Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:15:11.890796Z
Paper Citation Record · LEDGER
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos
As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2504.18756.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
13 of 13 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8c6f8a25-f5f5-46ef-a22b-e08381224e59 · outbound
This paper cites an unresolved cited work.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:15:11.840605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f8f1806-48eb-402e-bbbd-168d0f679d22 · outbound
This paper cites Medical image analysis 59, 101572.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Medical image analysis 59, 101572
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:15:12.196643Z
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 684335b8-1a2c-449f-b07e-d05624351578 · outbound
This paper cites an unresolved cited work.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:15:11.864416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e49887b7-9049-4840-86df-a67defaf64e3 · outbound
This paper cites SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:15:11.877206Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c45f1abc-51f1-4202-a019-5cb2fefc72a1 · outbound
This paper cites IEEE transactions on medical imaging 36, 86–97.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos IEEE transactions on medical imaging 36, 86–97
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:15:12.154011Z
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 dfad51c6-2505-4442-9527-0967b47ff922 · outbound
This paper cites Cholectriplet2021:Abenchmark challenge for surgical action triplet recognition.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Cholectriplet2021:Abenchmark challenge for surgical action triplet recognition
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:15:12.168231Z
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 98d6869d-9296-4f55-ad2c-129ce91c5054 · outbound
This paper cites International journal of computer assisted radiology and surgery 11, 1937–1949.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos International journal of computer assisted radiology and surgery 11, 1937–1949
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:15:12.182985Z
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 4ab0a123-d33f-46ba-a577-6bed6abe62dc · outbound
This paper cites Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos
Reference 2019
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-16T10:15:12.050809Z
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 02a7b148-62a4-41b8-b9d0-d8bbdf94233b · outbound
This paper cites Longformer: The Long-Document Transformer.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Longformer: The Long-Document Transformer
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:15:11.835151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c1abd43-509d-4c88-b9bd-bbb6907e6439 · outbound
This paper cites ASFormer: Transformer for Action Segmentation.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos ASFormer: Transformer for Action Segmentation
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:15:11.890796Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a514b64-3717-4912-b75f-d9f5e8b395a8 · outbound
This paper cites DINOv2: Learning Robust Visual Features without Supervision.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos DINOv2: Learning Robust Visual Features without Supervision
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:15:11.872776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff02ba8d-0565-49a6-9e07-44ef91e84645 · outbound
This paper cites MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for Action Segmentation Using Sensor-Augmented Kinematics.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for Action Segmentation Using Sensor-Augmented Kinematics
Reference 2023
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-16T10:15:12.071890Z
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 503a7761-bb7a-470b-b827-25dbd3e2fb53 · outbound
This paper cites Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition.
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:15:11.886109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.