Pith. sign in

Paper Citation Record · LEDGER

HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation

As of 9 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 2026-08-09T06:31:02.800959+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.

source=pdf_text observed=2026-08-06T22:31:47.159633Z digest=sha256:ec6ca14d9536da6e72ab130251de29560ce03a8dd998e6aff6edf4184a4012d3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.251826Z digest=sha256:a1ac7bf1a2e27564b2269344734b96d568aefc5fda8df9f6958b823e9f53cb80

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.355658Z digest=sha256:3b8dec42b17e3aa13e02311ba970c0fce690706773d214f3d27cbbfac4f82784

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.

source=pdf_text observed=2026-08-06T22:31:47.422567Z digest=sha256:5aeff2d9ce932ef3786320eccb9a9f2e335050a0465103aa7f8021866ce1689a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.490705Z digest=sha256:1a03c03f58ba530335112301f45a555a64a6e794d8d22c3c265d50b3f3d6ad4a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.572985Z digest=sha256:d3f117b52fc8eb269dbc37be946a788bdff57208e50ac02aad164f3bd24d2c03

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.636975Z digest=sha256:7a159145d4ec0cd9fac1cd9d480d2e6183e4e8e7ac75a55f9e4ceff67b86eb25

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.694378Z digest=sha256:7f2f824492e0685df17dead6b73305f0a88492c3a68f15bea3fd9d5993286049

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.764916Z digest=sha256:fa8e365f9ccb2ec92689e915640586dc70d6538bcd94de051567d03b6a0d5bfa

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.839966Z digest=sha256:fdeccbe0af569e5d67faecf2dd817c820d1a0ce19d8f1783a205fa766d6f69e6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.888306Z digest=sha256:d225355e0b02aeab55e849d634edf14d8d457ebb6ff97e106bd2b422dcb5a8d7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:47.962447Z digest=sha256:801d5f279ec7a896bae72c945f587daca164e6665703ecb1b3983af81c630fac

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.058763Z digest=sha256:cc699a088b2bcc1d3b5700cf7af9dffff78c7117ef9d482671d2c5fbfd35d024

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.112892Z digest=sha256:8177b43622837899f4492df5ace42b1e919912dba9c9a568dd5783ee07b3c420

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.167567Z digest=sha256:7b353d8fb660c384791bb9a9a121bbe44af83e64c794b2ace79a588681b7007b

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.

source=pdf_text observed=2026-08-06T22:31:48.244423Z digest=sha256:fe344feb8d8bd239271bf7b7db1e48b20173518e91131d52023b034f8bc529e1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.319992Z digest=sha256:f6e96cacbbd3bb42e164dbfd999e0e1652d99c9cebfebc41b028748da98177f5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.389647Z digest=sha256:b73936abecfa15b7e26b9cd69c340f0361798ca93c9f2433b8f04efbbedc9b1b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.466395Z digest=sha256:79c539269c5267de81fff14e77fa0aa118b806825ca5058d064f7497d29269ca

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.529101Z digest=sha256:172f732af5199954ae87ce948203683fab544b5c7c3a1cc7249e8fe560c46a85

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.606576Z digest=sha256:d51a787ebb51d685675a39be384a70d8b31eb2b0b5943d73f95cd5371bf0f91a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.678434Z digest=sha256:6088f4eda907b95abf8e4f819f30bc731602923d677ff4fb9f4c790266078b3c

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.

source=pdf_text observed=2026-08-06T22:31:48.752965Z digest=sha256:a64a9861b608fda02eb56bc94911e47764979bc9c32b141382b1a539ada6aa78

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.821134Z digest=sha256:4aac3be84377e0cb31d2907d75d37857bac172b4de1361f4f8dfe5fab87140ff

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T22:31:48.839095Z digest=sha256:eb20e00e94002d86b00a5a7e73f4ccb0e59070b22cff06e7702c035fe2faa68e

Pith citing papers

No inbound Pith citation observations are available.