Paper Citation Record · LEDGER

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2607.25622.

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

pith.paper-citation-record.v1
2607.25622 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:55:53.044463Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e91b2ff1-6d58-49e2-a446-588ec161669c · outbound

This paper cites Qwen3-VL Technical Report.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Qwen3-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:48.274897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 497ef16c-8710-4a41-bd57-cb11620c5c1b · outbound

This paper cites FLUX.1 Release: Announcing Black Forest Labs.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation FLUX.1 Release: Announcing Black Forest Labs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:48.374754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef7b2fa1-947f-40f2-9de6-1ef0a1d02cda · outbound

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

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Arcface: Additive angular margin loss for deep face recognition

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:48.510305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ef1ad4-fd22-4035-a032-25f7085b2fdf · outbound

This paper cites Introducing nano banana pro.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Introducing nano banana pro

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:48.635729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef480bd-1cc1-4242-b86d-0676f41fdb2c · outbound

This paper cites Nano banana 2: Google’s latest ai image generation model, 2026.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Nano banana 2: Google’s latest ai image generation model, 2026

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:48.774748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c15b08-5c7d-4fa8-a917-9ebe0b6c2f86 · outbound

This paper cites Pulid: Pure and lightning id customization via contrastive alignment.NeurIPS, 2024.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Pulid: Pure and lightning id customization via contrastive alignment.NeurIPS, 2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:48.954747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ca9020-562a-4737-badf-94e39a018d7f · outbound

This paper cites Clipscore: A reference-free evaluation metric for image captioning.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Clipscore: A reference-free evaluation metric for image captioning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:49.096345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48e25b24-57d1-47ef-8173-32fffbad8e19 · outbound

This paper cites Consistentid: Portrait generation with multimodal fine-grained identity preserving.IEEE Transactions on Pattern Analysis and Machine Intelligence, 48(5):5639–5654, 2026.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Consistentid: Portrait generation with multimodal fine-grained identity preserving.IEEE Transactions on Pattern Analysis and Machine Intelligence, 48(5):5639–5654, 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:49.304747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f3c285c-884c-4bb4-ac36-9de6539683e5 · outbound

This paper cites Joyai-image: A unified framework for image generation and editing.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Joyai-image: A unified framework for image generation and editing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:49.502994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720da7b1-96af-4d45-a6cc-88ae87311a87 · outbound

This paper cites Infiniteyou: Flexible photo recrafting while preserving your identity.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Infiniteyou: Flexible photo recrafting while preserving your identity

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:49.694753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd4698b-614d-4b32-a75d-f83938753cd1 · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:49.900066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59c1d59-9ddb-47dc-a96f-c6035f8f45a3 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:50.074830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da52c00-72f5-419d-b1e6-fa109cabe8ee · outbound

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

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Photomaker: Customizing realistic human photos via stacked id embedding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:50.414759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eedf7140-0ab1-48d2-950a-51dab5c56880 · outbound

This paper cites Ppr10k: A large-scale portrait photo retouching dataset with human-region mask and group-level consistency.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Ppr10k: A large-scale portrait photo retouching dataset with human-region mask and group-level consistency

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:50.584757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfca754-5a24-4d4a-9851-7a68d414ff04 · outbound

This paper cites Transmatcher: Deep image matching through transformers for generalizable person re-identification.NeurIPS, 2021.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Transmatcher: Deep image matching through transformers for generalizable person re-identification.NeurIPS, 2021

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:50.745647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f218d074-a4c3-4607-a5b9-c19b9ab37e50 · outbound

This paper cites Decoupled weight decay regularization.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Decoupled weight decay regularization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:50.879985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 464fe321-98e7-49b5-8624-c898b1dfb39f · outbound

This paper cites Visual persona: Foundation model for full-body human customization.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Visual persona: Foundation model for full-body human customization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:50.974753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62ae8572-aa74-442f-a6d7-f3e95badf1d0 · outbound

This paper cites Chatgpt.https://chat.openai.com/, 2024.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Chatgpt.https://chat.openai.com/, 2024

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.099458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 400016e5-1218-4c22-a532-05c7830b8de0 · outbound

This paper cites Gpt-image-1.5.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Gpt-image-1.5

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.202133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c221eab-ca05-4c34-b764-6bdd2b89919a · outbound

This paper cites Gpt-image-2.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Gpt-image-2

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.294750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd153085-2a3f-4dfe-a8d3-ad13ce7fdd17 · outbound

This paper cites Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research Journal, 2024.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research Journal, 2024

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.390614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c68b591-2072-4087-8ed6-2a4b7521289e · outbound

This paper cites Ominicontrol: Minimal and universal control for diffusion transformer.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Ominicontrol: Minimal and universal control for diffusion transformer

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.456096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc0758ba-8b99-4226-84d4-d5f25d036341 · outbound

This paper cites InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.546257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44d7b366-79f5-481a-90c4-df19b9df7f1d · outbound

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

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.685021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00e1127-1259-4865-967d-a386fb7fab0d · outbound

This paper cites Fairhuman: Boosting hand and face quality in human image generation with minimum potential delay fairness in diffusion models.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Fairhuman: Boosting hand and face quality in human image generation with minimum potential delay fairness in diffusion models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.796495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ec5844-6bf8-4ad2-ab7a-040b59953de0 · outbound

This paper cites Qwen-Image Technical Report.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Qwen-Image Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:51.913686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4416bafc-a199-4e8f-abb2-449e9d73e533 · outbound

This paper cites Less-to-more generalization: Unlocking more controllability by in-context generation.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Less-to-more generalization: Unlocking more controllability by in-context generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:52.173629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77bf03f6-eb1a-4bde-8fcb-2de5a61f249e · outbound

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

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:52.375437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ef91f9-9e53-42ec-a1f1-580148e7bf4d · outbound

This paper cites Sigmoid loss for language image pre-training.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Sigmoid loss for language image pre-training

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:52.562299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f6a32b5-2ab3-4ae0-a8ae-90e44c536f40 · outbound

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

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Adding conditional control to text-to-image diffusion models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:52.701385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 195b5e53-1f12-484f-b62b-b2703852fc89 · outbound

This paper cites Flashface: Human image personalization with high-fidelity identity preservation.arXiv preprint arXiv:2403.17008, 2024.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Flashface: Human image personalization with high-fidelity identity preservation.arXiv preprint arXiv:2403.17008, 2024

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:52.879096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8852aeeb-3e45-4684-be24-ef8ceebe892c · outbound

This paper cites Easycontrol: Adding efficient and flexible control for diffusion transformer.

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation Easycontrol: Adding efficient and flexible control for diffusion transformer

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T01:55:53.044463Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.