Paper Citation Record · LEDGER

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2506.20254.

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

pith.paper-citation-record.v1
2506.20254 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:58:50.713707Z

measured 30 of 30 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:03:10.839182Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:03:10.968179Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy11
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9c83ee2e-0757-4596-8599-3c53498edaed · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:53.017957Z

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 1fad2459-d85e-44b3-b3bf-2faffdc72883 · outbound

This paper cites In: Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part III 23.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part III 23

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:52.852137Z

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 05014c20-6d07-4309-9eb5-4ffa31ec7fdf · outbound

This paper cites Annals of surgery 273(4), 684–693 (2021).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Annals of surgery 273(4), 684–693 (2021)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:52.616476Z

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 275dceb0-d0d2-4562-aa75-0e206e2ced13 · outbound

This paper cites In: Advancements In Med- ical Foundation Models: Explainability, Robustness, Security, and Beyond (2024).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: Advancements In Med- ical Foundation Models: Explainability, Robustness, Security, and Beyond (2024)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:52.374574Z

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 4eccdb36-873f-466f-97ce-cdd77db5cea3 · outbound

This paper cites OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:48.760972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3ca2250-3467-42ee-a7ce-1986aea58def · outbound

This paper cites Nature medicine29(9), 2307–2316 (2023).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Nature medicine29(9), 2307–2316 (2023)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:48.859820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e19d9dac-8f00-4a2a-acbd-88f35016848b · outbound

This paper cites Advances in neural information processing systems36(2024).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Advances in neural information processing systems36(2024)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:52.213889Z

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 c40c4794-4a47-4a7c-90a6-3135b9129fda · outbound

This paper cites arXiv preprint arXiv:2501.09436 (2025).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement arXiv preprint arXiv:2501.09436 (2025)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:49.112045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad4d6b58-c6bc-4a4d-83c3-103d9bd10f6a · outbound

This paper cites International journal of computer assisted radiology and surgery pp.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement International journal of computer assisted radiology and surgery pp

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:52.047205Z

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 d46e5283-d1d7-4c2c-b839-b01416a2b9c1 · outbound

This paper cites Advances in Neural Information Processing Systems37, 6126–6153 (2025).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Advances in Neural Information Processing Systems37, 6126–6153 (2025)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:51.921991Z

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 5ce33031-859b-4f3f-8abb-1c65e41ffb85 · outbound

This paper cites Nature Biomedical Engineering1(9), 691–696 (2017).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Nature Biomedical Engineering1(9), 691–696 (2017)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:49.387963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 344f2b2e-51ba-4dd2-aecf-8660300d450a · outbound

This paper cites npj Digital Medicine5(1), 163 (2022).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement npj Digital Medicine5(1), 163 (2022)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:51.789936Z

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 5a3ab6b1-97f7-4155-8bac-ca447fbd5cee · outbound

This paper cites Latent Graph Representations for Critical View of Safety Assessment.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Latent Graph Representations for Critical View of Safety Assessment

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:58:51.140025Z

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 97c80130-c070-44e3-846d-c8d5ca8503de · outbound

This paper cites In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:49.626585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee836530-b132-4e9c-9a01-02953c150cbb · outbound

This paper cites In: International conference on machine learning.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: International conference on machine learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:49.698776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 829fd386-7b0e-43cb-9bb3-010e7e8e9c8c · outbound

This paper cites Medical Image Analysis88, 102844 (2023) SPA: Surgical Phase Anywhere 11.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Medical Image Analysis88, 102844 (2023) SPA: Surgical Phase Anywhere 11

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:51.662036Z

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 4ef97e0b-f36a-4fbb-899d-f9bb9509cfe7 · outbound

This paper cites In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:51.523962Z

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 06ab72e0-cbb3-4728-b2ee-aacbfdb3223c · outbound

This paper cites Medical Image Analysis99, 103357 (2025).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Medical Image Analysis99, 103357 (2025)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:49.939229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8589c8-a620-496f-9799-ef802b2ad963 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:58:51.396989Z

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 290b8199-e784-4223-9005-41031db24e31 · outbound

This paper cites IEEE transactions on medical imaging36(1), 86–97 (2016).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement IEEE transactions on medical imaging36(1), 86–97 (2016)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.137108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6a53c07-cbb6-4c4f-9bcf-fb866ad4516d · outbound

This paper cites IEEE Transactions on Medical Imaging (2024).

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement IEEE Transactions on Medical Imaging (2024)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.205845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea2afc7-0783-4365-870f-67641462176a · outbound

This paper cites MedCLIP: Contrastive Learning from Unpaired Medical Images and Text.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.249181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693810b4-7f14-4738-a692-9b1fee8274e8 · outbound

This paper cites In: International Conference on Medical Image Com- puting and Computer-Assisted Intervention.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: International Conference on Medical Image Com- puting and Computer-Assisted Intervention

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.327432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d57f740-ba68-4036-84d4-cc76c53c3414 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.395576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b91783d-2fd7-4c8b-b66e-0c0dbc98eace · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.461745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969797a4-9901-418a-ac85-c8f5be18221e · outbound

This paper cites Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:58:51.022521Z

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 a058fa02-e384-4b85-a123-ad84e9599ea6 · outbound

This paper cites Medical Image Analysis p.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Medical Image Analysis p

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.577800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4ff89ea-6a49-4c1f-8b90-39e53262f3e9 · outbound

This paper cites Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:58:50.646103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c59d78c-ee94-4e65-9134-2461efacc40d · outbound

This paper cites UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation.

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:58:50.879815Z

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

Observation 5f20c09e-cb76-41f3-adbd-a7ce0083db92 · inbound

Geo-RepNet: Geometry-Aware Representation Learning for Surgical Phase Recognition in Endoscopic Submucosal Dissection cites this paper.

Geo-RepNet: Geometry-Aware Representation Learning for Surgical Phase Recognition in Endoscopic Submucosal Dissection Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:03:10.973815Z

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.