Paper Citation Record · LEDGER

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2506.12633.

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

pith.paper-citation-record.v1
2506.12633 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:48:09.750060Z

measured 15 of 15 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

15 of 15 outbound references displayed

verified exact1
verified fuzzy2
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b1e86d3-2ea8-4b67-b31f-4783dafa2a09 · outbound

This paper cites write newline.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:06.539779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 101c4e2e-257b-40b8-ad93-3731754e12de · outbound

This paper cites GPT-4 Technical Report.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:06.600690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f996a4a-dabb-4e31-9f75-bd8788e6a025 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:06.677498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304ca449-c552-4e76-8404-9e8732bf9e7c · outbound

This paper cites Initno: Boosting text-to-image diffusion models via initial noise optimization.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Initno: Boosting text-to-image diffusion models via initial noise optimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:48:10.611746Z

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.

Observation 6023936f-557a-432a-949b-1975a1af5a62 · outbound

This paper cites Denoising diffusion probabilistic models.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Denoising diffusion probabilistic models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:06.800052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfbefcd0-384c-45b2-ab6d-eef2e93bb952 · outbound

This paper cites Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:06.881850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7e8014c-25f2-42af-ba94-1aa729b748c8 · outbound

This paper cites Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:06.959834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca672807-22a2-407b-8afa-4235c0b30562 · outbound

This paper cites an unresolved cited work.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:48:10.479150Z

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.

Observation ec7bb8c9-4e06-4b5a-86c2-144d77646920 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Representation Learning with Contrastive Predictive Coding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:07.113856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9cf3692-29de-46c5-bcf8-530561512d52 · outbound

This paper cites Learning to reason with llms, September 2024.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Learning to reason with llms, September 2024

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:07.184686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e26f502-36de-45d3-84c9-5f0333ae9fb3 · outbound

This paper cites Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:48:10.022788Z

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.

Observation bcde785b-1c43-455d-8df7-d33f7bba67e7 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models High-resolution image synthesis with latent diffusion models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:07.801284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdbe362f-4659-4e98-b635-0f0faf634b17 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models U-net: Convolutional networks for biomedical image segmentation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:48:10.320953Z

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.

Observation 57d86e5a-f324-4cbd-81af-fe8beac1a887 · outbound

This paper cites A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:09.598965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4707503-ed7d-45d1-a0b6-f909836be134 · outbound

This paper cites From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning.

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:09.750060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.