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Paper Citation Record · LEDGER

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance

As of 15 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2508.09847.

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

pith.paper-citation-record.v1
2508.09847 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:47:54.789984Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy15
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dabfde50-4ea3-4b98-918b-7baa8975d0fc · outbound

This paper cites Denoising Diffusion Probabilistic Mod- els,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Denoising Diffusion Probabilistic Mod- els,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.960332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5f4202b2-66d7-4dcb-8702-e28609cb869a · outbound

This paper cites Scalable Diffusion Models with Transformers.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Scalable Diffusion Models with Transformers

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T20:47:51.789458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:47:51.789458Z digest=sha256:8628be949c521af2bb8332738e0f70bbfedb35649477d97257d2ddebd8a0c7ce

Observation b3cce81c-29b9-4989-af5c-e345919d8c57 · outbound

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

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Score-Based Generative Modeling through Stochastic Differential Equations,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.952160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f8a0e3f2-e661-4dc5-95f5-cc1d9df271b4 · outbound

This paper cites Improved Denoising Diffusion Probabilis- tic Models,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Improved Denoising Diffusion Probabilis- tic Models,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.941814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:52.016135Z digest=sha256:98348e6b0cd6735971f5b753a9f402d8d507064c5bc9206cc064c972aa29039b

Observation 1a52f42b-ad86-4055-868b-2572e507637f · outbound

This paper cites Denoising Diffusion Implicit Models,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Denoising Diffusion Implicit Models,

Reference 5

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unresolved
no resolver link, observed 2026-08-05T20:47:52.155967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:47:52.155967Z digest=sha256:935a3cbb88abe93d5da56679be3cf2b8e7c05136e6ba97b905e26eab9a18909e

Observation d7a7b780-8a29-468e-83c4-087acce54a86 · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Diffusion Models Beat GANs on Image Synthesis,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.927554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:52.264784Z digest=sha256:983b2703e188195a694dfd96211a6faf2f532e917c38bb67899ed1ee8c7c31fd

Observation 3f6e0bad-6fb5-42c6-9bdd-a9dbacfec4bb · outbound

This paper cites Variational Diffusion Models,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Variational Diffusion Models,

Reference 7

Resolution
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raw_fallback, observed 2026-08-05T20:47:55.919112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:52.339948Z digest=sha256:9af361ed722d8b7892d43052aefdbe9924dfec36bbc910e307eb8bda46c237db

Observation 424a188e-0cf4-408f-a181-39de3ac56080 · outbound

This paper cites Conditioning Diffusion Models via At- tributes and Semantic Masks for Face Generation,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Conditioning Diffusion Models via At- tributes and Semantic Masks for Face Generation,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.910163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:52.455413Z digest=sha256:0c758ac5acb59b7d1a523a509ba3ed77b27dfd55611292c226b219e56be2df38

Observation f73e9f95-7739-44e3-821f-d870be17901e · outbound

This paper cites D2C: Diffusion-Denoising Models for Few-shot Conditional Generation,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance D2C: Diffusion-Denoising Models for Few-shot Conditional Generation,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.901521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:52.528102Z digest=sha256:8988f001c85e219d44983102531a7e99e1e454341a328e7b60e606bfe6c07ee7

Observation 20b67462-567b-4604-a0d5-d652c2778107 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance High-Resolution Image Synthesis with Latent Diffusion Models,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.893850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b82c2e88-66dc-408f-9dc0-8e48e7f08382 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Adding Conditional Control to Text-to-Image Diffusion Models,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.882120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:52.708775Z digest=sha256:da9c890f45bc425e2d78a29a1dacb7bbd63daafa23206587a21773743adc56fc

Observation 5ad59a5b-484c-4ba4-bdd3-e366cfa23674 · outbound

This paper cites Conditional Image Synthesis with Diffusion Models: A Survey.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Conditional Image Synthesis with Diffusion Models: A Survey

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T20:47:52.784209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7982d404-af5a-4a57-9d84-427dc02cfb85 · outbound

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

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance An Image is Worth One Word: Personalizing Text- to-Image Generation using Textual Inversion,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.716454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:52.898657Z digest=sha256:bfb3445f43f16dc3851db8c56b264375ed08a8756cfe399cb6121e390f011ac6

Observation 945dfa8a-65da-4f63-9afc-4cc797b6b547 · outbound

This paper cites Stable Diffusion v1-5,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Stable Diffusion v1-5,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.563452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:53.039444Z digest=sha256:b43f72dd7826aef2ddf1d77ad92d9279b67eab614e2d1955583fba9158b10364

Observation b7af3367-5a18-405d-8f2f-fc140e91ac90 · outbound

This paper cites an unresolved cited work.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:47:55.386727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 180a8818-2688-4cc2-8ca9-651a5df6f679 · outbound

This paper cites SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.369954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:53.356299Z digest=sha256:e8f72314c28dcfb65ae55892e4819b5959a294f5b44e6161b016bba8ecaab6fb

Observation 6c410f83-8652-4e80-823f-d1899fc9ccba · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance Representation Learning with Contrastive Predictive Coding

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T20:47:54.273933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:47:54.273933Z digest=sha256:dda5818a3d37241cb8f18588f25a8da5cb1f935a7881d25286c3b53af6fe52d7

Observation 3b4dda81-4754-4a83-9dc3-37b1685e1bef · outbound

This paper cites A Simple Framework for Contrastive Learning of Visual Representations,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance A Simple Framework for Contrastive Learning of Visual Representations,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.288556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:54.773250Z digest=sha256:2c4b9a1ca0651141e7dfea5346d01cec82c0642d8293ec0f64526afd913db976

Observation 46ceaf03-ad9d-4379-acc6-d3a8e9852457 · outbound

This paper cites MaskGAN: Towards Diverse and Interactive Facial Image Manipulation,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance MaskGAN: Towards Diverse and Interactive Facial Image Manipulation,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:47:55.165393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T20:47:54.775719Z digest=sha256:7e3c734bae2617a24524789f66e01ab4fbd4ecfecefc012f6a430d0a1c7978b0

Observation 27961900-5833-4519-8f1c-041beaebf812 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models,.

Enhancing Diffusion Face Generation with Contrastive Embeddings and SegFormer Guidance LoRA: Low-Rank Adaptation of Large Language Models,

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Pith citing papers

No inbound Pith citation observations are available.