Paper Citation Record · LEDGER

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation

As of 10 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2506.21287.

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

pith.paper-citation-record.v1
2506.21287 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:31:48.839095Z

measured 25 of 25 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 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 exact0
verified fuzzy19
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac02ddbc-0aef-47b9-b124-d9828b5eb92c · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:47.159633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce657cc0-8b87-474b-9e81-556ded172289 · outbound

This paper cites Cogvideox: Text-to-video diffusion models with an expert transformer,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Cogvideox: Text-to-video diffusion models with an expert transformer,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.993204Z

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 6ed8a419-c93b-4369-8a8c-dfc69dc1042f · outbound

This paper cites an unresolved cited work.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:31:51.906282Z

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 9b6e9e65-dc0e-4f46-bd56-e2303421cc32 · outbound

This paper cites How Far is Video Generation from World Model: A Physical Law Perspective.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation How Far is Video Generation from World Model: A Physical Law Perspective

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:47.422567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 046ae481-45ec-4972-b650-96bc99ceff78 · outbound

This paper cites Using diffusion models to gener- ate synthetic labeled data for medical image segmentation,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Using diffusion models to gener- ate synthetic labeled data for medical image segmentation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.818060Z

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 149a1431-88ca-4058-8efd-bd9655488ea9 · outbound

This paper cites Endora: Video generation models as en- doscopy simulators,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Endora: Video generation models as en- doscopy simulators,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.747311Z

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 96aa07d4-feb9-4372-8acd-13753118222c · outbound

This paper cites Emerging properties in self- supervised vision transformers,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Emerging properties in self- supervised vision transformers,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.624014Z

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 b6d4a8bb-c6b2-4ee2-9f6e-ad60202c0f53 · outbound

This paper cites VISAGE: Video syn- thesis using action graphs for surgery,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation VISAGE: Video syn- thesis using action graphs for surgery,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.522929Z

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 ae25680a-91fa-4d4b-b514-5f365c2e42d8 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Learning transferable visual models from natural language supervision,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.441925Z

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 ebc4c31a-2702-411b-85f1-1bfd90709d35 · outbound

This paper cites an unresolved cited work.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:31:51.349898Z

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 466cc9e7-107f-4912-abe3-dcd5a487eec2 · outbound

This paper cites EndoNet: A deep architecture for recognition tasks on la- paroscopic videos,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation EndoNet: A deep architecture for recognition tasks on la- paroscopic videos,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.213047Z

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 3b0d38ca-e5f2-4311-b50f-3d24a6b6bf57 · outbound

This paper cites Rendezvous: Attention mecha- nisms for the recognition of surgical action triplets in endoscopic videos,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Rendezvous: Attention mecha- nisms for the recognition of surgical action triplets in endoscopic videos,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:51.117084Z

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 344bbc56-ea5a-4ff5-925a-7aed88426c69 · outbound

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

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation High- resolution image synthesis with latent diffusion models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:50.950816Z

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 935204b6-7004-4b79-b1c2-223b07513983 · outbound

This paper cites Denoising diffusion probabilistic models,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Denoising diffusion probabilistic models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:50.771960Z

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 6cdc2a36-9172-43f1-bc12-458b2c529c57 · outbound

This paper cites Hong, C.-L.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Hong, C.-L

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:50.599294Z

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 dbab354c-20a7-47b5-b84e-e389ee1a85e3 · outbound

This paper cites The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:48.244423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5589f2cb-0407-4ec0-bd32-9acf9e5dd265 · outbound

This paper cites Critical view of safety assessment in laparoscopic cholecystectomy via segment anything model,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Critical view of safety assessment in laparoscopic cholecystectomy via segment anything model,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:50.499430Z

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 a0e67493-0f45-4755-8232-95eecbca9fa3 · outbound

This paper cites Segment anything,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Segment anything,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:50.353191Z

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 68dfa720-f8c7-4f49-80b7-a59e838c2a4b · outbound

This paper cites AM-RADIO: Agglomerative vision foundation model reduce all domains into one,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation AM-RADIO: Agglomerative vision foundation model reduce all domains into one,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:50.243591Z

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 df660292-8431-4347-8484-28fe03c3ee35 · outbound

This paper cites Scalable diffusion models with transformers,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Scalable diffusion models with transformers,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:50.126142Z

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 ad1b5fdc-001b-4020-88ea-b194533f9653 · outbound

This paper cites Procedure-aware surgi- cal video-language pretraining with hierarchical knowledge augmentation,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Procedure-aware surgi- cal video-language pretraining with hierarchical knowledge augmentation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:49.923874Z

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 bb48aede-e98c-408c-b64c-4775fca7b917 · outbound

This paper cites FVD: A new metric for video generation,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation FVD: A new metric for video generation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:49.662897Z

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 66ba78ce-5add-4bcd-a1e9-d67101619673 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Gans trained by a two time-scale update rule converge to a local nash equilibrium,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:48.752965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b1764c-18e7-44fc-823a-394b94193f67 · outbound

This paper cites YOLOv8: A novel object detection algorithm withenhancedperformanceandrobustness,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation YOLOv8: A novel object detection algorithm withenhancedperformanceandrobustness,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:49.331951Z

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 344c5829-035d-4930-9f34-9b5eb8f4ae01 · outbound

This paper cites Adding conditional control to text- to-imagediffusionmodels,.

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation Adding conditional control to text- to-imagediffusionmodels,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:31:49.048019Z

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

No inbound Pith citation observations are available.