Paper Citation Record · LEDGER

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework

As of 11 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2501.01998.

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

pith.paper-citation-record.v1
2501.01998 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:48:04.431874Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy4
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17bbdf78-20c4-4df2-8727-73fa2ef815d6 · outbound

This paper cites write newline.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework write newline

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:48:04.811010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ddb74d00-40a9-46c8-a35b-a494f16c2d59 · outbound

This paper cites write newline.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework write newline

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:48:04.798241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b3aa12eb-882f-4ad3-b193-0a055f84f5b2 · outbound

This paper cites Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.335221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0300243-b1fc-4cfa-8ad5-f7ea391c82df · outbound

This paper cites eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.339873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe98b753-10ff-4e52-bfa7-18c23d8d4f74 · outbound

This paper cites MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.343815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58bbf85-82e1-4dcf-95f6-fbc4da4039bf · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Training Diffusion Models with Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.348049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b9f213-b14d-4a21-ae68-037fd0b7ac8c · outbound

This paper cites Getting it Right: Improving Spatial Consistency in Text-to-Image Models.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.352443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8e9d3e8-793e-43fe-95d0-365a9da03f34 · outbound

This paper cites Training-Free Layout Control with Cross-Attention Guidance.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Training-Free Layout Control with Cross-Attention Guidance

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.356641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6352fb7c-8695-4123-b7f8-22946c71df34 · outbound

This paper cites Diffusion Self-Guidance for Controllable Image Generation.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Diffusion Self-Guidance for Controllable Image Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.365597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6defd9-1ebe-4889-996a-000b56d52820 · outbound

This paper cites Dp-iqa: Utilizing diffusion prior for blind image quality assessment in the wild, 2024, Preprint: http://arxiv.org/abs/2405.19996 arXiv:2405.19996 [cs.CV].

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Dp-iqa: Utilizing diffusion prior for blind image quality assessment in the wild, 2024, Preprint: http://arxiv.org/abs/2405.19996 arXiv:2405.19996 [cs.CV]

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.369824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a201a3-b98e-4d2c-949e-832592903076 · outbound

This paper cites Benchmarking Spatial Relationships in Text-to-Image Generation.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Benchmarking Spatial Relationships in Text-to-Image Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.373755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0c14583-1278-4f30-b441-ee78d116d6cb · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.377979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8454fbc8-ce6a-4a40-ac58-f5ca185537cd · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.381769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aade9227-2970-423d-8bd7-287dc45eb2b7 · outbound

This paper cites spaCy: Industrial-strength Natural Language Processing in Python.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework spaCy: Industrial-strength Natural Language Processing in Python

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:48:04.785067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9963d140-e5f5-4071-9d73-a256be388708 · outbound

This paper cites Integrating text-to-image and vision language models for synergistic dataset generation: The creation of synergy-general-multimodal pairs.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Integrating text-to-image and vision language models for synergistic dataset generation: The creation of synergy-general-multimodal pairs

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:48:04.772732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 27bc42d4-749c-4036-8a8c-9403398da7af · outbound

This paper cites Microsoft COCO: Common Objects in Context.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Microsoft COCO: Common Objects in Context

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.393595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46d6ad2-a83d-417c-bbb9-824430ef4e7b · outbound

This paper cites Zero-shot Image-to-Image Translation.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Zero-shot Image-to-Image Translation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.398029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc6c133-8397-45af-95d2-a83b0fcffc8c · outbound

This paper cites You Only Look Once: Unified, Real-Time Object Detection.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework You Only Look Once: Unified, Real-Time Object Detection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.402202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dcebeb4-9301-4a51-82e9-8e766789d200 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework High-Resolution Image Synthesis with Latent Diffusion Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.406363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc43aca4-f8b4-400f-8631-1ba6ee651452 · outbound

This paper cites DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:48:04.522055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b5454a20-a6e4-4d53-92df-85d46461bcdd · outbound

This paper cites InstanceDiffusion: Instance-level Control for Image Generation.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework InstanceDiffusion: Instance-level Control for Image Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.415872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5171a032-42ed-4bc0-9dbf-f7446b19b934 · outbound

This paper cites BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.420013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33df81cc-e039-4315-89e8-ed97cb2f5285 · outbound

This paper cites A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.423965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2511ed52-20b8-45a7-8685-bfa0969770d1 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Adding Conditional Control to Text-to-Image Diffusion Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.427867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 533cf6ab-fe96-4c0b-8aeb-65ca5f71aa08 · outbound

This paper cites Local Conditional Controlling for Text-to-Image Diffusion Models.

SmartSpatial: Enhancing the 3D Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Framework Local Conditional Controlling for Text-to-Image Diffusion Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:04.431874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.