Z

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Observation 5b1fca2b-5891-448f-a021-deb3ac333a12 · outbound

This paper cites On the Detection of Synthetic Images Generated by Diffusion Models.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery On the Detection of Synthetic Images Generated by Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.424853Z

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Observation c54d205c-5f7d-4add-9e6f-e909bed54ba2 · outbound

This paper cites BOSC: A Backdoor-Based Framework for Open Set Synthetic Image Attribution.IEEE Transactions on Information Forensics and Security, 20:8043–8058, 2025.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery BOSC: A Backdoor-Based Framework for Open Set Synthetic Image Attribution.IEEE Transactions on Information Forensics and Security, 20:8043–8058, 2025

Reference 11

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Observation 9fe106c1-978b-4173-9572-e5bfef25e249 · outbound

This paper cites Exploiting the Signal-Leak Bias in Diffusion Models.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Exploiting the Signal-Leak Bias in Diffusion Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.428678Z

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Observation 4f37d8cc-86fc-4b8c-9459-a0d36e379607 · outbound

This paper cites Exploring unbiased deepfake detection via token-level shuffling and mixing.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Exploring unbiased deepfake detection via token-level shuffling and mixing

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.430605Z

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Observation e77afeea-f73b-456c-9b8e-2a4e2abfe7c7 · outbound

This paper cites Adaptive test-time semantic debiasing for ai-generated image detection.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Adaptive test-time semantic debiasing for ai-generated image detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.432497Z

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Observation 25c33e81-e269-4c4c-9a78-5523803cb750 · outbound

This paper cites Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.434592Z

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Observation 4709c5e7-ecc1-43a5-b016-9b3d4e8543a5 · outbound

This paper cites Contrastive Pseudo Learning for Open-World Deepfake Attribution.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Contrastive Pseudo Learning for Open-World Deepfake Attribution

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.436501Z

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Observation b1d7adfa-5a79-4826-ba8f-8194ee624a1b · outbound

This paper cites Do DeepFake Attribution Models Generalize? InProceedings of the 4th ACM International Workshop on Multimedia AI against Disinformation, pages 45–54, 2025.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Do DeepFake Attribution Models Generalize? InProceedings of the 4th ACM International Workshop on Multimedia AI against Disinformation, pages 45–54, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.438414Z

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Observation 8f1ab6fb-7fc7-43cb-9a05-31217b65147f · outbound

This paper cites Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.440319Z

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Observation ce34f837-0dab-4293-b8e2-bac7df38f755 · outbound

This paper cites Present and Future Generalization of Synthetic Image Detectors.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Present and Future Generalization of Synthetic Image Detectors

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.442291Z

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Observation e38447d8-6aa8-468e-89e4-b5056de9cae5 · outbound

This paper cites How to Trace Latent Generative Model Generated Images without Artificial Watermark? InInternational Conference on Machine Learning, pages 51396–51414.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery How to Trace Latent Generative Model Generated Images without Artificial Watermark? InInternational Conference on Machine Learning, pages 51396–51414

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.444563Z

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Observation f4fcde58-6536-46d0-b3ba-19247071e66a · outbound

This paper cites Which Model Generated This Image? A Model-Agnostic Approach for Origin Attribution.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Which Model Generated This Image? A Model-Agnostic Approach for Origin Attribution

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.446750Z

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Observation 427d7551-bfa6-4f7a-8fb9-04c05bd59b6b · outbound

This paper cites Rethinking the Up- Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Rethinking the Up- Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.448834Z

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Observation 64191dc0-8f28-484d-9191-3729fc850e19 · outbound

This paper cites LATTE: Latent Trajectory Embedding for Diffusion-Generated Image Detection.arXiv preprint arXiv:2507.03054, 2025.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery LATTE: Latent Trajectory Embedding for Diffusion-Generated Image Detection.arXiv preprint arXiv:2507.03054, 2025

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.450757Z

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Observation c81c3964-5150-45d3-bab5-c293b0e7da47 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Deep Residual Learning for Image Recognition

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.452702Z

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Observation 871b751d-0daa-47d9-9935-2d835466cb87 · outbound

This paper cites WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.454787Z

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Observation f16c94d6-7792-4ba5-9a88-c3b4aa7ef146 · outbound

This paper cites an unresolved cited work.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Unresolved cited work

Reference 26

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Observation d7c8f4d7-c2a6-4584-ab20-751c0517a676 · outbound

This paper cites Improving image generation with better captions.OpenAI Technical Report, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Improving image generation with better captions.OpenAI Technical Report, 2024

Reference 27

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Observation 5e64b945-7952-4937-b81d-7ceca505c546 · outbound

This paper cites Flux.https://github.com/black-forest-labs/flux, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Flux.https://github.com/black-forest-labs/flux, 2024

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.460726Z

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Observation 8106af89-cb58-4796-a757-c57a1ef25cc9 · outbound

This paper cites FLUX 1.1 [pro]: Advanced Text-to-Image Generation Model, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery FLUX 1.1 [pro]: Advanced Text-to-Image Generation Model, 2024

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.462843Z

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Observation 847c032b-fc36-44b3-a9df-086266339699 · outbound

This paper cites Freepik AI Image Generator, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Freepik AI Image Generator, 2024

Reference 30

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Observation 9a834bf7-d9c3-4f21-bd6c-56f20558c5e8 · outbound

This paper cites Leonardo AI: AI-Powered Creative Image Generation Platform, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Leonardo AI: AI-Powered Creative Image Generation Platform, 2024

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.466712Z

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Observation 646964fa-e739-453c-91ea-08f4036e5020 · outbound

This paper cites MidJourney: An AI-powered image generation tool, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery MidJourney: An AI-powered image generation tool, 2024

Reference 32

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Observation 8a4633dd-20d2-4883-a848-b8a8f86e0ada · outbound

This paper cites Stable diffusion 3.5-large.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Stable diffusion 3.5-large

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.470621Z

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Observation 9379b809-689f-469d-8538-9f8ea8861f88 · outbound

This paper cites Using diffusers: Sdxl turbo, 2023.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Using diffusers: Sdxl turbo, 2023

Reference 34

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Observation 52f1ff94-cd92-4018-9410-beb9a9286024 · outbound

This paper cites Starry ai, 2023.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Starry ai, 2023

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.474379Z

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Observation e343fc6e-b8ed-4bc9-a304-3693b1a679ee · outbound

This paper cites Zero-Shot Text-to-Image Generation.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Zero-Shot Text-to-Image Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.476241Z

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Observation 340be8fd-57f0-4e61-aeef-dbabd3818607 · outbound

This paper cites DeepAI Text-to-Image Generator, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery DeepAI Text-to-Image Generator, 2024

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.478647Z

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Observation f8862230-a86e-4574-8843-d1a9982d5a04 · outbound

This paper cites HotPot AI: AI-Powered Image and Text Generation Tools, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery HotPot AI: AI-Powered Image and Text Generation Tools, 2024

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.480714Z

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Observation 833fcf7c-8958-4bf5-afb9-9e291fc1ce89 · outbound

This paper cites SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.483001Z

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Observation 6b4cf6a1-b091-46c1-bde1-9326f71ef263 · outbound

This paper cites Richter, Christopher Pal, and Marc Aubreville.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Richter, Christopher Pal, and Marc Aubreville

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.485200Z

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Observation 515bf0df-7e87-47bf-b020-dc438af365a2 · outbound

This paper cites Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.487057Z

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Observation 621c0f47-77e5-4965-a424-59f432c5f8e7 · outbound

This paper cites A Style-Based Generator Architecture for Generative Adversarial Networks.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery A Style-Based Generator Architecture for Generative Adversarial Networks

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.489173Z

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Observation 3ef082ce-e24c-4165-9de8-383db9a17490 · outbound

This paper cites Analyzing and Improving the Image Quality of StyleGAN.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Analyzing and Improving the Image Quality of StyleGAN

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.491403Z

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Observation 9e8acfca-ec89-477d-b693-57cc233774dd · outbound

This paper cites Alias-free generative adversarial networks.Advances in neural information processing systems, 34:852–863, 2021.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Alias-free generative adversarial networks.Advances in neural information processing systems, 34:852–863, 2021

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.493514Z

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Observation 322005dd-6af4-482b-8815-b0f33a7eff60 · outbound

This paper cites Hunyuan-dit: A powerful multi-resolution diffusion transformer with fine-grained chinese understanding, 2024.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Hunyuan-dit: A powerful multi-resolution diffusion transformer with fine-grained chinese understanding, 2024

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.495536Z

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Observation 15011ca1-7fb9-474f-8950-185b7db9e435 · outbound

This paper cites Deep Learning Face Attributes in the Wild.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Deep Learning Face Attributes in the Wild

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.497457Z

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Observation ae71042b-6604-4d75-87cd-ea495100e742 · outbound

This paper cites Progressive Growing of GANs for Improved Quality, Stability, and Variation.

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery Progressive Growing of GANs for Improved Quality, Stability, and Variation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T23:48:03.499352Z

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Pith citing papers

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