Paper Citation Record · LEDGER

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition

As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.04606.

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

pith.paper-citation-record.v1
2608.04606 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:59:09.307225Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

32 of 32 outbound references displayed

verified exact3
verified fuzzy25
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad1ba356-4490-4544-a298-b70173855a8d · outbound

This paper cites Quo vadis, action recognition? a new model and the kinetics dataset.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Quo vadis, action recognition? a new model and the kinetics dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:06.161451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cbc39ad-1983-4ee0-84c1-54e1775f2b72 · outbound

This paper cites Surgical activity triplet recognition via triplet disentangle- ment.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Surgical activity triplet recognition via triplet disentangle- ment

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:14.214049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70a5b2f2-c435-408e-b39b-d36618d8e3c7 · outbound

This paper cites Prostatd: A large-scale multi-source dataset for structured surgical triplet detection.arXiv preprint arXiv:2506.01130, 2025.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Prostatd: A large-scale multi-source dataset for structured surgical triplet detection.arXiv preprint arXiv:2506.01130, 2025

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:59:10.020496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 739e7aea-280c-49c4-af1b-31a7849c4d07 · outbound

This paper cites Multi-label image recognition with graph convolu- tional networks.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Multi-label image recognition with graph convolu- tional networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:14.009383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db463210-00d6-4a1e-b5b3-6d2f2b5de714 · outbound

This paper cites Tail-enhanced rep- resentation learning for surgical triplet recognition.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Tail-enhanced rep- resentation learning for surgical triplet recognition

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:13.866387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52a52adc-89e7-4f47-9cdf-1f1bb915f824 · outbound

This paper cites Mt4mtl-kd: A multi-teacher knowledge distillation framework for triplet recognition.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Mt4mtl-kd: A multi-teacher knowledge distillation framework for triplet recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:13.739128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a7fdd9f-60d0-4cb1-ac71-a5a6c15ae9fa · outbound

This paper cites Smart: Scene-motion- aware human action recognition framework for mental dis- order group.IEEE Internet of Things Journal, 2024.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Smart: Scene-motion- aware human action recognition framework for mental dis- order group.IEEE Internet of Things Journal, 2024

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:13.579660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ac730b54-da8b-4d0d-81cc-c80358b3fb64 · outbound

This paper cites Uniformerv2: Unlocking the po- tential of image vits for video understanding.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Uniformerv2: Unlocking the po- tential of image vits for video understanding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:13.451655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 404f8886-8098-4443-8537-dba6de4b6cc9 · outbound

This paper cites Mvitv2: Improved multiscale vision transform- ers for classification and detection.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Mvitv2: Improved multiscale vision transform- ers for classification and detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:13.311927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ac0b031-b6c4-44d6-b27e-83c80ff4b03f · outbound

This paper cites Parameter-efficient framework for surgical action triplet recognition.Interna- tional Journal of Computer Assisted Radiology and Surgery, 19(7):1291–1299, 2024.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Parameter-efficient framework for surgical action triplet recognition.Interna- tional Journal of Computer Assisted Radiology and Surgery, 19(7):1291–1299, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:13.171748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18acc48d-4eaa-4472-b1b4-d6c19144cd9f · outbound

This paper cites Surgical action triplet recognition by using a multi-task prior-reinforced and cross-sample network.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Surgical action triplet recognition by using a multi-task prior-reinforced and cross-sample network

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:13.022692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5f06d11-4d63-4240-9c57-ad15c23d7dd5 · outbound

This paper cites Surgical Triplet Recognition via Diffusion Model.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Surgical Triplet Recognition via Diffusion Model

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:59:09.693342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d6bc8f85-97e3-43fe-b5e7-0a0fb72f56ff · outbound

This paper cites Deep learning in surgical process modeling: A systematic review of workflow recognition.Journal of Biomedical Informatics, page 104779, 2025.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Deep learning in surgical process modeling: A systematic review of workflow recognition.Journal of Biomedical Informatics, page 104779, 2025

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:12.867367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8aa82985-62ce-4361-b598-6dfc6a3116f7 · outbound

This paper cites Surgical data science for next-generation interventions.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Surgical data science for next-generation interventions

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:12.717667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d8d986a-d058-44ef-acde-6049b256884c · outbound

This paper cites Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos.Medical Image Analysis, 78:102433,.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos.Medical Image Analysis, 78:102433,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:12.551079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8208653-ef21-434d-93ff-92962895d35a · outbound

This paper cites Cholectriplet2021: A benchmark challenge for surgical action triplet recognition.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Cholectriplet2021: A benchmark challenge for surgical action triplet recognition

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:12.407260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08a73b39-a85e-4eea-a431-b4dcdbe4204e · outbound

This paper cites Instrument-tissue-guided surgical action triplet detection via textual-temporal trail exploration.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Instrument-tissue-guided surgical action triplet detection via textual-temporal trail exploration

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:12.262643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62fba001-b0b8-48f5-91bd-f11549bcce3a · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition SAM 2: Segment Anything in Images and Videos

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:07.780004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe408035-89a4-46ab-8c69-db82cfb386dc · outbound

This paper cites Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:12.094378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 235309df-c596-4f0c-b8a9-d7493f1100cd · outbound

This paper cites En- donet: a deep architecture for recognition tasks on laparo- scopic videos.IEEE transactions on medical imaging, 36 (1):86–97, 2016.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition En- donet: a deep architecture for recognition tasks on laparo- scopic videos.IEEE transactions on medical imaging, 36 (1):86–97, 2016

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.922842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 11d2d16e-7789-4c4d-92f1-3fb4392ce77e · outbound

This paper cites Temporal segment net- works: Towards good practices for deep action recognition.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Temporal segment net- works: Towards good practices for deep action recognition

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.754229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2719f3fc-a636-4719-b2e9-f7b2dd37f8fe · outbound

This paper cites Multifuser: Multimodal fusion transformer for enhanced driver action recognition.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Multifuser: Multimodal fusion transformer for enhanced driver action recognition

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.643188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49c2d7db-97bf-4782-af90-7874d905c7a0 · outbound

This paper cites Non-local neural networks.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Non-local neural networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.517558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c816eb5f-3e07-4cc2-a165-ad3b793d7cf3 · outbound

This paper cites Instance-Aware Graph Convolutional Network for Multi-Label Classification.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Instance-Aware Graph Convolutional Network for Multi-Label Classification

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:59:09.484288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ee8ec96-9ea2-4fa9-b33a-bfd0b022ea9f · outbound

This paper cites an unresolved cited work.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:59:11.402505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b52326f-0b54-4e29-9943-8488c0e10860 · outbound

This paper cites Chain-of-look prompting for verb-centric surgical triplet recognition in en- doscopic videos.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Chain-of-look prompting for verb-centric surgical triplet recognition in en- doscopic videos

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.340185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1b882e09-c38b-45e1-a0fe-de40f833d201 · outbound

This paper cites Self-distillation for surgi- cal action recognition.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Self-distillation for surgi- cal action recognition

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.148091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76e548d7-3574-4910-aef4-fd44a0bcc840 · outbound

This paper cites Sigmoid loss for language image pre-training.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Sigmoid loss for language image pre-training

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:08.822907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 510d772b-e36e-4bf3-a4de-e63c79d643d8 · outbound

This paper cites Hierarchical knowledge graph for multi-label classification of remote sensing images.IEEE Transactions on Geoscience and Re- mote Sensing, 2024.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Hierarchical knowledge graph for multi-label classification of remote sensing images.IEEE Transactions on Geoscience and Re- mote Sensing, 2024

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:10.843836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4b3a352a-2e91-4a8f-96c2-c90d24f44886 · outbound

This paper cites Retrieval of surgical phase transitions using reinforcement learning.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Retrieval of surgical phase transitions using reinforcement learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:10.588143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 66d09bbe-b8b0-48d8-ab9f-fc8bd3f94b47 · outbound

This paper cites Scene-aware label graph learning for multi-label image classification.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Scene-aware label graph learning for multi-label image classification

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:10.404484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5900d27-78d0-4b32-8a00-e5f44a98772c · outbound

This paper cites Capturing action triplet correlations for accurate surgical activity recog- nition.Computerized Medical Imaging and Graphics, page 102604, 2025.

TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition Capturing action triplet correlations for accurate surgical activity recog- nition.Computerized Medical Imaging and Graphics, page 102604, 2025

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:10.250083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.