Paper Citation Record · LEDGER

All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2411.18810.

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

pith.paper-citation-record.v1
2411.18810 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:37.766161Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T15:26:33.563528Z

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 c107d766-d4c4-424b-bf99-9f319d5b5217 · inbound

ISAC: Training-Free Instance-to-Semantic Attention Control for Multi-Instance Generation cites this paper.

ISAC: Training-Free Instance-to-Semantic Attention Control for Multi-Instance Generation All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:37.766161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 190e206c-c50b-4b2c-9c18-d083856e65c5 · inbound

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework cites this paper.

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:23:42.523167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 509327cf-cb4c-462c-911e-b1b024a66641 · inbound

GenTune: Toward Traceable Prompts to Improve Controllability of Image Refinement in Environment Design cites this paper.

GenTune: Toward Traceable Prompts to Improve Controllability of Image Refinement in Environment Design All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T18:05:40.320166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 806bce9a-28e0-4a7e-975c-95cb3625c6f7 · inbound

CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration cites this paper.

CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:26:33.566376Z

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.