Paper Citation Record · LEDGER

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2506.02697.

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

pith.paper-citation-record.v1
2506.02697 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:22:28.393601Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T04:45:27.398195Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T04:49:03.307385Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy32
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f0b1b01-643f-4223-abfa-ed1fe9c3f649 · outbound

This paper cites Variational transformer networks for layout generation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Variational transformer networks for layout generation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.383538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d667a87b-677e-48da-836a-52e6ef573127 · outbound

This paper cites Layout representation learning with spatial and structural hierarchies.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Layout representation learning with spatial and structural hierarchies

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.375560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0636223a-b8e3-4bfe-9cc5-6661367d1bab · outbound

This paper cites Retrieval-augmented diffusion models.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Retrieval-augmented diffusion models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:24.945031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9af23a2-bc35-4005-802e-3930e7595fe9 · outbound

This paper cites Improving language models by retrieving from trillions of tokens.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Improving language models by retrieving from trillions of tokens

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:25.054601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57647973-bcbc-4243-ae0d-1f6ede42ef21 · outbound

This paper cites Instance-conditioned gan.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Instance-conditioned gan

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.358711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ec85a547-2262-4137-a03c-62c8c4bc0d90 · outbound

This paper cites Layoutdm: Transformer-based diffusion model for layout generation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Layoutdm: Transformer-based diffusion model for layout generation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.350846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 68078d97-9e90-4d9f-93c1-6dc9808d5562 · outbound

This paper cites Towards aligned layout generation via diffusion model with aesthetic constraints.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Towards aligned layout generation via diffusion model with aesthetic constraints

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.342801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16cb2963-73e8-422d-b102-128d33322c08 · outbound

This paper cites Rico: A mobile app dataset for building data-driven design applications.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Rico: A mobile app dataset for building data-driven design applications

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.328351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aae98302-7ef8-421a-b95a-decc6947c2ba · outbound

This paper cites Vector quantized diffusion model for text-to-image synthesis.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Vector quantized diffusion model for text-to-image synthesis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.320619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f44f618b-2afb-482d-8bbf-075b2ec9c499 · outbound

This paper cites Layout- flow: flow matching for layout generation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Layout- flow: flow matching for layout generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.313147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 88a7ca81-29e0-4b99-b2dc-6cd9ca30f0d1 · outbound

This paper cites Retrieval augmented language model pre-training.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Retrieval augmented language model pre-training

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:25.763911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23058bbe-2574-4920-afea-8446db080bcc · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.Advances in neural information processing systems, 30, 2017.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Gans trained by a two time-scale update rule converge to a local nash equilibrium.Advances in neural information processing systems, 30, 2017

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:25.850121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70eea4e2-49fe-4e99-9192-f5069c673d5e · outbound

This paper cites Retrieval-augmented layout transformer for content-aware layout generation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Retrieval-augmented layout transformer for content-aware layout generation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.297217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a2663d5e-c98a-4fcd-a34e-b70311a43840 · outbound

This paper cites Unifying layout generation with a decoupled diffusion model.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Unifying layout generation with a decoupled diffusion model

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.289947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0e555054-2598-4bb5-83cc-2047ae0c2d4f · outbound

This paper cites Layoutdm: Discrete diffusion model for controllable layout generation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Layoutdm: Discrete diffusion model for controllable layout generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.282443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation de263ddb-3a81-4126-9c63-f3cab4bb9595 · outbound

This paper cites Layoutformer++: Conditional graphic layout generation via constraint serialization and decoding space restriction.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Layoutformer++: Conditional graphic layout generation via constraint serialization and decoding space restriction

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.274323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3831f617-d8f7-4a7f-8d51-c50f6e7b7094 · outbound

This paper cites Constrained graphic layout generation via latent optimization.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Constrained graphic layout generation via latent optimization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.266777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c5cea71-0f2d-4d32-ba6f-4633be971f40 · outbound

This paper cites Blt: bidirectional layout transformer for controllable layout generation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Blt: bidirectional layout transformer for controllable layout generation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.259336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fd984474-0943-40f1-9313-49266aedcf68 · outbound

This paper cites Neural design network: Graphic layout generation with constraints.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Neural design network: Graphic layout generation with constraints

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.250295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 81c4170f-3996-4dd8-9a9f-5416dd8e4fef · outbound

This paper cites Dlt: Conditioned layout generation with joint discrete-continuous diffusion layout transformer.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Dlt: Conditioned layout generation with joint discrete-continuous diffusion layout transformer

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.242039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b2511a86-7b6d-4204-94bd-c9be9a0bcc85 · outbound

This paper cites LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:26.697273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278b3c62-1ea1-43e1-8c19-dda8b36ce2ee · outbound

This paper cites an unresolved cited work.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:26.820080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 920f8be6-25bf-4cb0-a9c4-402eb82410af · outbound

This paper cites Retrieval-augmented diffusion models for time series forecasting.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Retrieval-augmented diffusion models for time series forecasting

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.229293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 39191a2d-abc7-4ce2-9d55-689a38de9472 · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:26.930089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da292336-28a0-4b6f-bc32-50e29fc081f7 · outbound

This paper cites Repaint: Inpainting using denoising diffusion probabilistic models.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Repaint: Inpainting using denoising diffusion probabilistic models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:27.006082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be6b0ba4-474a-4d3c-b968-4153371fb34c · outbound

This paper cites Learning structural similarity of user interface layouts using graph networks.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Learning structural similarity of user interface layouts using graph networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.212481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 47ad9b57-58c1-4a8c-a51e-eb3102be9a94 · outbound

This paper cites SDEdit: Guided image synthesis and editing with stochastic differential equations.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation SDEdit: Guided image synthesis and editing with stochastic differential equations

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.205033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 38f85fd8-1f0a-42bf-988a-7f73ff7ea964 · outbound

This paper cites GLIDE: Towards photorealistic image generation and editing with text- guided diffusion models.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation GLIDE: Towards photorealistic image generation and editing with text- guided diffusion models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.197053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5190d11f-a5c6-4173-a780-e6b2a4b36abb · outbound

This paper cites Read: Retrieval-enhanced asymmetric diffusion for motion planning.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Read: Retrieval-enhanced asymmetric diffusion for motion planning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.189886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1870e5f1-a2d6-4d13-8247-32f5e9c15ca9 · outbound

This paper cites Optimal correction cost for object detection evaluation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Optimal correction cost for object detection evaluation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.181671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a7985bde-00e5-4d77-8f8d-bbf9e892a05d · outbound

This paper cites LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:27.526405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a55a1912-50f7-4db7-9442-1c97ba709c9b · outbound

This paper cites D3pm: a comprehensive database for protein motions ranging from residue to domain.BMC bioinformatics, 23(1):70, 2022.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation D3pm: a comprehensive database for protein motions ranging from residue to domain.BMC bioinformatics, 23(1):70, 2022

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:30.069150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c70733e-ee5c-459d-ab67-63ee47019710 · outbound

This paper cites Efficient attention: Attention with linear complexities.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Efficient attention: Attention with linear complexities

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:29.836168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eeceadf5-de58-4fc7-b963-d93c1f84e955 · outbound

This paper cites KNN-Diffusion: Image Generation via Large-Scale Retrieval.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation KNN-Diffusion: Image Generation via Large-Scale Retrieval

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:27.736050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 654170bf-66b1-411e-8c5b-b644622a2e48 · outbound

This paper cites Retrievalfuse: Neural 3d scene reconstruction with a database.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Retrievalfuse: Neural 3d scene reconstruction with a database

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:29.664596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17718c22-5492-4784-b5c4-3b46f627a43a · outbound

This paper cites Denoising diffusion implicit models.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Denoising diffusion implicit models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:29.495567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b2702e1-9dae-471b-90e3-eff3e9f4784b · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Generative modeling by estimating gradients of the data distribution

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:29.310620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d96ac00-c06c-4b7f-8f8c-13ac0a0f9e23 · outbound

This paper cites Retrievegan: Image synthesis via differentiable patch retrieval.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Retrievegan: Image synthesis via differentiable patch retrieval

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:29.191233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f3526d04-2a80-444e-9f4c-b47d4bfe2285 · outbound

This paper cites Texture memory- augmented deep patch-based image inpainting.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Texture memory- augmented deep patch-based image inpainting

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:29.018047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e858a8a6-017a-4c31-84ee-d21aea9ec0a0 · outbound

This paper cites Layoutdiffusion: Improving graphic layout generation by discrete diffusion probabilistic models.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Layoutdiffusion: Improving graphic layout generation by discrete diffusion probabilistic models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:28.871038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9d1dd6a-a1c4-41ae-b46a-71c8e421bc15 · outbound

This paper cites Redi: efficient learning-free diffusion inference via trajectory retrieval.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Redi: efficient learning-free diffusion inference via trajectory retrieval

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:28.740300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 38b3d68d-295a-4a0f-af1a-752a0dbbc6fe · outbound

This paper cites Remodiffuse: Retrieval-augmented motion diffusion model.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Remodiffuse: Retrieval-augmented motion diffusion model

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:28.324435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99036f32-17d2-4ea9-9012-0974e33d54a6 · outbound

This paper cites Publaynet: largest dataset ever for document layout analysis.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Publaynet: largest dataset ever for document layout analysis

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:28.602670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82d3f80e-ed61-4dc1-8177-294f262633af · outbound

This paper cites an unresolved cited work.

LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:22:30.335381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 99447f97-05a6-4ff4-8937-5d82fd068f73 · inbound

SciPostGen: Bridging the Gap between Scientific Papers and Poster Layouts cites this paper.

SciPostGen: Bridging the Gap between Scientific Papers and Poster Layouts LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-17T04:49:03.309789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.