Paper Citation Record · LEDGER

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis

As of 15 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 3 inbound Pith citation observations for arXiv:2411.12198.

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

pith.paper-citation-record.v1
2411.12198 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:53:24.962323Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:53:24.881513Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:09:27.068801Z

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy10
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ecd8d376-ce6d-4ca6-88eb-07f2a017e08b · outbound

This paper cites CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.881513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49bb3330-d7b3-4a90-8c94-3949c4f0e77b · outbound

This paper cites an unresolved cited work.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:53:25.231687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 13460916-9e36-4c20-8269-967e4a74883a · outbound

This paper cites Implementation Details All methods were implemented in PyTorch on a single NVIDIA A100 40G GPU.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Implementation Details All methods were implemented in PyTorch on a single NVIDIA A100 40G GPU

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.218435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5c08b299-d220-4135-b88c-dc95d678fe1f · outbound

This paper cites an unresolved cited work.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:53:25.205281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b01d9a2b-1eac-49e8-89f1-edefe6e083bb · outbound

This paper cites Ethical ap- proval was not required as confirmed by the license attached with the open access data.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Ethical ap- proval was not required as confirmed by the license attached with the open access data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.901061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773ab0ae-c5b4-4c04-9367-d0c9bca3e67f · outbound

This paper cites Pranet: Par- allel reverse attention network for polyp segmentation,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Pranet: Par- allel reverse attention network for polyp segmentation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.183819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e6b62ddd-896d-4a33-afa7-161147676364 · outbound

This paper cites Ar- sdm: colonoscopy images synthesis with adaptive re- finement semantic diffusion models,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Ar- sdm: colonoscopy images synthesis with adaptive re- finement semantic diffusion models,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.168729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 19c344a7-b021-4cdb-8f58-6e2cfbd3d743 · outbound

This paper cites Adding conditional control to text-to-image diffusion models,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Adding conditional control to text-to-image diffusion models,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.153991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 36dc8a33-9779-4ebf-9eef-7e87addec880 · outbound

This paper cites Cycle structure and illumination con- strained gan for medical image enhancement,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Cycle structure and illumination con- strained gan for medical image enhancement,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.139844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dda4e3a0-0720-4749-8a97-5bf1a4428139 · outbound

This paper cites Ofgan: Realistic rendition of synthetic colonoscopy videos,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Ofgan: Realistic rendition of synthetic colonoscopy videos,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.124815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bfbfaf75-427c-4a46-a9b7-04f6e40fc8d5 · outbound

This paper cites Uncertainty-aware diffusion-based adversarial attack for realistic colonoscopy image syn- thesis,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Uncertainty-aware diffusion-based adversarial attack for realistic colonoscopy image syn- thesis,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.110758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3043df61-7938-4f12-971b-97510640c976 · outbound

This paper cites High-resolution im- age synthesis with latent diffusion models,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis High-resolution im- age synthesis with latent diffusion models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.929180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa99ec5-20c7-4844-9eb5-d2be5f8382ad · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.933070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b5b1be-5083-4b83-9b08-4616ca311380 · outbound

This paper cites A benchmark for endoluminal scene segmentation of colonoscopy images,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis A benchmark for endoluminal scene segmentation of colonoscopy images,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.089788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4ed899ca-e923-4db2-bcb5-415b96b565b7 · outbound

This paper cites Wm-dova maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Wm-dova maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.077201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 36ebcf87-4442-4f9b-8f16-68fa26794d4c · outbound

This paper cites Kvasir-seg: A segmented polyp dataset,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Kvasir-seg: A segmented polyp dataset,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.945722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc6d389-f1e4-42d3-b570-754d97e94844 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis LLaMA: Open and Efficient Foundation Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.949710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f24fc8-ccb1-4202-be91-06c9a1d8c64a · outbound

This paper cites Classifier-Free Diffusion Guidance.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Classifier-Free Diffusion Guidance

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.953646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea2605e1-3f35-41e2-82b5-9372ba49af61 · outbound

This paper cites Uni-controlnet: All-in-one control to text-to- image diffusion models,.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Uni-controlnet: All-in-one control to text-to- image diffusion models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:53:25.055278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 280d575c-c86c-439f-a9d3-287ff0db0b72 · outbound

This paper cites Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.962323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ecd8d376-ce6d-4ca6-88eb-07f2a017e08b · inbound