Paper Citation Record · LEDGER

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework

As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 6 inbound Pith citation observations for arXiv:2504.12395.

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

pith.paper-citation-record.v1
2504.12395 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:35:23.044278Z

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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:48:44.086426Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T03:51:29.458587Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy6
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39dbd01e-ba3c-4be3-8244-7d9c62884975 · outbound

This paper cites ACM transactions on Graphics (TOG) 42(4), 1–10 (2023).

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework ACM transactions on Graphics (TOG) 42(4), 1–10 (2023)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:23.481742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 38405a51-d66a-4049-97d5-a1dbf9a1f1ea · outbound

This paper cites In: Forty-first international conference on machine learning (2024).

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Forty-first international conference on machine learning (2024)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.943074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ead6ac9-6535-4f9e-932c-66dbca2417cd · outbound

This paper cites Personalize Anything for Free with Diffusion Transformer.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Personalize Anything for Free with Diffusion Transformer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.947117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4750cf2c-9891-43b6-bddd-eea59b006e53 · outbound

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

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.952058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5b53b9-64d7-42e8-9d0f-ec00af1af80a · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:23.457638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60f72950-ed2a-4eef-9954-f35d961c1449 · outbound

This paper cites GPT-4o System Card.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework GPT-4o System Card

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.960863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 994c2614-d066-4bbf-8853-d3ca7be765d7 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:23.444037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2dd8bdc4-ab07-49ec-a5bb-1271584634bd · outbound

This paper cites an unresolved cited work.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:23.429422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd27bdb2-5da3-4c55-8e53-6643515a840d · outbound

This paper cites Advances in Neural Information Processing Systems 36, 30146–30166 (2023).

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Advances in Neural Information Processing Systems 36, 30146–30166 (2023)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:23.415769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eac6e038-d6a9-4853-b7aa-efe8689b1931 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:23.401058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 228d1020-e708-4b8f-99b6-34e25361630a · outbound

This paper cites ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.981677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4259ab3-93ee-43d2-b34a-464cded263c4 · outbound

This paper cites arXiv preprint arXiv:2408.09744 (2024) 8.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework arXiv preprint arXiv:2408.09744 (2024) 8

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.985834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ab4a5b-2c0c-43ef-87a9-621a8d9bcf39 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Proceedings of the AAAI conference on artificial intelligence

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.990230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4df09472-b3bb-432b-9814-8b97bbeb5278 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework DINOv2: Learning Robust Visual Features without Supervision

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.994159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798f2f9b-91e5-4b09-ad4c-19eef76ccdd3 · outbound

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

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:22.998437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c287332-d526-4e44-bda4-acb6650f0458 · outbound

This paper cites In: International conference on machine learning.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: International conference on machine learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.002645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0e7c80-32f6-4814-8083-790b0038a531 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.006682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c3f15bf-a397-47d8-9ac4-941e304ebaa1 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.010741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd829872-2aa1-4205-8873-b256f88af542 · outbound

This paper cites In: European Conference on Computer Vision.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: European Conference on Computer Vision

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:23.353534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ebe09026-1380-4078-9e33-7fd3150a51f7 · outbound

This paper cites OminiControl: Minimal and Universal Control for Diffusion Transformer.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework OminiControl: Minimal and Universal Control for Diffusion Transformer

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.018704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 358df40a-a657-4c17-9306-7677ab85f47f · outbound

This paper cites CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.023282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d656fa4-2786-4dd4-b87e-4ea689fb8f22 · outbound

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

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.027664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8c8d76-661d-4503-acfa-de7ea0b70cb9 · outbound

This paper cites Less-to-More Generalization: Unlocking More Controllability by In-Context Generation.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Less-to-More Generalization: Unlocking More Controllability by In-Context Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.031855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c79a0e-1cb7-43c4-9b17-3cbbafa2ca64 · outbound

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

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.036035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19c0af8e-d238-4553-bc48-26183a7a82ee · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.040189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f24679-f250-43e1-8ea4-6b7e01767250 · outbound

This paper cites EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer.

InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:23.044278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4e020307-4300-4ade-baf9-2a66862b4b2a · inbound

RepText: Rendering Visual Text via Replicating cites this paper.

RepText: Rendering Visual Text via Replicating InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T05:48:44.086426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8899e6e-bf72-4845-89a6-0ab9694ecf98 · inbound

Hunyuan-Game: Industrial-grade Intelligent Game Creation Model cites this paper.

Hunyuan-Game: Industrial-grade Intelligent Game Creation Model InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:34.737370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611d81e7-fc38-4357-a04b-789ef2f9fd45 · inbound

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards cites this paper.

PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:51:29.460887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 84c625a4-9051-4f34-b8bf-441123b38487 · inbound

VOSR: A Vision-Only Generative Model for Image Super-Resolution cites this paper.

VOSR: A Vision-Only Generative Model for Image Super-Resolution InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:33:14.605813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c6420ec-3284-4d02-98d6-12d4e56b3f0a · inbound

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling cites this paper.

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:16:28.874266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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

Beyond Facial Consistency: Personalized Person Image Generation with Holistic Identity Preservation cites this paper.

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.