Pith. sign in

Paper Citation Record · LEDGER

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2505.17256.

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

pith.paper-citation-record.v1
2505.17256 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:54:10.420366Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy15
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a7c18e2-a43b-43ee-8dfe-57da72a0c600 · outbound

This paper cites Universal guidance for diffusion models.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Universal guidance for diffusion models

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:13.600985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:06.697963Z digest=sha256:029755ec8848d2eb83798cbc8f76103d2ed38a6aecefbcd3ba819594b06328f0

Observation 3d35f5f0-a9ab-42c1-bd88-3ab1e10d0fdd · outbound

This paper cites Vggface2: A dataset for recognising faces across pose and age.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Vggface2: A dataset for recognising faces across pose and age

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:06.766446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:06.766446Z digest=sha256:a2ba7716ccf66195582d26e94778b278f0a08d00e61bdc76786107453856df45

Observation d2ed79c1-6ee1-4dee-aa8f-9dd61af933c9 · outbound

This paper cites Dreamidentity: enhanced editability for efficient face-identity preserved image generation.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Dreamidentity: enhanced editability for efficient face-identity preserved image generation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:06.848619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:06.848619Z digest=sha256:31fcedebe06cfc2911315a94bf67425b911a82837a3b2b63b8a745218a2d2729

Observation fa4d8012-d0f0-4c74-9ee0-1c808fa37e2c · outbound

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

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Arcface: Additive angular margin loss for deep face recognition

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:06.915273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:06.915273Z digest=sha256:ecd9970e86c5f0f9f332745e544f52d78d8aacb169f67b8d0f9f383f993ebcd1

Observation e40929ed-bec3-457b-8ce2-ef8facaaf4f0 · outbound

This paper cites Diffusion models beat GANs on image syn- thesis.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Diffusion models beat GANs on image syn- thesis

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:13.266459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:07.008680Z digest=sha256:e2e57b8f440f1acab0f56299b7aed77db21b4a2c62852c37661496f27df3de71

Observation b48ff1a9-3db2-4db3-92c5-b360bf590ba2 · outbound

This paper cites Lcm-lookahead for encoder-based text-to-image personalization.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Lcm-lookahead for encoder-based text-to-image personalization

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:13.052456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:07.110698Z digest=sha256:d71fafca0770138a53a9e574a1e2e22672f28e93f91cef099ea8413d0b6e5640

Observation 759a70c8-e08e-416a-94f4-f8c8e7cd7818 · outbound

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

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Insightface: 2d and 3d face analysis project

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:12.828077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:07.187289Z digest=sha256:dd676b7a05b6c12ddb9809fd85cfdb5594da1443d30f3a68839579c24a7c662a

Observation 267115b9-150c-4a6d-8b92-ee398b48e5d6 · outbound

This paper cites Face-adapter for pre-trained diffusion models with fine-grained id and attribute control.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Face-adapter for pre-trained diffusion models with fine-grained id and attribute control

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:12.618548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:07.261739Z digest=sha256:d48225a9b94b1b32190dd6b9f7f273f7805fa01e905dbf83c83cee0917403758

Observation 799ef414-b39a-456f-a688-3e5ed9ecac7f · outbound

This paper cites Manifold Preserving Guided Diffusion.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Manifold Preserving Guided Diffusion

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:07.339029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:07.339029Z digest=sha256:ca8a1bce473e1809d6d264b1f12dacc4287d732a3670ba94fd1c819fd176d574

Observation e9c1e5f1-8470-46ee-a3d3-2d175f52d605 · outbound

This paper cites Denoising diffusion probabilistic mod- els.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Denoising diffusion probabilistic mod- els

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:12.397814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:07.438326Z digest=sha256:2820ae297c2c4a195918f39bceeba19604208b3914149790003957143ed7dddd

Observation 5415093a-2911-4c4a-aaab-bc34c0e7f4e5 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Lora: Low-rank adaptation of large language models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:07.540695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:07.540695Z digest=sha256:6de6b49556986860e964106a209c38c03a8ba1f83401b477d9d552d64d00ab8b

Observation 2bbcc16f-b4d3-4778-99b4-4e5e11c707f8 · outbound

This paper cites Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:07.643604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:07.643604Z digest=sha256:22b74fd5c0b3f8f2113120d6a0163bf9ed8a2eec003984afe56991658b6cd215

Observation 266ab65d-4ef3-4cbc-bca6-96668b049566 · outbound

This paper cites Jain, and Xiaoming Liu.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Jain, and Xiaoming Liu

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:12.185882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:07.711867Z digest=sha256:ed86343e4e45414d2a3d5007bcb70cce491fd4fcfd54f95118712d8cff0d9896

Observation 6aae549e-6d94-46dd-b81a-e6bb1a10229c · outbound

This paper cites Mivolo: Multi-input transformer for age and gender estimation.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Mivolo: Multi-input transformer for age and gender estimation

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:12.010799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:07.785348Z digest=sha256:259cb7e4f83f61c8c077c8d351f2d6e3eee67f12cbaf7ec20790d870f31cb9ab

Observation 083ab4cd-5c1a-4428-bb87-db15ea6cf26f · outbound

This paper cites FaceScore: Benchmarking and Enhancing Face Quality in Human Generation.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation FaceScore: Benchmarking and Enhancing Face Quality in Human Generation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:07.857199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:07.857199Z digest=sha256:881b23b89a09c605566ee5098f54209e3c19cc11a5350384d8985dc54c7d3fe8

Observation 40a95860-e6b0-4d36-ba25-a78bfea8dc98 · outbound

This paper cites Deep learning face attributes in the wild.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Deep learning face attributes in the wild

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:07.942486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:07.942486Z digest=sha256:126eabc789d8f95ba424e4d25983333357a797e61185ccda425ac694c2984614

Observation e7bcbd06-6551-47eb-92d6-97eba18bf875 · outbound

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

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:08.030224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:08.030224Z digest=sha256:42ad2acc01871356ad7a4717d701b79027a7f63cacf4c865a4e99aa21cadce28

Observation e6c78f16-cb01-49b3-b3fe-39c1b0a456d9 · outbound

This paper cites LCM-LoRA: A Universal Stable-Diffusion Acceleration Module.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:08.117015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:08.117015Z digest=sha256:bf563d23c0710b3bdef52fc7fc4c920ddb67f1171064e3f3b136731f2a1c9048

Observation 4fb819d7-c0da-4b5c-9ff4-3b3cc898adf9 · outbound

This paper cites Segface: Face segmentation of long-tail classes.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Segface: Face segmentation of long-tail classes

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:11.810308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:08.186981Z digest=sha256:e3376d5c008b31e538305ea4163cba6f3e9dc38000669f65dd78878389ed76a2

Observation ae6bf0b2-b8f4-434c-876b-72211009db09 · outbound

This paper cites Precisecontrol: Enhancing text-to-image diffusion models with fine-grained attribute control.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Precisecontrol: Enhancing text-to-image diffusion models with fine-grained attribute control

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:11.655995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:08.252270Z digest=sha256:62436b618ee31bdd13762dbdd2fe269c02827608a8a79b2513af6732284ffb00

Observation 42f958c6-6480-4d32-85ad-5a80e0423837 · outbound

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

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:08.331165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:08.331165Z digest=sha256:a7f3d51a9554ef868d3f5ed50f3250c75fca88a6042decc3ca61659a2fb145d3

Observation 9672c150-2ea2-47cf-ab74-978d758c0ead · outbound

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

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation High-Resolution Image Synthesis with Latent Diffusion Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:08.416506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:08.416506Z digest=sha256:ff4fe354751bb06c1403ace6cf6524e6d5278f4be6d0a01637c27ed133225fd1

Observation aa5cb314-dcb9-4acf-9598-fd5cace3cb5c · outbound

This paper cites Stable diffusion, 2022.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Stable diffusion, 2022

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:11.502205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:08.490735Z digest=sha256:0584e18ca843af287c3c34b1edd85fd59715fe8063d902bf9da7b7e25addb2a0

Observation cc62a7ae-8d49-461f-9e2f-e3785e41bf3d · outbound

This paper cites Face2diffusion for fast and editable face personaliza- tion.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Face2diffusion for fast and editable face personaliza- tion

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:11.334758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:08.593332Z digest=sha256:9fe56c93852ef3f05a7958e27f3f5f8cd32c5ae9895bf72e7a5016dcfff2dcd9

Observation cbb2a882-489c-49d2-9fd0-5bb50aa2d540 · outbound

This paper cites Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:08.711080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:08.711080Z digest=sha256:1fa5ea3e9af0bcf5112d635a12dc3022011e9a9e428a3349aa610dce9d7a934e

Observation 32f14f5d-4a7b-44c8-b928-3e22b1be5b43 · outbound

This paper cites Denoising Diffusion Implicit Models.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Denoising Diffusion Implicit Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:09.015371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:09.015371Z digest=sha256:8c2ba4f770587d8044298117416f6b37838adcbc76b7aa76e8c0771dd61476fd

Observation 61764cd8-43f2-4b60-af8d-16e261b8224d · outbound

This paper cites Consistency models.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Consistency models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:09.845475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:09.845475Z digest=sha256:80ccf52b5dcf20b8cb94323405156b174d8dfee83e7ea367b90e94c99c87c435

Observation 04944a4b-52fd-4398-ac7d-a7e5b446ef5e · outbound

This paper cites Rectifid: Personalizing rectified flow with anchored classifier guidance.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Rectifid: Personalizing rectified flow with anchored classifier guidance

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:11.103562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:09.980775Z digest=sha256:7e4fc6767337a7a1075b6ea5d7f17230173135d5dc53d20847596e6a0b8eaaed

Observation e94b09ee-8c8f-4bb3-a87d-cc4befa2be05 · outbound

This paper cites Visualizing data using t-sne.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Visualizing data using t-sne

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:10.029998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:10.029998Z digest=sha256:d5cd7968f5ba44b224cbb66be9018b1139c8a9ac4cb74d8db75f24b008f80478

Observation 653848f8-f757-45c6-996f-80edb26980df · outbound

This paper cites TFG: Unified training-free guidance for diffusion models.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation TFG: Unified training-free guidance for diffusion models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:10.921408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:10.086946Z digest=sha256:64b005b9a7f40cb0c95f4308f7f8dbb4745453123cea75c242228360c820a9a4

Observation c83330d7-6094-44a5-838b-ee60e58e285c · outbound

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

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:10.154743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:10.154743Z digest=sha256:a9de5d30e67d35ec067281fcc7b95ba501d0a2fc62a07b2a536927b5c2a207b9

Observation f26d67b4-e67a-4dae-a94b-9134bf600724 · outbound

This paper cites Freedom: Training- free energy-guided conditional diffusion model.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Freedom: Training- free energy-guided conditional diffusion model

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:10.263374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:10.263374Z digest=sha256:36e16f2a860db9e73a994160f978c25d6a52ec80df20c35aebdd22ab00acf5fd

Observation bbb5eb6b-ea26-4101-9993-efc74cb58b78 · outbound

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

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation Adding conditional control to text-to-image diffusion models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:10.339316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:10.339316Z digest=sha256:8a4ed52aa95f02e4f13a59240666f1c6a9d3c13c1fc89a896309cfc7c0a2c406

Observation ce5c103e-2c8e-4310-8541-f5d03335923d · outbound

This paper cites General facial representation learning in a visual- linguistic manner.

ExpertGen: Training-Free Expert Guidance for Controllable Text-to-Face Generation General facial representation learning in a visual- linguistic manner

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:54:10.756555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:54:10.420366Z digest=sha256:30745a5c6f7f9808dbcda5f8740a96f59c52a34e2f47e2562c118838bacf9164

Pith citing papers

No inbound Pith citation observations are available.