Paper Citation Record · LEDGER

Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 35 inbound Pith citation observations for arXiv:2212.05032.

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

pith.paper-citation-record.v1
2212.05032 v3

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measured 0 of 0 reference resolution

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measured 35 of 35 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 35 of 35 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:50:24.501854Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:49:51.397457Z

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Outbound references

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Pith citing papers

Observation 12b77970-2e47-4e10-8810-1350c663fd79 · inbound

T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models cites this paper.

T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T22:47:50.430263Z

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 03d7455a-2e79-435a-a75f-e7352e86d6e4 · inbound

Aligning Text-to-Image Models using Human Feedback cites this paper.

Aligning Text-to-Image Models using Human Feedback Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:15.444332Z

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Observation f64a06d5-6647-456a-8712-649871df1292 · inbound

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

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T15:22:03.643258Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 08251f48-e2f4-4cd0-b116-da77f07a7353 · inbound

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment cites this paper.

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:43:03.508187Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8c9b250-409e-4f77-baa8-6591071904bf · inbound

Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images? cites this paper.

Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images? Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-08T21:50:24.501854Z

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Observation 2c3b8f5f-f591-4ed8-b67e-98338517af75 · inbound

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution cites this paper.

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T18:13:21.090251Z

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Observation 4fcc6343-5cbe-4d4d-a45e-68ea7c3543f2 · inbound

Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning cites this paper.

Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:22:19.224983Z

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Observation 79a09370-420d-4963-980c-b96913185d79 · inbound

Compositional Scene Understanding through Inverse Generative Modeling cites this paper.

Compositional Scene Understanding through Inverse Generative Modeling Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 21

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Observation c05877b1-550a-4e8b-b27c-de10ba4401f1 · inbound

SUDER: Self-Improving Unified Large Multimodal Models for Understanding and Generation with Dual Self-Rewards cites this paper.

SUDER: Self-Improving Unified Large Multimodal Models for Understanding and Generation with Dual Self-Rewards Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:30:26.985271Z

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Observation ec9d9ce4-a2f7-453e-9788-e540916e9461 · inbound

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation cites this paper.

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:25:44.086087Z

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Observation 254b1dfa-35f1-42af-af37-2c3e8e2818c2 · inbound

OptiPrune: Boosting Prompt-Image Consistency with Attention-Guided Noise and Dynamic Token Selection cites this paper.

OptiPrune: Boosting Prompt-Image Consistency with Attention-Guided Noise and Dynamic Token Selection Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:13:22.102907Z

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Observation 910a207f-826a-4990-90d8-f8bffb49c91d · inbound

Evaluating Attribute Confusion in Fashion Text-to-Image Generation cites this paper.

Evaluating Attribute Confusion in Fashion Text-to-Image Generation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T18:55:23.823563Z

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Observation 5bf26e0c-da6a-4b97-b6fc-59d294063c49 · inbound

Detail++: Training-Free Detail Enhancer for T2I Diffusion Models cites this paper.

Detail++: Training-Free Detail Enhancer for T2I Diffusion Models Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:45:53.226664Z

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Observation 63e829e3-2992-4464-ab35-766b68529948 · inbound

FBI: Learning Dexterous In-hand Manipulation with Dynamic Visuotactile Shortcut Policy cites this paper.

FBI: Learning Dexterous In-hand Manipulation with Dynamic Visuotactile Shortcut Policy Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T18:37:18.483602Z

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Observation 0f6fadec-312e-44c2-b44d-623bec1bce2f · inbound

FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark cites this paper.

FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T18:48:03.650851Z

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Observation 65d00cb5-e0c5-48f8-8a42-d7790a24b1e8 · 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 Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T15:26:33.623984Z

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 fccdcaf9-d61a-4c48-9fdb-cd71446bcd66 · inbound

RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling cites this paper.

RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:15:54.449073Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 29bd5041-5fe9-428f-8ea7-eef7d831e913 · inbound

Selective Aggregation of Attention Maps Improves Diffusion-Based Visual Interpretation cites this paper.

Selective Aggregation of Attention Maps Improves Diffusion-Based Visual Interpretation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:47.688792Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee364f6f-b42c-4b45-a243-30a18657619f · inbound

DCR: Counterfactual Attractor Guidance for Rare Compositional Generation cites this paper.

DCR: Counterfactual Attractor Guidance for Rare Compositional Generation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:01:10.626417Z

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 5bb50145-cb64-4d02-a65e-017ff25f18d9 · inbound

LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling cites this paper.

LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:45:51.123178Z

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 8cc69159-6958-435c-8f6c-388ec1df9ca1 · inbound

Attention Sinks in Diffusion Transformers: A Causal Analysis cites this paper.

Attention Sinks in Diffusion Transformers: A Causal Analysis Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.090203Z

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 c3f8729d-82b8-4f29-a105-a87cb7167e34 · inbound

Attention Sinks in Diffusion Transformers: A Causal Analysis cites this paper.

Attention Sinks in Diffusion Transformers: A Causal Analysis Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:02:23.306839Z

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 47b60213-96fa-4d80-ab69-5dfafd005419 · inbound

Attention Sinks in Diffusion Transformers: A Causal Analysis cites this paper.

Attention Sinks in Diffusion Transformers: A Causal Analysis Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:45:46.114494Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d648d496-52c2-45c1-ab5a-33079e3428c2 · inbound

Compositional Video Generation via Inference-Time Guidance cites this paper.

Compositional Video Generation via Inference-Time Guidance Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:35:04.306183Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 720ae636-c248-4476-93c7-f3337a2457d0 · inbound

CPC-VAR:Continual Personalized and Compositional Generation in Visual Autoregressive Models cites this paper.

CPC-VAR:Continual Personalized and Compositional Generation in Visual Autoregressive Models Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:03:06.228228Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 782b6b6a-8fde-47f8-8e3b-18af6c844fca · inbound

StreamEdit: Training-Free Video Editing via Few-Step Streaming Video Generation cites this paper.

StreamEdit: Training-Free Video Editing via Few-Step Streaming Video Generation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:53:57.664463Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 304ea553-bb51-4421-b1b6-5591912f833b · inbound

StreamEdit: Training-Free Video Editing via Few-Step Streaming Video Generation cites this paper.

StreamEdit: Training-Free Video Editing via Few-Step Streaming Video Generation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:55:30.883532Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b2d2d9a4-d7f0-41bd-9b4d-34c4207bfcc6 · inbound

Composing People Together: Iterative Pose-Image Generation for Multi-Person Interaction Scenes cites this paper.

Composing People Together: Iterative Pose-Image Generation for Multi-Person Interaction Scenes Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:10:22.311115Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5760107d-dd91-4e26-b3ac-12b0b44a9b92 · inbound

A Systematic Study of Behavioral Cloning for Scientific Data Annotation cites this paper.

A Systematic Study of Behavioral Cloning for Scientific Data Annotation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 248

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:23:39.138875Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 105303c1-30a3-4a3c-a992-5fe208e33fcb · inbound

STEDiff: Strengthening Text Embedding for Text-to-Image Alignment in Diffusion Model cites this paper.

STEDiff: Strengthening Text Embedding for Text-to-Image Alignment in Diffusion Model Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:36.511852Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f69efa5a-cb66-4c16-b4a6-3b3890fddd85 · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:49:51.398979Z

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Observation d94b44ea-a8d8-4d31-b04b-70f4329ba23d · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T11:44:54.717393Z

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Observation afde7bb3-2214-4971-ae5b-b145f454a45c · inbound

Transferability Between Understanding and Generation in Unified Multimodal Models cites this paper.

Transferability Between Understanding and Generation in Unified Multimodal Models Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T19:17:19.634242Z

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Observation 339b0c4a-a215-44da-a5ab-bdcf8ee4323e · inbound

TILT: Improving Compositional Generation in Diffusion Models with a Model-Intrinsic Reward cites this paper.

TILT: Improving Compositional Generation in Diffusion Models with a Model-Intrinsic Reward Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T13:55:30.481624Z

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Observation addfe0cf-821c-4bd2-81bf-bb8f86ce90d6 · inbound

TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models cites this paper.

TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T23:29:03.384400Z

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Unavailable: canonical work link unavailable.