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Paper Citation Record · LEDGER

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention

As of 22 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2505.21144.

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

pith.paper-citation-record.v1
2505.21144 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:28.951854Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

  • verified exact2
  • verified fuzzy8
  • unresolved31
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

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Outbound references

Observation cbda1b1e-464a-4ec2-8b33-f65966c8c6bb · outbound

This paper cites Denoising diffusion probabilistic models.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Denoising diffusion probabilistic models

Reference 1

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Observation 758d9cdb-ea85-4067-b9a8-48238ebe8e41 · outbound

This paper cites Diffusion models beat gans on image synthesis.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Diffusion models beat gans on image synthesis

Reference 2

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source=pdf_text observed=2026-08-07T13:44:24.648647Z digest=sha256:29b8f2a511d2ac22d2fa74a2afb939ec1675e898d20962d896b24f9fd5f947a9

Observation 231dd3c5-3ced-4ae7-b9fc-1ee47c947380 · outbound

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

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention High- resolution image synthesis with latent diffusion models

Reference 3

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Observation d25e1b3a-cec0-4297-9c6b-26a3364e2e5a · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 4

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source=pdf_text observed=2026-08-07T13:44:24.824962Z digest=sha256:7be161a55a6e0a6fb55687178ced49bc1d5f010a025284ec38f8a742d2f204b7

Observation a7bc92b5-2e13-40bf-bb03-24304a3211f2 · outbound

This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Scaling rectified flow trans- formers for high-resolution image synthesis

Reference 5

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source=pdf_text observed=2026-08-07T13:44:24.965937Z digest=sha256:579afc6752c55b766ae7a17f59019dddd81b66017921a2c929d4cbe61e2df665

Observation d6382d8d-5218-420e-88ff-232e86d95097 · outbound

This paper cites an unresolved cited work.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-07T13:44:25.062988Z digest=sha256:47411f01104e51a5dd9554e2b4015c3e7b3537888cb953a07ce66733c029df7e

Observation cc9e1cf7-eeef-44c3-808b-78604b7f8f27 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 7

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source=pdf_text observed=2026-08-07T13:44:25.129293Z digest=sha256:430b23d73772ab841db422651795b388521dcd3863e4aa925bea8d1fa56af7ed

Observation 9683bcd0-b440-4764-80ce-5c23dba41095 · outbound

This paper cites Fast high-resolution image synthesis with latent adversarial diffusion distillation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Fast high-resolution image synthesis with latent adversarial diffusion distillation

Reference 8

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source=pdf_text observed=2026-08-07T13:44:25.225745Z digest=sha256:a684a4f80cd08fb3c41b14b8546b28983bc941462fcc2750b3376d981b626f44

Observation 28dd0172-585c-4484-8b65-08cb61405add · outbound

This paper cites SDXL-Lightning: Progressive Adversarial Diffusion Distillation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Reference 9

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source=pdf_text observed=2026-08-07T13:44:25.252445Z digest=sha256:ab175806955c2a03f13737304807c33b934d1762c8179a51c268f2d5ff2ead2a

Observation 07954744-a651-4b21-9045-977109fa8331 · outbound

This paper cites Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis

Reference 10

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source=pdf_text observed=2026-08-07T13:44:25.259375Z digest=sha256:2123ba949c80a9115c6eee6d91f94baf79012a4c0f99941e38d68323c6d26e7a

Observation 550b7e67-2550-4b96-a5c3-bd9676f780e3 · outbound

This paper cites Adversarial diffusion distillation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Adversarial diffusion distillation

Reference 11

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source=pdf_text observed=2026-08-07T13:44:25.355469Z digest=sha256:641baab31ee8d007cfaee03c9a0c8a5f64adabb9a4f06547569e200d35e2ea3c

Observation 8d69562e-c4da-4b3b-a3e5-2119eabce732 · outbound

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

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 12

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source=pdf_text observed=2026-08-07T13:44:25.495564Z digest=sha256:874cddccb72ef3d013d6258a4914f5570d00fe066f5548c6e1d751913cc5ce84

Observation f5aca95b-8ef0-440b-8759-a41d09352ccc · outbound

This paper cites Photomaker: Customizing realistic human photos via stacked id embedding.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Photomaker: Customizing realistic human photos via stacked id embedding

Reference 13

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:25.634107Z digest=sha256:b5959662e1aa9f325769359dbe05f6908fd917fd86008318fdcc260594b4eeb5

Observation 6a3f0c41-e8cd-43d3-80b8-c4d1da9bd5d1 · outbound

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

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 14

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source=pdf_text observed=2026-08-07T13:44:25.735630Z digest=sha256:478bd9b3cb626dc892058b9b71f48e98c7d0d6b7239a5a35662cd7e344face92

Observation dcb14b9f-f854-451e-9329-e2f4666dd064 · outbound

This paper cites Pulid: Pure and lightning id customization via contrastive alignment.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Pulid: Pure and lightning id customization via contrastive alignment

Reference 15

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:25.857963Z digest=sha256:ef5d5b63e531e55b8356bb5a3e90e60caa298cb71d36060c9079ff375d491e3c

Observation 09185211-0e8d-4d11-a59b-b15762a29b7e · outbound

This paper cites InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity

Reference 16

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source=pdf_text observed=2026-08-07T13:44:25.998357Z digest=sha256:6f4837d8c7efbea3a5165eaee93a54a862ea6f79c0da692672e62e635d2784da

Observation 33ae59c9-17c6-4362-9398-27c9a9c3b0e8 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Adding conditional control to text-to-image diffusion models

Reference 17

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source=pdf_text observed=2026-08-07T13:44:26.094295Z digest=sha256:5d0afedc1d22e74581b328b89a2c95123bdd540ab2be6d9165fced60031c8e80

Observation 02f0dc1f-ea66-430f-96f7-fa9defb30463 · outbound

This paper cites CCM: Adding Conditional Controls to Text-to-Image Consistency Models.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention CCM: Adding Conditional Controls to Text-to-Image Consistency Models

Reference 18

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:26.212895Z digest=sha256:6b0826c51ed57bbba2f34b8f8935be8b4af656e18bc5e1fee0f0fbdf33c10e07

Observation e2c3aa70-bd6e-4237-b260-75c1abd9fbcc · outbound

This paper cites One-Step Image Translation with Text-to-Image Models.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention One-Step Image Translation with Text-to-Image Models

Reference 19

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source=pdf_text observed=2026-08-07T13:44:26.306570Z digest=sha256:ea028eac7571ac3ff5eaf5949072473818be8f267f8807c3659827c147d7155a

Observation 9e89bc8b-8fce-452b-95b0-55776da31c17 · outbound

This paper cites Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model

Reference 20

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source=pdf_text observed=2026-08-07T13:44:26.510968Z digest=sha256:b59f6629d46e8bc8b79eba8fd91b3b298b588c89f5c4132831caa4e6096bc20b

Observation 418a7220-d13a-44d0-b0a4-062218340cc1 · outbound

This paper cites Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis

Reference 21

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source=pdf_text observed=2026-08-07T13:44:26.621309Z digest=sha256:20a6684473a5330fc7fb396595a9f3f4ec3a0190ea1c08d7d0ffe4b0b3929a8e

Observation 3242dd8f-7fa2-44c6-96d1-a5f1a58fc623 · outbound

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

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 22

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source=pdf_text observed=2026-08-07T13:44:26.750070Z digest=sha256:a7ae11a489622467a704cee1d5c9679e7ada66e2fc87c7a6d3fd49c7186df35e

Observation 95b3f8e4-6159-4817-9fa9-b095bd0a4c3b · outbound

This paper cites Progressive Distillation for Fast Sampling of Diffusion Models.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Progressive Distillation for Fast Sampling of Diffusion Models

Reference 23

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source=pdf_text observed=2026-08-07T13:44:26.883551Z digest=sha256:85394bb05e16bbded3964b76cb9537da5b07acf4df738f32d83f0e0ac1482bc1

Observation a96e208b-3701-4ee5-990d-6abab0c6fa49 · outbound

This paper cites Consistency models.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Consistency models

Reference 24

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source=pdf_text observed=2026-08-07T13:44:27.046261Z digest=sha256:f67a8ffb422558c85c391cabe278a0324033f9f231fe1d81534527f83677cc97

Observation 5359f9c1-ea3a-4c49-a4b6-709051e5a004 · outbound

This paper cites One-step diffusion with distribution matching distillation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention One-step diffusion with distribution matching distillation

Reference 25

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source=pdf_text observed=2026-08-07T13:44:27.165577Z digest=sha256:8c36dcd1acc98c6a77c7ebe8cdaa0197b1a14cd845c629426ef9bc30caa4f546

Observation 294b4d73-84b9-4262-b4d5-d266a965bda0 · outbound

This paper cites Repurposing diffusion-based image generators for monocular depth estimation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Repurposing diffusion-based image generators for monocular depth estimation

Reference 26

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:27.272363Z digest=sha256:cc4ca7b59b0f1d0f738b6df093834ff27d3b12f4e4e80ba338d7596de7b549a3

Observation eee37871-fda4-4aec-a175-3b4cea77d8fb · outbound

This paper cites PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models

Reference 27

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source=pdf_text observed=2026-08-07T13:44:27.377581Z digest=sha256:6f4e247ad9296fd8787b58787c5b7bedfd2e2583acf72a4e903358152dbdf1dc

Observation 939c44b5-a577-4d4b-a007-18600711f83b · outbound

This paper cites CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation

Reference 28

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source=pdf_text observed=2026-08-07T13:44:27.490514Z digest=sha256:a0b9e049ba0cf11cf6abeec5f2a8eda984b166391a776a95ddadb8a75a89fc91

Observation a05af802-737a-40e6-a578-ad51190dae53 · outbound

This paper cites Instructpix2pix: Learning to follow image editing instructions.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Instructpix2pix: Learning to follow image editing instructions

Reference 29

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source=pdf_text observed=2026-08-07T13:44:27.630973Z digest=sha256:0f9abe3b2e04944ad71b4fb093420a34ace00ef145b5f2487fd6b265c76b4fca

Observation b9e419c5-3e1a-47df-b278-6517ab664e82 · outbound

This paper cites Analysis of Classifier-Free Guidance Weight Schedulers.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Analysis of Classifier-Free Guidance Weight Schedulers

Reference 30

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source=pdf_text observed=2026-08-07T13:44:27.798317Z digest=sha256:e4d4aebba245e0e2dafe27eae8d54e6c3d9ddf7a5e622d67eae84ef8405b2aed

Observation 42629a16-26a8-439d-8002-ab6640ce9bba · outbound

This paper cites Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps

Reference 31

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:27.922183Z digest=sha256:24eac3367ff415d6f6f1f6ada544a45ea2f4802dab687303e88da3f71ac87b7a

Observation 255ac4c9-b6ad-4f2e-a8bc-9379ff5e046a · outbound

This paper cites Common diffusion noise schedules and sample steps are flawed.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Common diffusion noise schedules and sample steps are flawed

Reference 32

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source=pdf_text observed=2026-08-07T13:44:27.991508Z digest=sha256:dfb6c9c98f0e5db008c0b17b310e15bb8013b3dc0944df3f20ea7d9112f28b7d

Observation 2e4d8b6a-c469-4cce-96a4-2a5806552034 · outbound

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

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 33

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source=pdf_text observed=2026-08-07T13:44:28.090507Z digest=sha256:d8968df6d55c858f6409068aeff289e582987f0b49d490be213e9f631969fbfa

Observation 67d24dde-9c26-46f3-a4d1-c7debd06868b · outbound

This paper cites Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing

Reference 34

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:28.171299Z digest=sha256:484f95fbac96340b97aabc6f141b4eb6469a99ea1c2d0534940af476ac1a7a3c

Observation 6303db1d-a8f1-45b5-8ced-7592e7d40d1a · outbound

This paper cites Diffusion self-guidance for controllable image generation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Diffusion self-guidance for controllable image generation

Reference 35

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source=pdf_text observed=2026-08-07T13:44:28.296264Z digest=sha256:1279536dcef9130b54b93628d73b9f8da7a2624ed4c4c5543c5b1fbd5ef54b56

Observation e31c5d30-ba75-45c5-8c4a-b582c9fb6206 · outbound

This paper cites Guide-and-rescale: Self-guidance mechanism for effective tuning-free real image editing.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Guide-and-rescale: Self-guidance mechanism for effective tuning-free real image editing

Reference 36

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raw_fallback, observed 2026-08-07T13:44:30.280307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:28.405260Z digest=sha256:93214e2d9b3217d68f4ae5e8fc38ea7816f8bba3fa22b8405aa30d9c1c75326f

Observation 1fa9baa3-ceab-479d-8ccf-f51a1c06d4b1 · outbound

This paper cites Arbitrary style transfer in real-time with adaptive instance normalization.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Arbitrary style transfer in real-time with adaptive instance normalization

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:28.500537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:28.500537Z digest=sha256:2a8a129a16f6e1a85776caa6c1c5d29f2554bc4c970de74ec457facb4d40d2eb

Observation 9c14cfd3-728b-4c06-a24b-cd71d793a062 · outbound

This paper cites Aesthetic model predictor - GitHub repository.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Aesthetic model predictor - GitHub repository

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:30.060279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:28.587684Z digest=sha256:b1629518cf41aced7c7ed6c4bf64d449c94daca75321f394b005fb7a2de492d6

Observation 8dee4f39-b5ef-46bc-a6dd-c7eb2d492cce · outbound

This paper cites Imagereward: Learning and evaluating human preferences for text-to-image generation.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Imagereward: Learning and evaluating human preferences for text-to-image generation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:28.679423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:28.679423Z digest=sha256:88bfe858e77255940f7e67b2a5e29f257cc09b1a64c522dacbd0b8bf1252dccf

Observation 50d1d901-4356-453a-9e81-23c9333ae2eb · outbound

This paper cites Insightface: 2d and 3d face analysis project.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Insightface: 2d and 3d face analysis project

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:29.870052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:28.765582Z digest=sha256:68e7b3507cbaacc3b8acaa2d15bbbc8257f6a04b5f3be5715d794cf0f409e3f8

Observation 878169d2-17fa-4e22-9606-03cbd36a52f1 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention Score-Based Generative Modeling through Stochastic Differential Equations

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:28.836467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:28.836467Z digest=sha256:3b74f668e05825c40a07e1905b2016a97d7ab9ad9d16285d24ff13d8751d5bc2

Observation 6e4dc820-3cae-4305-bd68-284b7a0faf36 · outbound

This paper cites up" and.

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention up" and

Reference 42

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:44:29.685914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T13:44:28.951854Z digest=sha256:4d0945d6d39637b74fb2f19f1f00fc74b5244aa74995ba0d5abd9e0db95dd35a

Pith citing papers

No inbound Pith citation observations are available.