Paper Citation Record · LEDGER

Character-Aware Models Improve Visual Text Rendering

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2212.10562.

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

pith.paper-citation-record.v1
2212.10562 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:17:34.032650Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:41:15.382160Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c8b18bda-c404-4ffa-96dc-2c862ce99365 · inbound

AMO Sampler: Enhancing Text Rendering with Overshooting cites this paper.

AMO Sampler: Enhancing Text Rendering with Overshooting Character-Aware Models Improve Visual Text Rendering

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T10:17:34.032650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0c7ce2-e223-4f68-b8c1-413f868882c1 · inbound

CharGen: High Accurate Character-Level Visual Text Generation Model with MultiModal Encoder cites this paper.

CharGen: High Accurate Character-Level Visual Text Generation Model with MultiModal Encoder Character-Aware Models Improve Visual Text Rendering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T05:45:54.083336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4affcd15-f9ee-415e-9802-a7212f3c855a · inbound

Beyond Flat Text: Dual Self-inherited Guidance for Visual Text Generation cites this paper.

Beyond Flat Text: Dual Self-inherited Guidance for Visual Text Generation Character-Aware Models Improve Visual Text Rendering

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:17.976636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46685bd4-1272-4c9a-a0e6-f226a9a9bce3 · inbound

A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation cites this paper.

A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation Character-Aware Models Improve Visual Text Rendering

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T05:20:51.120173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e0504aa-3414-4894-b69a-aa3b051796bc · inbound

Calligrapher: Freestyle Text Image Customization cites this paper.

Calligrapher: Freestyle Text Image Customization Character-Aware Models Improve Visual Text Rendering

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T21:45:15.864723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2704528-4dfe-49f8-9cd7-40541872ba29 · inbound

IGD: Instructional Graphic Design with Multimodal Layer Generation cites this paper.

IGD: Instructional Graphic Design with Multimodal Layer Generation Character-Aware Models Improve Visual Text Rendering

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:42.024222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2bfa5a7-252b-4abb-9297-a858c5b6402a · inbound

POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation cites this paper.

POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation Character-Aware Models Improve Visual Text Rendering

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:15.388802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.