Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:33:39.642837Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 5 inbound Pith citation observations for arXiv:2505.24287.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:33:39.642837Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T07:23:05.886731Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
50 of 50 outbound references displayed
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 422de3c9-0504-49a5-9e1d-a079c71e9f1c · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4df1d24-ee98-4a4f-8b24-5d12cf110b18 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding 4d-or: Semantic scene graphs for or domain modeling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6d2624d1-bcad-4ab8-a4dc-573ada10e94e · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Mm-or: A large multimodal operating room dataset for semantic understanding of high-intensity surgical environments
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fc95ee86-aa2d-43d3-9507-d28d050074af · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Egosurgery-phase: A dataset of surgical phase recognition from egocentric open surgery videos
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 06e120ff-823b-4d6d-ab0d-6949ec5cb235 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d4aedaa-48ed-40ec-b5e3-2cce078de2e8 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Surgical process modelling: a review
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation beb0bfbb-099c-4785-a967-a491b200d1ab · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7226a6df-b51b-471a-94f0-28aafabdb1ae · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding The mnist database of handwritten digit images for machine learning research [best of the web]
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71b7d571-5a2b-40eb-9da7-f4ba014746c1 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Imagenet large scale visual recognition challenge
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96281586-8c4c-4566-8160-2fe44b61b23a · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Vision meets robotics: The kitti dataset
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c14aa843-00f1-4d35-9409-71b6b5e5d2b2 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding The cityscapes dataset for semantic urban scene understanding
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adc53994-37e5-4023-bd88-59feebb8b3da · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Scalability in perception for autonomous driving: Waymo open dataset
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5c79621c-da17-48a8-8da3-2deeec9d32c2 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Scaling egocentric vision: The epic-kitchens dataset
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 776bc750-ee2e-4bb6-b7da-fa7d2fed5c4c · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ego4d: Around the world in 3,000 hours of egocentric video
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 48ea57f1-5836-4da5-b12b-fd6c518c609f · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bf0b9cf-edc8-4c87-a31a-7b52707f31e8 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Endonet: a deep architecture for recognition tasks on laparoscopic videos
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6c581b2a-0772-4027-8050-94a40d90a6d2 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding ArthroPhase: A Novel Dataset and Method for Phase Recognition in Arthroscopic Video
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76f18590-0279-4f01-8636-6162e0ba5738 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Recognition of instrument-tissue interactions in endoscopic videos via action triplets
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b8582b6-0c82-4e5a-aac9-d1d48e64c1d2 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b29ea211-d439-40de-a8aa-d0aacda22683 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Opera: Attention-regularized transformers for surgical phase recognition
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9a460453-0d88-4265-b183-de6f2be61f04 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Tool detection and operative skill assessment in surgical videos using region-based convolutional neural networks
Reference 21
Source-reported events for the cited work
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Observation f9a61880-7fd1-49fd-8be6-cda4ab9bbeb5 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Epic fields: Marrying 3d geometry and video understanding
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 54f43393-f7a1-4e3a-bc4c-e77a68170581 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding HD-EPIC: A Highly-Detailed Egocentric Video Dataset
Reference 23
Source-reported events for the cited work
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Observation ca71afbf-ae62-4680-b678-0acac5054bc8 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Hoi4d: A 4d egocentric dataset for category-level human-object interaction
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4a89c54c-4d10-411c-b483-508b1f07d553 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Aria digital twin: A new benchmark dataset for egocentric 3d machine perception
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68ac51e4-9713-40a6-8834-1926d0290514 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Assembly101: A large-scale multi-view video dataset for understanding procedural activities
Reference 26
Source-reported events for the cited work
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Observation a30dcb18-fa17-470f-afd4-a9051a469978 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Automatic operating room surgical activity recognition for robot-assisted surgery
Reference 27
Source-reported events for the cited work
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Observation 18e8569b-4c77-4a6f-81f8-743eaee719cb · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding When do they StOP?: A First Step Towards Automatically Identifying Team Communication in the Operating Room
Reference 28
Source-reported events for the cited work
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Observation 7203f51f-3db0-43bb-a3a9-66cea0464d49 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Project aria: A new tool for egocentric multi-modal ai research, 2023
Reference 29
Source-reported events for the cited work
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Observation 5e10e37c-cce5-4174-9e57-9864ff12d00e · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Database analysis comparing incidence and complication rates between inpatient and outpatient laminotomies for lumbar disc herniation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7c81eeba-6898-4a9e-adf9-a36b7d2e0498 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Racoosin, Sally M
Reference 31
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Observation 5604ca50-f1c3-43fa-a47c-6f0eac1107d5 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Daly, Kai Zheong Lim, Jennifer Lewis, Kelly Saber, Mohammed Molla, Naor Bar-Zeev, and Tony Goldschlager
Reference 32
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Observation a10e2780-76b9-4fc2-a5fe-b9159722e250 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work
Reference 33
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Observation 0da559b9-c94e-4e6e-a1db-12a4efb10126 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Spine ultrasound injection course in action (888) 998-6343
Reference 34
Source-reported events for the cited work
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Observation 26284105-cd00-4f43-a0bd-231facaa7a40 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ultrasound guided lumbar disc herniation injection
Reference 35
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Observation 97d7dd87-4dba-4575-8c64-cdac7c2c6759 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work
Reference 36
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Observation d5d8687a-769b-4f92-97c0-58e13bebb832 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Learning and reasoning with the graph structure representation in robotic surgery
Reference 37
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Observation 5424c47a-f4dd-49bd-82de-a63df746a8fa · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Advancing surgical vqa with scene graph knowledge
Reference 38
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Observation c16de70f-0459-464b-abeb-f0da0d3fd00f · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Dynamic scene graph representation for surgical video
Reference 39
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Observation 9d382470-26c7-45dc-96ec-b3c8e954bce1 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Oracle: Large vision- language models for knowledge-guided holistic or domain modeling
Reference 40
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Observation bdf9a8cf-8df1-4dde-b642-f31fcc992c6c · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Visual Instruction Tuning
Reference 41
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Observation 6c85d6ce-8911-45f3-9b22-17ebb7459d4c · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Gonzalez, Ion Stoica, and Eric P
Reference 42
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Observation a1405042-6884-41a9-960f-c6d5eba82166 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Learning transferable visual models from natural language supervision
Reference 43
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Unavailable: canonical work link unavailable.
Observation e21ca057-969a-48a0-bc88-70b935e2d044 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding LoRA: Low-Rank Adaptation of Large Language Models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bffbb79-33fa-4e68-8fd7-f4af47e0d74d · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Clap: Learning audio concepts from natural language supervision, 2022
Reference 45
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Observation efdb48c2-20ce-4079-9113-097788807047 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Point transformer v3: Simpler faster stronger
Reference 46
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Observation 5b22788a-0392-448f-8e1b-9ecc8039939f · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Target Identification
Reference 48
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Observation 609aec52-fca3-478b-97f8-5409f80b05de · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work
Reference 49
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Observation 8cafcdc3-9a7c-47f6-a37b-dbaf13074118 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Each pair of images shows one synchronized egocentric view (left) alongside one exocentric room camera view (right)
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ef6aa61a-7006-4eae-891b-a905969d39c8 · outbound
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work
Reference 2025
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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 896edbf5-2c8d-4432-801b-36677dc87187 · inbound
Sound Source Localization for Spatial Mapping of Surgical Actions in Dynamic Scenes EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b0d565e6-f2a1-4b25-91ef-a253ef8806e0 · inbound
EgoExo-Con: Exploring View-Invariant Video Temporal Understanding EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
Reference 34
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Unavailable: canonical work link unavailable.
Observation 54e6f287-5abf-492e-9989-e53b946274fd · inbound
Dyadic Partnership(DP): A Missing Link Towards Full Autonomy in Medical Robotics EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
Reference 40
Source-reported events for the cited work
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Observation 43c5a1db-b4c9-44a5-9481-f0cc9e1856c9 · inbound
Where are they looking in the operating room? EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 32f60607-af6a-4b93-b467-e79844ddbb7d · inbound
OR-Action: Multi-Role Video Understanding with Fine-Grained Actions EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.