Paper Citation Record · LEDGER

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation

As of 23 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 2 inbound Pith citation observations for arXiv:2508.18032.

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

pith.paper-citation-record.v1
2508.18032 v2

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:03:43.015129Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T20:40:24.193206Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T20:42:46.329236Z

Reference resolution

8 of 8 outbound references displayed

verified exact0
verified fuzzy5
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c1e01060-2cfb-4ee4-a0dc-0c00fb1cfbbc · outbound

This paper cites Includes a conceptual outline and/or pseudocode descrip- tion of AI methods introduced (yes/partial/no/NA) yes 1.2.

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation Includes a conceptual outline and/or pseudocode descrip- tion of AI methods introduced (yes/partial/no/NA) yes 1.2

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:03:43.114735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4909de51-5388-48ae-8ba0-b89f37a841f4 · outbound

This paper cites Does this paper make theoretical contributions? (yes/no) yes If yes, please address the following points: 2.2.

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation Does this paper make theoretical contributions? (yes/no) yes If yes, please address the following points: 2.2

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:03:43.105598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aa66aed5-aa77-41cf-83bf-c6787ef19250 · outbound

This paper cites Does this paper rely on one or more datasets? (yes/no) yes If yes, please address the following points: 3.2.

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation Does this paper rely on one or more datasets? (yes/no) yes If yes, please address the following points: 3.2

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:03:43.094681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 36cceef7-f1aa-4418-a88e-9fb1951055b5 · outbound

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

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T17:03:42.997491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3daae38-acb9-46c2-a0aa-0874ccdaf77c · outbound

This paper cites Does this paper include computational experiments? (yes/no) yes If yes, please address the following points: 4.2.

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation Does this paper include computational experiments? (yes/no) yes If yes, please address the following points: 4.2

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:03:43.083030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66bd29f1-1490-4c5b-b054-4eb1de09f64a · outbound

This paper cites Liu, N.; Li, S.; Du, Y .; Torralba, A.; and Tenenbaum, J.

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation Liu, N.; Li, S.; Du, Y .; Torralba, A.; and Tenenbaum, J

Reference 755

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:03:43.126348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5a1f0258-9f4a-4881-a8c9-2a0065253730 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T17:03:42.851451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e584b0c6-8dab-44f3-8a1c-0762cb7b68e5 · outbound

This paper cites GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T17:03:42.934010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ca779613-90e3-4112-9e0a-5f152900e784 · inbound

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation cites this paper.

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:50:37.047466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cfc8e3c1-9cc4-40c6-8cd1-08da6696fba6 · inbound

Latent Action Control for Reasoning-Guided Unified Image Generation cites this paper.

Latent Action Control for Reasoning-Guided Unified Image Generation Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:42:46.330880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.