NullFace: Training-Free Localized Face Anonymization | Paper Citation Record

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This paper cites https://www.ppc.go.jp/files/pdf/ APPI_english.pdf.

NullFace: Training-Free Localized Face Anonymization https://www.ppc.go.jp/files/pdf/ APPI_english.pdf

Reference 1

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This paper cites https:// www.oag.ca.gov/privacy/ccpa/.

NullFace: Training-Free Localized Face Anonymization https:// www.oag.ca.gov/privacy/ccpa/

Reference 2

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This paper cites https://gdpr.eu/.

NullFace: Training-Free Localized Face Anonymization https://gdpr.eu/

Reference 3

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This paper cites L2cs-net: Fine-grained gaze estimation in unconstrained environments.

NullFace: Training-Free Localized Face Anonymization L2cs-net: Fine-grained gaze estimation in unconstrained environments

Reference 4

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Observation d9f51aa1-e485-481c-ab6f-58fee8f9dd95 · outbound

This paper cites Eye tracking of attention in the affective disorders: A meta-analytic review and synthesis.

NullFace: Training-Free Localized Face Anonymization Eye tracking of attention in the affective disorders: A meta-analytic review and synthesis

Reference 5

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Observation 5e4220c5-404a-403b-9b63-a60025ad26a0 · outbound

This paper cites Attribute-preserving face dataset anonymization via latent code optimization.

NullFace: Training-Free Localized Face Anonymization Attribute-preserving face dataset anonymization via latent code optimization

Reference 6

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Observation 4a5bfb00-837a-469b-a1fa-30d6e47f65a5 · outbound

This paper cites Eye track- ing in user experience design.

NullFace: Training-Free Localized Face Anonymization Eye track- ing in user experience design

Reference 7

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Observation 50fbb4da-a25c-47b7-a13a-2582949ad935 · outbound

This paper cites A morphable model for the synthesis of 3d faces.

NullFace: Training-Free Localized Face Anonymization A morphable model for the synthesis of 3d faces

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.432995Z

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Observation 0fcab550-be73-4f52-93c4-61bffc0de4c3 · outbound

This paper cites Ledits++: Limitless image editing using text-to-image models.

NullFace: Training-Free Localized Face Anonymization Ledits++: Limitless image editing using text-to-image models

Reference 9

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Observation c101805a-e8ac-442b-af7b-07702acba446 · outbound

This paper cites Face De-identification: State-of-the-art Methods and Comparative Studies.

NullFace: Training-Free Localized Face Anonymization Face De-identification: State-of-the-art Methods and Comparative Studies

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:17:18.177494Z

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Observation 62556ed4-1dd2-4745-8523-b3ca55c368ef · outbound

This paper cites My face my choice: Privacy enhancing deepfakes for social me- dia anonymization.

NullFace: Training-Free Localized Face Anonymization My face my choice: Privacy enhancing deepfakes for social me- dia anonymization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.233700Z

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Observation f0c56549-cfb5-4535-9430-93a5095f63e0 · outbound

This paper cites Idadapter: Learn- ing mixed features for tuning-free personalization of text-to- image models.

NullFace: Training-Free Localized Face Anonymization Idadapter: Learn- ing mixed features for tuning-free personalization of text-to- image models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.262263Z

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Observation eb6b8a03-ab7b-4f62-9f46-731ffbc74c5a · outbound

This paper cites Graph-based generative face anonymisa- tion with pose preservation.

NullFace: Training-Free Localized Face Anonymization Graph-based generative face anonymisa- tion with pose preservation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.221966Z

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Observation 217f5bb8-b507-4ffa-876c-36bd690fb880 · outbound

This paper cites Understanding the nature of face processing impairment in autism: insights from behavioral and electrophysiological studies.

NullFace: Training-Free Localized Face Anonymization Understanding the nature of face processing impairment in autism: insights from behavioral and electrophysiological studies

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.295274Z

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Observation be229f52-5e1c-419b-9304-6580238015ec · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition.

NullFace: Training-Free Localized Face Anonymization Arcface: Additive angular margin loss for deep face recognition

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.254255Z

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Observation 79c28652-4008-429b-a437-ded43adc1ee4 · outbound

This paper cites TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models.

NullFace: Training-Free Localized Face Anonymization TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:17:18.188924Z

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Observation 2236d3fc-2419-445a-b8e8-e992a45e6ccd · outbound

This paper cites Privategaze: Preserving user privacy in black-box mobile gaze tracking services.

NullFace: Training-Free Localized Face Anonymization Privategaze: Preserving user privacy in black-box mobile gaze tracking services

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.246000Z

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Observation e4376ba3-23e9-46a2-844b-bff8a498ebcc · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

NullFace: Training-Free Localized Face Anonymization Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 18

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Observation 0dc2d463-b711-4051-8229-1f6aa40c4dec · outbound

This paper cites An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion.

NullFace: Training-Free Localized Face Anonymization An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Reference 19

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Observation 2d7594c4-56a0-4863-acfa-3613def384b6 · outbound

This paper cites Generative adversarial nets.

NullFace: Training-Free Localized Face Anonymization Generative adversarial nets

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.225845Z

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Observation 2d699da7-e94b-4bbd-b6a4-03fa703a9f23 · outbound

This paper cites Password-conditioned anonymization and deanonymization with face identity transformers.

NullFace: Training-Free Localized Face Anonymization Password-conditioned anonymization and deanonymization with face identity transformers

Reference 21

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Observation bd66af3d-695a-49b7-a291-60efa22ccdea · outbound

This paper cites PuLID: Pure and Lightning ID Customization via Contrastive Alignment.

NullFace: Training-Free Localized Face Anonymization PuLID: Pure and Lightning ID Customization via Contrastive Alignment

Reference 22

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Observation 3600348c-f3d6-483f-944f-36455863eb9c · outbound

This paper cites Viewer experience of obscuring scene elements in photos to enhance privacy.

NullFace: Training-Free Localized Face Anonymization Viewer experience of obscuring scene elements in photos to enhance privacy

Reference 23

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Observation 0a4feea5-5c08-42ed-af89-487cab582b7a · outbound

This paper cites Diff-privacy: Diffusion-based face privacy pro- tection.

NullFace: Training-Free Localized Face Anonymization Diff-privacy: Diffusion-based face privacy pro- tection

Reference 24

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Observation 9ff5b4dc-619b-404e-856e-afddd51a6440 · outbound

This paper cites VerA: Versatile Anonymization Applicable to Clinical Facial Photographs.

NullFace: Training-Free Localized Face Anonymization VerA: Versatile Anonymization Applicable to Clinical Facial Photographs

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:17:18.194935Z

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Observation ad690ba4-bdde-4a6b-9a8c-fef2158a361f · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

NullFace: Training-Free Localized Face Anonymization Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 26

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Observation cef22968-ca3b-4458-b516-bcaece7460a4 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

NullFace: Training-Free Localized Face Anonymization Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 27

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This paper cites Classifier-Free Diffusion Guidance.

NullFace: Training-Free Localized Face Anonymization Classifier-Free Diffusion Guidance

Reference 28

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This paper cites Denoising dif- fusion probabilistic models.

NullFace: Training-Free Localized Face Anonymization Denoising dif- fusion probabilistic models

Reference 29

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Observation 6201562f-b41e-4ddc-8efa-07c4822968d8 · outbound

This paper cites An edit friendly ddpm noise space: Inversion and manipulations.

NullFace: Training-Free Localized Face Anonymization An edit friendly ddpm noise space: Inversion and manipulations

Reference 30

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Observation 467f501a-7b08-4b9d-b933-ac41caf60bd5 · outbound

This paper cites Deepprivacy2: To- wards realistic full-body anonymization.

NullFace: Training-Free Localized Face Anonymization Deepprivacy2: To- wards realistic full-body anonymization

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Observation c63bb860-13c9-4932-a789-de6435092caf · outbound

This paper cites Deepprivacy: A generative adversarial network for face anonymization.

NullFace: Training-Free Localized Face Anonymization Deepprivacy: A generative adversarial network for face anonymization

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.302510Z

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Observation d560b005-ccb6-4c45-9f8a-ccf199dacc3d · outbound

This paper cites Biometrics: a tool for information security.

NullFace: Training-Free Localized Face Anonymization Biometrics: a tool for information security

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Observation f759b3ba-715d-41d6-b6db-6b244c90387c · outbound

This paper cites Secure, privacy-preserving and feder- ated machine learning in medical imaging.

NullFace: Training-Free Localized Face Anonymization Secure, privacy-preserving and feder- ated machine learning in medical imaging

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Observation 729ea642-c496-4f75-bd23-d8a6fa127b20 · outbound

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

NullFace: Training-Free Localized Face Anonymization Progressive Growing of GANs for Improved Quality, Stability, and Variation

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Resolution: verified exact; local_arxiv, observed 2026-05-23T00:17:18.182796Z

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Observation bbc3a9ba-7caa-4ef6-9f7e-b16c4420a5e7 · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

NullFace: Training-Free Localized Face Anonymization A style-based generator architecture for generative adversarial networks

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.258177Z

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Observation f16bde80-daad-4071-b43d-d3e69cc65a7b · outbound

This paper cites Analyzing and improv- ing the image quality of stylegan.

NullFace: Training-Free Localized Face Anonymization Analyzing and improv- ing the image quality of stylegan

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.313045Z

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Observation 75924d4b-317b-4f72-8f1d-23cfbe3d3cca · outbound

This paper cites Musiq: Multi-scale image quality transformer.

NullFace: Training-Free Localized Face Anonymization Musiq: Multi-scale image quality transformer

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Observation 3980ee71-9afc-48da-bc32-2f640b205dd3 · outbound

This paper cites Adaface: Quality adaptive margin for face recognition.

NullFace: Training-Free Localized Face Anonymization Adaface: Quality adaptive margin for face recognition

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.338662Z

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Observation 93a1b61e-9957-462a-9ee2-0f273ed0ffc5 · outbound

This paper cites Ldfa: Latent diffusion face anonymiza- tion for self-driving applications.

NullFace: Training-Free Localized Face Anonymization Ldfa: Latent diffusion face anonymiza- tion for self-driving applications

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.316668Z

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Observation 7ad549f6-eed6-434d-9c70-028bf4893eb3 · outbound

This paper cites Facial identity anonymization via intrin- sic and extrinsic attention distraction.

NullFace: Training-Free Localized Face Anonymization Facial identity anonymization via intrin- sic and extrinsic attention distraction

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.270778Z

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Observation 952a94a2-dfea-43a8-a04b-273987b066eb · outbound

This paper cites Facial emotion analysis using deep convolution neural net- work.

NullFace: Training-Free Localized Face Anonymization Facial emotion analysis using deep convolution neural net- work

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.299027Z

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Observation 116fae3e-be5c-421a-a9de-524c63122316 · outbound

This paper cites Face Anonymization Made Simple.

NullFace: Training-Free Localized Face Anonymization Face Anonymization Made Simple

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Resolution: verified exact; arxiv_id, observed 2026-05-23T00:17:18.171938Z

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Observation 4aca7182-0302-462f-a2fe-d7f6bc8434d0 · outbound

This paper cites Face transplant: long-term follow- up and results of a prospective open study.

NullFace: Training-Free Localized Face Anonymization Face transplant: long-term follow- up and results of a prospective open study

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.274461Z

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Observation 94662bc3-f95c-444e-b480-7be0c1623025 · outbound

This paper cites Riddle: Reversible and diversified de-identification with latent encryptor.

NullFace: Training-Free Localized Face Anonymization Riddle: Reversible and diversified de-identification with latent encryptor

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.343477Z

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Observation c01c31b9-66cb-43f0-8858-30b4b708ca87 · outbound

This paper cites Styleface: Towards identity-disentangled face generation on megapixels.

NullFace: Training-Free Localized Face Anonymization Styleface: Towards identity-disentangled face generation on megapixels

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.266748Z

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Observation 3056ca5f-7699-44ed-bd68-7739d176c0c3 · outbound

This paper cites Subject- diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning.

NullFace: Training-Free Localized Face Anonymization Subject- diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.334639Z

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Observation cfc33fac-e280-4798-b073-fe4c2fe4a06f · outbound

This paper cites Cia- gan: Conditional identity anonymization generative adver- sarial networks.

NullFace: Training-Free Localized Face Anonymization Cia- gan: Conditional identity anonymization generative adver- sarial networks

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.241574Z

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Observation dbe438e0-2997-4836-af54-52a67cc3d551 · outbound

This paper cites Chronic facial crusts.

NullFace: Training-Free Localized Face Anonymization Chronic facial crusts

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.209390Z

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Observation 053793a9-7245-42a8-bf12-7c8b6bef5a6a · outbound

This paper cites Privacy–enhancing face biometrics: A com- prehensive survey.IEEE Transactions on Information Foren- sics and Security, 16:4147–4183.

NullFace: Training-Free Localized Face Anonymization Privacy–enhancing face biometrics: A com- prehensive survey.IEEE Transactions on Information Foren- sics and Security, 16:4147–4183

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.309626Z

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Observation b83a8649-3593-4928-bd78-667b5222ff40 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

NullFace: Training-Free Localized Face Anonymization SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

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Resolution: verified exact; local_arxiv, observed 2026-05-23T00:17:18.131481Z

Source-reported events for the cited work

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Observation c90013b1-681b-4683-abf0-8df08c7da004 · outbound

This paper cites Null-text inversion for editing real im- ages using guided diffusion models.

NullFace: Training-Free Localized Face Anonymization Null-text inversion for editing real im- ages using guided diffusion models

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.305953Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a7cd318-9f58-42aa-b402-569786316ba1 · outbound

This paper cites Medical progress: The tuber- ous sclerosis complex.

NullFace: Training-Free Localized Face Anonymization Medical progress: The tuber- ous sclerosis complex

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.278859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d8e0a30-7513-4b6b-85a8-20311f5e57b1 · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

NullFace: Training-Free Localized Face Anonymization GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-05-23T00:17:18.159604Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed5e7111-d3ba-4a02-9920-1a58ed35a3f6 · outbound

This paper cites Eye- tracking in adult depression: protocol for a systematic review and meta-analysis.

NullFace: Training-Free Localized Face Anonymization Eye- tracking in adult depression: protocol for a systematic review and meta-analysis

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.237485Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7426ef20-39f5-4f8c-82f9-d14e8db479f7 · outbound

This paper cites Zero-shot text-to-image generation.

NullFace: Training-Free Localized Face Anonymization Zero-shot text-to-image generation

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.347255Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31d3fdd4-f585-4e5a-9206-72616f874f34 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

NullFace: Training-Free Localized Face Anonymization Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-05-23T00:17:18.112352Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 743af7b7-2119-46c0-aa80-8d34761826f7 · outbound

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

NullFace: Training-Free Localized Face Anonymization High-resolution image synthesis with latent diffusion models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.387610Z

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Observation 044ba611-3842-45e2-a357-ecfb04b6d031 · outbound

This paper cites Fiva: Facial image and video anonymization and anonymization defense.

NullFace: Training-Free Localized Face Anonymization Fiva: Facial image and video anonymization and anonymization defense

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.402564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a2ae0dd-9499-4a61-87ab-4330975236f1 · outbound

This paper cites Facial lymphoedema, viral warts, and myelodysplastic syn- drome: the protean condition of gata2 deficiency.

NullFace: Training-Free Localized Face Anonymization Facial lymphoedema, viral warts, and myelodysplastic syn- drome: the protean condition of gata2 deficiency

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.426760Z

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Observation 0d3dc143-7a53-4223-b953-ea222683001b · outbound

This paper cites Fine- grained head pose estimation without keypoints.

NullFace: Training-Free Localized Face Anonymization Fine- grained head pose estimation without keypoints

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.370156Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49645173-bcbc-4394-8716-194d29b21a40 · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

NullFace: Training-Free Localized Face Anonymization Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.412684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f071ac61-069f-45a9-9da8-d6f33ffd6b04 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

NullFace: Training-Free Localized Face Anonymization Photorealistic text-to-image diffusion models with deep language understanding

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.362746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05387e33-9896-4220-ba1c-ef65af411505 · outbound

This paper cites Adversarial diffusion distillation.

NullFace: Training-Free Localized Face Anonymization Adversarial diffusion distillation

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.454680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f32e8d6c-b0f5-44f1-a8dd-7a32d986abb3 · outbound

This paper cites Facenet: A unified embedding for face recognition and clus- tering.

NullFace: Training-Free Localized Face Anonymization Facenet: A unified embedding for face recognition and clus- tering

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.380673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3f9a9ab-491a-46b3-8dc5-465f31cd9e0c · outbound

This paper cites Eye-tracking performance and engagement of attention.

NullFace: Training-Free Localized Face Anonymization Eye-tracking performance and engagement of attention

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.350935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0a84def6-7c66-4950-ae00-d0a8f1791e8f · outbound

This paper cites Iddiffuse: Dual-conditional diffusion model for enhanced fa- cial image anonymization.

NullFace: Training-Free Localized Face Anonymization Iddiffuse: Dual-conditional diffusion model for enhanced fa- cial image anonymization

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.358192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 308b706f-8450-4943-b6f9-e5ac109d7b03 · outbound

This paper cites Denoising Diffusion Implicit Models.

NullFace: Training-Free Localized Face Anonymization Denoising Diffusion Implicit Models

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-05-23T00:17:18.118600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 792c9dc0-7a7d-47ca-b2aa-0bf123bb1f1d · outbound

This paper cites Natural and effective obfus- cation by head inpainting.

NullFace: Training-Free Localized Face Anonymization Natural and effective obfus- cation by head inpainting

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.476574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d612c3f0-07be-4fee-9e4c-50d7f0962ed9 · outbound

This paper cites A hybrid model for identity obfuscation by face replacement.

NullFace: Training-Free Localized Face Anonymization A hybrid model for identity obfuscation by face replacement

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.429881Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ddf7b674-0686-4cf9-82fc-ad9978ac7849 · outbound

This paper cites Designing an encoder for stylegan image manipulation.

NullFace: Training-Free Localized Face Anonymization Designing an encoder for stylegan image manipulation

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.383949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf038f1d-68c5-4108-abc0-345ad91f21a6 · outbound

This paper cites Siamese-rppg network: Remote photoplethys- mography signal estimation from face videos.

NullFace: Training-Free Localized Face Anonymization Siamese-rppg network: Remote photoplethys- mography signal estimation from face videos

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.391468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41a8de98-a6c1-4163-b780-127ca834e214 · outbound

This paper cites Plug-and-play diffusion features for text-driven image-to-image translation.

NullFace: Training-Free Localized Face Anonymization Plug-and-play diffusion features for text-driven image-to-image translation

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.465433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a738e20-a242-43e1-b408-d7b4f7fd393b · outbound

This paper cites InstantID: Zero-shot Identity-Preserving Generation in Seconds.

NullFace: Training-Free Localized Face Anonymization InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 74

Resolution: verified exact; local_arxiv, observed 2026-05-23T00:17:18.125555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2e995cf8-98ed-48bc-aca8-2d1ad6057a0a · outbound

This paper cites Divide and conquer: a two-step method for high quality face de-identification with model explainability.

NullFace: Training-Free Localized Face Anonymization Divide and conquer: a two-step method for high quality face de-identification with model explainability

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.373484Z

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Observation f18d840a-ff19-404d-b21d-6a993d54d24a · outbound

This paper cites G 2 face: High-fidelity reversible face anonymization via gen- erative and geometric priors.IEEE Transactions on Informa- tion Forensics and Security.

NullFace: Training-Free Localized Face Anonymization G 2 face: High-fidelity reversible face anonymization via gen- erative and geometric priors.IEEE Transactions on Informa- tion Forensics and Security

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.451252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9296591-4718-4ead-a3d3-8ea1e3e463dd · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

NullFace: Training-Free Localized Face Anonymization IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-05-23T00:17:18.105723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 381bb1c2-d801-4757-b22d-b9b98f2d6f51 · outbound

This paper cites Autologous tissue repair and total face restoration.

NullFace: Training-Free Localized Face Anonymization Autologous tissue repair and total face restoration

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.409330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36037de3-4ce9-4860-9e7b-fdc3561f35df · outbound

This paper cites A3gan: Attribute-aware anonymiza- tion networks for face de-identification.

NullFace: Training-Free Localized Face Anonymization A3gan: Attribute-aware anonymiza- tion networks for face de-identification

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.468951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 015b942a-63b9-43e2-b869-9a907d52b50c · outbound

This paper cites Facersa: Rsa-aware fa- cial identity cryptography framework.

NullFace: Training-Free Localized Face Anonymization Facersa: Rsa-aware fa- cial identity cryptography framework

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.447433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a008a11-8aac-4f00-99dc-31a98bdc03ce · outbound

This paper cites As shown in Eq.

NullFace: Training-Free Localized Face Anonymization As shown in Eq

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.458035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c77790c-410e-47ab-a41c-094896f10a3a · outbound

This paper cites Fig- ure 11 shows a consistent decrease in re-identification rates as λcf g increases for both datasets.

NullFace: Training-Free Localized Face Anonymization Fig- ure 11 shows a consistent decrease in re-identification rates as λcf g increases for both datasets

Reference 82

Resolution: malformed identifier; raw_fallback, observed 2026-05-23T00:17:18.406005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e5a0099-066e-4bf5-a65c-fd050afe2b84 · outbound

This paper cites Using 1,000 subjects from CelebA-HQ [35] and FFHQ [36], we applied eye- or mouth-revealing masks at timesteps 70, 80, and 90.

NullFace: Training-Free Localized Face Anonymization Using 1,000 subjects from CelebA-HQ [35] and FFHQ [36], we applied eye- or mouth-revealing masks at timesteps 70, 80, and 90

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.395211Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bcdcad6b-7640-4b91-869d-c55a17830be6 · outbound

This paper cites This tradeoff il- lustrates how mask timing can balance attribute retention with anonymity.

NullFace: Training-Free Localized Face Anonymization This tradeoff il- lustrates how mask timing can balance attribute retention with anonymity

Reference 84

Resolution: malformed identifier; raw_fallback, observed 2026-05-23T00:17:18.399088Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cff1a762-9e34-4171-b8f3-5b9c24a5d65a · outbound

This paper cites We eval- uated 1,000 subjects from CelebA-HQ [35] and FFHQ [36] using λcf g = 7 .0 and measured re-identification rates with AdaFace [39] across different masks.

NullFace: Training-Free Localized Face Anonymization We eval- uated 1,000 subjects from CelebA-HQ [35] and FFHQ [36] using λcf g = 7 .0 and measured re-identification rates with AdaFace [39] across different masks

Reference 85

Resolution: malformed identifier; raw_fallback, observed 2026-05-23T00:17:18.439958Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 11154d34-1e11-481e-a763-a7d0bc0b0780 · outbound

This paper cites an unresolved cited work.

NullFace: Training-Free Localized Face Anonymization Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-05-23T00:17:18.366543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a59d111e-9996-447f-b3bd-7ed2fc7fb468 · outbound

This paper cites 17 to 22.

NullFace: Training-Free Localized Face Anonymization 17 to 22

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.423330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89bbbdbd-8d4f-4e11-bf55-6dbc8fb35029 · outbound

This paper cites On one hand, technologies like facial anonymization offer privacy protections in an increasingly surveillance-driven world.

NullFace: Training-Free Localized Face Anonymization On one hand, technologies like facial anonymization offer privacy protections in an increasingly surveillance-driven world

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T00:17:18.443858Z

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