Paper Citation Record · LEDGER

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2506.21330.

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

pith.paper-citation-record.v1
2506.21330 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:33:03.011120Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T22:14:59.916697Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T22:19:07.788706Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy31
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b756b8d8-753d-449d-a0c4-00e653ceb21e · outbound

This paper cites Surgical process modeling,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Surgical process modeling,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:08.607602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c0c981e-fff9-412f-8b6d-59895381d5b9 · outbound

This paper cites Machine learning for surgical phase recognition a systematic review,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Machine learning for surgical phase recognition a systematic review,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:08.438713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 12a5cdd8-aeed-49c0-bffc-ff746de0140b · outbound

This paper cites Endonet: A deep architecture for recognition tasks on laparoscopic videos,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Endonet: A deep architecture for recognition tasks on laparoscopic videos,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:08.272207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17cc9310-1a8b-4688-919b-529a1641a29a · outbound

This paper cites Temporal memory relation network for workflow recognition from surgical video,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Temporal memory relation network for workflow recognition from surgical video,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:08.092358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec58c213-3337-48ee-8b0f-8ec761406b55 · outbound

This paper cites Not end-to-end: Explore multi-stage architecture for online surgical phase recognition,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Not end-to-end: Explore multi-stage architecture for online surgical phase recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:07.880297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d63e3ab8-492b-456b-9a39-80e3944595c1 · outbound

This paper cites Trans-svnet: Accurate phase recognition from surgical videos via hybrid embedding aggregation transformer,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Trans-svnet: Accurate phase recognition from surgical videos via hybrid embedding aggregation transformer,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:07.704777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d10ffbc2-0774-4dbe-9cee-1f267d210fc5 · outbound

This paper cites Surgformer: Surgical transformer with hierarchical temporal attention for surgical phase recognition,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Surgformer: Surgical transformer with hierarchical temporal attention for surgical phase recognition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:07.517127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0892998d-10ec-4439-a804-14c122d74e93 · outbound

This paper cites Efficiently modeling long sequences with structured state spaces,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Efficiently modeling long sequences with structured state spaces,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:00.577320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f5b5be0-b498-46a1-b42b-2df701c47319 · outbound

This paper cites Simplified state space layers for sequence modeling,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Simplified state space layers for sequence modeling,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:07.329063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3d03ca00-8f24-421c-87d7-5f2cbf1a7ad4 · outbound

This paper cites Hungry hungry hippos: Towards language modeling with state space models,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Hungry hungry hippos: Towards language modeling with state space models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:07.116458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3b641a3b-589d-4b86-9f20-af165698a1a3 · outbound

This paper cites Sv-rcnet: Workflow recognition from surgical videos using recurrent convolutional network,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Sv-rcnet: Workflow recognition from surgical videos using recurrent convolutional network,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:06.938793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b2e7d5c-e6a0-4cdb-b6d2-aa43bce2d265 · outbound

This paper cites Czempiel, M.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Czempiel, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:06.728452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 278cebf1-aad5-43f3-9e07-431310ace500 · outbound

This paper cites Ms-tcn: Multi-stage temporal convolutional network for action segmentation,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Ms-tcn: Multi-stage temporal convolutional network for action segmentation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:06.584091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ec55994-ceee-4f7c-89d3-d08ef6d40a0f · outbound

This paper cites Attention is all you need,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Attention is all you need,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:00.943172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7775b63a-ecf3-46c6-b9a1-2c574fac1a6e · outbound

This paper cites Multi- task recurrent convolutional network with correlation loss for surgical video analysis,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Multi- task recurrent convolutional network with correlation loss for surgical video analysis,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:06.422271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation be443b07-944b-4daa-bd6e-576f5c0017d5 · outbound

This paper cites Multi-task temporal convo- lutional networks for joint recognition of surgical phases and steps in gastric bypass procedures,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Multi-task temporal convo- lutional networks for joint recognition of surgical phases and steps in gastric bypass procedures,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:06.263235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce529d5e-83c3-4738-842a-5e88447369ab · outbound

This paper cites Combining recurrent, convolutional, and continuous-time models with linear state-space layers,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Combining recurrent, convolutional, and continuous-time models with linear state-space layers,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:06.110427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7d729b6f-6cdf-4e41-b012-767fac6b82c9 · outbound

This paper cites Hippo: Recurrent memory with optimal polynomial projections,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Hippo: Recurrent memory with optimal polynomial projections,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:05.925150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 42853270-99a7-44b7-aa1f-f5e4103bdb8f · outbound

This paper cites Liquid structural state-space models,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Liquid structural state-space models,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:01.414663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab6efad-c61c-479d-8c00-5ec7af342736 · outbound

This paper cites Liquid time- constant networks,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Liquid time- constant networks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:05.775952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ed857633-abac-4a57-9629-a5f39d0dbe11 · outbound

This paper cites Mamba: Linear-time sequence modeling with selective state spaces,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Mamba: Linear-time sequence modeling with selective state spaces,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:05.603661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ad8b22f-8bff-48fa-9812-d9a46c11d2f9 · outbound

This paper cites Transformers are ssms: Generalized models and efficient algorithms through structured state space duality,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Transformers are ssms: Generalized models and efficient algorithms through structured state space duality,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:05.504730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd0b4b9c-f3e5-4bf0-bc25-51b3d9993b2e · outbound

This paper cites Hydra: Bidirectional state space models through generalized matrix mixers,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Hydra: Bidirectional state space models through generalized matrix mixers,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:05.341080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 114b8230-a7a6-48cb-9456-96dd70dcfa0f · outbound

This paper cites Sr-mamba: Effective surgical phase recognition with state space model,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Sr-mamba: Effective surgical phase recognition with state space model,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:05.167725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1abdac96-d873-49f0-8841-5552340b77ae · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:01.885853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5aafd6d-70eb-433d-a2f1-9da273a1d3a2 · outbound

This paper cites On the parameterization and initialization of diagonal state space models,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models On the parameterization and initialization of diagonal state space models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:04.988205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 96c60c19-8041-4a64-bdf6-1e107e032f88 · outbound

This paper cites Miccai modeling and monitoring of computer assisted interventions challenge.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Miccai modeling and monitoring of computer assisted interventions challenge

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:04.830985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af33b96c-f01c-4430-b163-519d213d8bb4 · outbound

This paper cites Hard frame detection and online mapping for surgical phase recognition,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Hard frame detection and online mapping for surgical phase recognition,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:04.684426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d07c8fc7-f151-4cee-98e7-c3dfdfd616fd · outbound

This paper cites Lovit: Long video transformer for surgical phase recognition,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Lovit: Long video transformer for surgical phase recognition,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:04.536142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1253a73d-e0a0-4879-8a89-d8041d2e7c57 · outbound

This paper cites Skit: a fast key information video transformer for online surgical phase recognition,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Skit: a fast key information video transformer for online surgical phase recognition,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:04.397401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3f129657-1753-4463-b57c-6f48977c7865 · outbound

This paper cites Pixel-wise recognition for holistic surgical scene understand- ing,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Pixel-wise recognition for holistic surgical scene understand- ing,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:04.213525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation be48ba71-fd73-4e3a-b385-5e6dc2a2a2ae · outbound

This paper cites Must: Multi-scale transformers for surgical phase recognition,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Must: Multi-scale transformers for surgical phase recognition,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:03.892412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46633c26-b8b3-4f03-9c25-333d87e961fc · outbound

This paper cites The tum lapchole dataset for the m2cai 2016 workflow challenge,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models The tum lapchole dataset for the m2cai 2016 workflow challenge,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:03.663951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7288b72c-c810-4951-a4e2-83641e3c06ae · outbound

This paper cites Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:03.432236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26d75625-a13c-4e2c-a40e-829764622a9a · outbound

This paper cites Imagenet large scale visual recognition challenge,.

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models Imagenet large scale visual recognition challenge,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:03.219348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 503e191c-ad47-4f4d-983a-bb165b8882b5 · inbound

Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition cites this paper.

Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:19:07.791804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.