Paper Citation Record · LEDGER

DiffDoctor: Diagnosing Image Diffusion Models Before Treating

As of 24 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2501.12382.

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

pith.paper-citation-record.v1
2501.12382 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:16:10.392732Z

measured 41 of 41 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:30:55.547341Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:11:25.024261Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy24
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c137fc36-c7fc-4912-95af-d4a99770edc4 · outbound

This paper cites https : / / civitai.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating https : / / civitai

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.878692Z

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 f3388e2b-fe96-45b6-83b2-b9555efb06e5 · outbound

This paper cites Qwen Technical Report.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Qwen Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.241076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc759463-9d6a-4905-b14b-2d0ebc6bdb63 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.245689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f903163d-1d56-479b-b5de-f5e0e6702919 · outbound

This paper cites Improving image generation with bet- ter captions.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Improving image generation with bet- ter captions

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.866276Z

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 71915fe3-a8d0-48d3-9232-327c3d073071 · outbound

This paper cites Training diffusion models with reinforce- ment learning.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Training diffusion models with reinforce- ment learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.254487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a529c348-b756-4e73-9050-24916ed2f7ee · outbound

This paper cites SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.258411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3514195c-c79a-4730-b2d6-bddc6d543c69 · outbound

This paper cites an unresolved cited work.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:16:10.846893Z

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 69dfbc31-503a-469f-8c8d-a5e433d05bdd · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.266778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ede205-5f0f-4640-8cb8-cc1924417f23 · outbound

This paper cites Re- inforcement learning for fine-tuning text-to-image diffusion models.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Re- inforcement learning for fine-tuning text-to-image diffusion models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.834680Z

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 1b94449a-f103-4dfe-bc51-568fdc972a2c · outbound

This paper cites Denoising diffu- sion probabilistic models.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Denoising diffu- sion probabilistic models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.274996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ea3c08-daed-4b37-8e65-34259165b330 · outbound

This paper cites LoRA: Low-rank adaptation of large language models.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating LoRA: Low-rank adaptation of large language models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.814658Z

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 483bfd7b-791e-460a-ba04-10c166ec55d6 · outbound

This paper cites Noise-aware learning from web-crawled image-text data for image captioning.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Noise-aware learning from web-crawled image-text data for image captioning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.802016Z

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 6aec846f-9af2-40e1-925e-d9566f494739 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Pick-a-pic: An open dataset of user preferences for text-to-image generation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.789730Z

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 75c870d3-6862-4437-927c-f50336ee859f · outbound

This paper cites an unresolved cited work.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:16:10.776896Z

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 7c8ac359-e4fa-46e1-ad2a-bb6aad9e0ebb · outbound

This paper cites Rich human feedback for text-to-image generation.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Rich human feedback for text-to-image generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.764583Z

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 054e5638-b323-4407-aabb-72c18e605579 · outbound

This paper cites Microsoft coco: Common objects in context.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Microsoft coco: Common objects in context

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.298052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b344bae-8196-4639-b6f4-1ad6de04def4 · outbound

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

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.743964Z

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 d712dec7-298f-4099-b665-f609df25974a · outbound

This paper cites Training lan- guage models to follow instructions with human feedback.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Training lan- guage models to follow instructions with human feedback

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.305837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 469c5464-fb7d-4942-a11d-a1d34d27b7fc · outbound

This paper cites SDXL: Improving latent diffusion models for high-resolution image synthesis.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating SDXL: Improving latent diffusion models for high-resolution image synthesis

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.724793Z

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 8da8ac89-baf5-49e9-9d06-0d46e0ace07b · outbound

This paper cites Aligning Text-to-Image Diffusion Models with Reward Backpropagation.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.313508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083791f5-6359-4ce1-b4e0-6f6c581e3ab4 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Direct preference optimization: Your language model is secretly a reward model

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.711960Z

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 b94eb9aa-5993-4c98-afb7-f426834bc7ad · outbound

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

DiffDoctor: Diagnosing Image Diffusion Models Before Treating High-resolution image syn- thesis with latent diffusion models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.322000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41b99e63-6807-4150-9af3-3be0c687c83b · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.692563Z

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 e75c94fd-5776-41d9-9527-5d97555d624b · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Laion-5b: An open large-scale dataset for training next generation image-text models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.680069Z

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 ad15168d-e5a7-46be-ba5b-3102ee84cab8 · outbound

This paper cites Proximal Policy Optimization Algorithms.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Proximal Policy Optimization Algorithms

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.333339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 544b887c-8211-4410-89ff-7700e0ecf531 · outbound

This paper cites Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.338295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31163523-0b24-4098-9bb7-e24f4105453f · outbound

This paper cites Diffusion model align- ment using direct preference optimization.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Diffusion model align- ment using direct preference optimization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.659992Z

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 4a4cef4e-ae82-4eef-b8ec-0ee820b329cb · outbound

This paper cites Detecting photoshopped faces by scripting photoshop.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Detecting photoshopped faces by scripting photoshop

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.648273Z

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 fd56260e-0161-4dbd-ba66-590be85305b4 · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.349915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 193846a0-ac38-4814-a6f8-34af70575838 · outbound

This paper cites Segformer: Simple and ef- ficient design for semantic segmentation with transformers.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Segformer: Simple and ef- ficient design for semantic segmentation with transformers

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.636663Z

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 0460f02c-715b-4d9d-8be7-bc4b4d4743de · outbound

This paper cites Imagere- ward: Learning and evaluating human preferences for text- to-image generation.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Imagere- ward: Learning and evaluating human preferences for text- to-image generation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.624679Z

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 86a9d24b-dabc-4468-8dec-a5ade4b8baef · outbound

This paper cites FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:10.361621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b105d707-af38-47d4-93ab-c21e92195b18 · outbound

This paper cites St++: Make self-training work better for semi-supervised se- mantic segmentation.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating St++: Make self-training work better for semi-supervised se- mantic segmentation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.612014Z

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 33a562af-0c1a-4be9-8471-136979f38fcf · outbound

This paper cites Revisiting weak-to-strong consistency in semi-supervised semantic segmentation.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Revisiting weak-to-strong consistency in semi-supervised semantic segmentation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.599243Z

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 6cadbe04-059e-4c10-b184-18da443e35d9 · outbound

This paper cites Depth anything: Unleashing the power of large-scale unlabeled data.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Depth anything: Unleashing the power of large-scale unlabeled data

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.585214Z

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 925a1bac-9823-4519-9082-0b2d06b282d8 · outbound

This paper cites Depth any- thing v2.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Depth any- thing v2

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.572274Z

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 12b526a4-6354-4ccc-a396-3a5985dc5323 · outbound

This paper cites Diffforensics: Leveraging diffusion prior to image forgery detection and localization.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Diffforensics: Leveraging diffusion prior to image forgery detection and localization

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.558545Z

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 aa922fc2-2367-4a97-be0d-245f02422fd8 · outbound

This paper cites Per- ceptual artifacts localization for inpainting.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Per- ceptual artifacts localization for inpainting

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.545925Z

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 5c794b73-985a-4797-bc5b-57449369ce93 · outbound

This paper cites Perceptual artifacts local- ization for image synthesis tasks.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Perceptual artifacts local- ization for image synthesis tasks

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.533715Z

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 b2d01efe-233a-48f8-898a-8c637deeebfa · outbound

This paper cites Large-scale reinforcement learning for diffusion models.

DiffDoctor: Diagnosing Image Diffusion Models Before Treating Large-scale reinforcement learning for diffusion models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:10.520263Z

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.

Pith citing papers

Observation d59eb0dd-ee09-4e98-9fb5-8c561afe74cc · inbound

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts cites this paper.

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts DiffDoctor: Diagnosing Image Diffusion Models Before Treating

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:25.028751Z

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.