Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:27:38.907948Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.14181.
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 2026-08-07T00:27:38.907948Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 18dee0f7-67f8-4362-90ed-c39ab10b59a1 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Pattern recognition and machine learning.Springer google schola, 2:1122–1128, 2006
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a4d33968-34b4-47b2-a1c0-7f86942eca4e · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Context awareness in health care: A review
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 25fc5f10-24a3-4b7d-8b90-f7896583d20d · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition SR-Mamba: Effective Surgical Phase Recognition with State Space Model
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e59589ad-9751-485f-90f9-2ab8d12aa55d · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a8bb616-fbbd-44df-85a5-edad8b099610 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Spatio-temporal causal transformer for multi-grained surgical phase recognition
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb4001d9-807c-479f-bb49-34e0e21b2e00 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf3f65c6-c5d7-4e79-97e0-16124dc8cb0d · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Tecno: Surgical phase recognition with multi-stage temporal convolutional networks
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5c4fa356-be8a-46d2-a19d-1d7b646fbd07 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Springer International Publishing, 2021
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5e50be05-c18a-492c-a48d-4f9da10e44e5 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Automatic data-driven real-time segmentation and recognition of surgical workflow
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cc8990ec-95ab-4b32-9366-4d6fcbaecb62 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Exploring segment-level semantics for online phase recog- nition from surgical videos.IEEE Transactions on Medical Imaging, 41(11):3309–3319, 2022
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3695c028-8cb3-40a3-bcec-8908a2fdb459 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Contextual Dropout: An Efficient Sample-Dependent Dropout Module
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4a474287-02ab-4b81-ab12-53fe15a4198b · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition SlowFast Networks for Video Recognition
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4753217-3e6e-4070-bd30-80494ababe61 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ceba393-7b3c-44a5-b19f-4b71cd50a0d4 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Trans-svnet: Accurate phase recognition from surgical videos via hybrid embedding aggregation trans- former
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c13f8c76-0d48-412a-8734-3427a13d94c4 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Learning to re- weight examples with optimal transport for imbalanced classification.Advances in Neural Information Processing Systems, 35:25517–25530, 2022
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cdeee0fb-a1d9-4309-8efc-23055dc745e4 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Card: Classification and regression diffusion models.Advances in Neural Information Processing Systems, 35:18100–18115, 2022
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1e822102-459e-44c8-b3fd-538a01d6148d · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Deep residual learning for image recognition
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 001eeb1e-73e5-4ac9-afc9-bb73f952fb07 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Denoising diffusion probabilistic models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccdbb0d6-fc57-4d0d-8114-9d6455a9ecb2 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 383e3b1a-86aa-4659-a3f1-c683cd440bf9 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ce627f5b-79cd-4183-bb6c-70475c011867 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Sv-rcnet: workflow recognition from surgical videos using recurrent convolutional network.IEEE transactions on medical imaging, 37(5):1114–1126, 2017
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0492930e-d588-489f-91a0-f83a062d5a43 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Sv-rcnet: Workflow recognition from surgical videos using recurrent convolutional network.IEEE Transactions on Medical Imaging, 37(5):1114–1126, 2018
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1715241-c6a8-4261-b364-0e024dc678bd · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Multi-task recurrent convolutional network with correlation loss for surgi- cal video analysis.Medical Image Analysis, 59:101572, 2020
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d355f1cb-ab27-4c2d-8303-32f96206d5f9 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Temporal memory relation network for workflow recognition from surgical video.IEEE Transactions on Medical Imaging, 40(7):1911–1923, 2021
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0f3fc91-12e9-452d-8897-fb3604197471 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Adam: A Method for Stochastic Optimization
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5941ee6-3381-418b-97c6-ee26844b5210 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Auto-encoding variational bayes, 2013
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbefb5be-29f9-4ccc-83be-d8bcd40933f3 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Imagenet classification with deep convolutional neural networks.Communications of the ACM, 60(6):84–90, 2017
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56c1d1d4-8b59-4322-8466-0c8010d6eed2 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Towards unified surgical skill assessment
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 16a3ad2a-6e47-452b-8b15-293101dc9965 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Skit: a fast key information video transformer for online surgical phase recognition
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation caa4b001-719c-4e91-9be1-a4c6b1f17e55 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Garcia-Peraza-Herrera, Tom Vercauteren, Prokar Das- gupta, Alejandro Granados, and Sébastien Ourselin
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4be0973-8934-4a8b-bd31-013d1e5307c8 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition A convnet for the 2020s
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4db6c15-54af-410c-85e0-1e1a7df006af · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Surgical process modeling.Innovative surgical sciences, 2(3):123–137, 2017
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd04297f-8e5b-427e-80e5-2dfb1b2ead30 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Expanding Language-Image Pretrained Models for General Video Recognition
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bdc73ca-376f-427c-9b7a-508f62bc0da1 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Real-time task recognition in cataract surgery videos using adaptive spatiotemporal polynomials.IEEE transactions on medical imaging, 34(4):877–887, 2014
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d123e0a8-5ec6-4af3-9c5f-99e2fab5bbcd · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition On the pitfalls of batch normalization for end-to-end video learning: A study on surgical workflow analysis.Medical Image Analysis, page 103126, 2024
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8267e5be-b2dc-48e6-981f-8ee0b4210a25 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition High-resolution image synthesis with latent diffusion models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dabb5088-d30b-4e72-89e4-518a43b57194 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Non-autoregressive conditional diffusion models for time series prediction
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c89eff74-6e38-4e3f-923e-b634e19bc6de · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recogni- tion.Medical Image Analysis, 73:102158, 2021
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25b361a5-9376-4e3c-a93c-462cc7b806c0 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Meta-weight-net: Learning an explicit mapping for sample weighting.Advances in neural information processing systems, 32, 2019
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 72d5d3f9-9538-40cb-84d6-5a758d77e10a · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Denoising diffusion implicit models
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 791fd670-a0d3-4ef7-b46c-5c9b943dea94 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Score-based generative modeling through stochastic differential equations
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 04df38c8-06c8-4be9-864c-a269d99883da · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Last: Latent space-constrained transformers for automatic surgical phase recognition and tool presence detection.IEEE Transactions on Medical Imaging, 2023
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f86bfb9c-f3db-4fdc-9b07-e50224452aab · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Learning Spatiotemporal Features with 3D Convolutional Networks
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02cb4079-782e-4609-acb4-f2a303b749c1 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Miccai modeling and monitoring of computer assisted interventions challenge
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c94f1b97-cfe4-49f3-a5b3-099835d0007a · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Endonet: a deep architecture for recognition tasks on laparoscopic videos.IEEE transactions on medical imaging, 36(1):86–97, 2016
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 42283bd2-60a3-4aed-8ce9-ee81fe29b00f · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Attention is all you need.Advances in neural information processing systems, 30, 2017
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 519cf22f-4976-4ab2-b318-a38ed6f77765 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Autolaparo: A new dataset of integrated multi-tasks for image-guided surgical automation in laparoscopic hysterectomy
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e0e0005d-244a-4a25-a4be-90f4dd959153 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Hard frame detection and online mapping for surgical phase recognition, 2019
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f82ed75a-c92b-45ca-8b65-bfaff2f5b07c · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Hard frame detection and online mapping for surgical phase recognition
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3d98aa56-2738-4e12-8c56-2addf476d180 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Not end-to-end: Explore multi-stage architecture for online surgical phase recognition
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 188a28f0-4c1f-4f3e-b0e9-929d12b6e6fe · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Cascade multi-level transformer network for surgical workflow analysis.IEEE Transactions on Medical Imaging, 2023
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cca973ac-e5cb-4551-b00c-086c221dba08 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fa174ef-b3a6-4940-8aeb-961fa6b41cf1 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd9d66d9-e2fa-451e-9a9b-174ace396ba1 · outbound
Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition Real-time online video detection with temporal smoothing transformers
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
No inbound Pith citation observations are available.