Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-24T08:39:33.303000Z
Paper Citation Record · LEDGER
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
As of 10 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 5 inbound Pith citation observations for arXiv:2305.07152.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:25:08.651874Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T07:59:40.035909Z
Reference resolution
96 of 96 outbound references displayed
- verified exact11
- verified fuzzy83
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f0ea5b4f-dff5-4ce9-9c53-b705b7f5bbdf · outbound
This paper cites Surgical visual understanding (surgvu) dataset.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical visual understanding (surgvu) dataset
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.168324Z
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 11280b90-67a0-4282-9178-80930231ce63 · outbound
This paper cites Trends in robot-assisted procedures for general surgery in the veterans health administration.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Trends in robot-assisted procedures for general surgery in the veterans health administration
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.299198Z
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 b71197fd-3f72-4a15-a57a-cd04f40b6b95 · outbound
This paper cites Exploring the paradigm of robotic surgery and its contribution to the growth of surgical volume.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Exploring the paradigm of robotic surgery and its contribution to the growth of surgical volume
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.776812Z
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 c508e6d5-a8de-41ff-b442-6718c112f9b0 · outbound
This paper cites Surgical data science– from concepts toward clinical translation.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical data science– from concepts toward clinical translation
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.774272Z
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 34455556-6dec-46dc-a791-020c3b18820d · outbound
This paper cites Surgical data science: the new knowledge domain.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical data science: the new knowledge domain
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.757878Z
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 db119683-9d18-41bd-8e05-e2e81ca27447 · outbound
This paper cites Review of automated performance metrics to assess surgical technical skills in robot-assisted laparoscopy.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Review of automated performance metrics to assess surgical technical skills in robot-assisted laparoscopy
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.749758Z
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 7710e263-28d5-40e1-b7b2-95c7662caeb2 · outbound
This paper cites Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.740681Z
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 255e23bd-9838-4e7f-a137-e2905b40b6f8 · outbound
This paper cites A deep-learning model using automated performance metrics and clinical features to predict urinary continence recovery after robot-assisted radical prostatectomy.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 A deep-learning model using automated performance metrics and clinical features to predict urinary continence recovery after robot-assisted radical prostatectomy
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.737792Z
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 1a4d41a6-6869-4963-bee2-ddc44bb96feb · outbound
This paper cites How to bring surgery to the next level: interpretable skills assessment in robotic-assisted surgery.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 How to bring surgery to the next level: interpretable skills assessment in robotic-assisted surgery
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.728285Z
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 0e2fa2f4-18f3-467d-8aa3-cf440d6aa935 · outbound
This paper cites Automated surgical skill assessment in rmis training.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Automated surgical skill assessment in rmis training
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.720265Z
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 d3cd38f2-e8d5-4ff2-8427-2809e4523daa · outbound
This paper cites Temporal clustering of surgical activities in robot-assisted surgery.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Temporal clustering of surgical activities in robot-assisted surgery
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.162365Z
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 5a9e973d-1c54-48dd-a21f-295bc4807f5f · outbound
This paper cites Novel evaluation of surgical activ- ity recognition models using task-based efficiency metrics.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Novel evaluation of surgical activ- ity recognition models using task-based efficiency metrics
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.295005Z
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 bdb46e5c-bed5-4892-8cbf-4589f373559b · outbound
This paper cites Surgical activity recognition in robot-assisted radical prostatectomy using deep learning.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical activity recognition in robot-assisted radical prostatectomy using deep learning
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.242236Z
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 98d31ed1-af4c-4c0b-a299-1c4a68e9ffd6 · outbound
This paper cites Biomedical image analysis competitions: The state of current participation practice.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Biomedical image analysis competitions: The state of current participation practice
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.342030Z
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 dd38cd7b-1c8b-4373-8b71-65c683ae1406 · outbound
This paper cites Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.310745Z
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 007cc3e0-d68a-4448-95a1-1cb6e2ef0eda · outbound
This paper cites Learning motion flows for semi- supervised instrument segmentation from robotic surgical video.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Learning motion flows for semi- supervised instrument segmentation from robotic surgical video
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.155866Z
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 7598fff0-ba0c-4ded-a9d1-6cf7ea8ef14a · outbound
This paper cites Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.320750Z
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 26d49a28-c011-4f17-931c-2c212a0059dd · outbound
This paper cites Stereo Correspondence and Reconstruction of Endoscopic Data Challenge.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Stereo Correspondence and Reconstruction of Endoscopic Data Challenge
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.301221Z
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 48abdb94-2a38-4e6f-8ffb-e829bc19025b · outbound
This paper cites 2018 robotic scene segmentation challenge.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 2018 robotic scene segmentation challenge
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.136994Z
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 4a2a7337-97db-4153-8f38-e8988f01ab32 · outbound
This paper cites Endonet: a deep architecture for recognition tasks on laparoscopic videos.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Endonet: a deep architecture for recognition tasks on laparoscopic videos
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.288348Z
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 f4a025dd-e3ef-44ee-b528-a497725f24e9 · outbound
This paper cites Tool detection and operative skill assessment in surgical videos using region-based convolutional neural networks.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Tool detection and operative skill assessment in surgical videos using region-based convolutional neural networks
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.265238Z
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 a3d1d0ce-8dd2-461d-a17f-6b107a082bad · outbound
This paper cites Imagenet large scale visual recognition challenge.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Imagenet large scale visual recognition challenge
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.239102Z
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 5dce4a7f-908a-46d3-81b0-3956b4111d8f · outbound
This paper cites Siamfc++: Towards robust and accurate visual tracking with target estimation guidelines.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Siamfc++: Towards robust and accurate visual tracking with target estimation guidelines
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.216468Z
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 172d5a1e-a958-4d12-88a1-36633221dba6 · outbound
This paper cites Cascade r-cnn: Delving into high quality object detection.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Cascade r-cnn: Delving into high quality object detection
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.195421Z
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 f1de014a-6a9c-444e-953d-a2065e3d7630 · outbound
This paper cites 2017 robotic instrument segmentation challenge.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 2017 robotic instrument segmentation challenge
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.124622Z
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 5cf1baf9-6dd6-4fff-ac7e-5830f97d080b · outbound
This paper cites Shvets, Alexander Rakhlin, Alexandr A.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Shvets, Alexander Rakhlin, Alexandr A
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.133732Z
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 56fc2776-3f9b-4f1c-a87c-6e44b8aea5a8 · outbound
This paper cites A convnet for the 2020s.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 A convnet for the 2020s
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.121306Z
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 6aaf96d1-af80-4588-8127-d8df0bfad0cf · outbound
This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Efficientnet: Rethinking model scaling for convolutional neural networks
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.284849Z
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 72fd1974-ae0c-46bc-96c2-c6bd6acd1142 · outbound
This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Grad-cam: Visual explanations from deep networks via gradient-based localization
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.275472Z
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 656e9d19-317e-4a46-af69-b357822e15f9 · outbound
This paper cites YOLOv5 by Ultralytics, 5 2020.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 YOLOv5 by Ultralytics, 5 2020
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.262400Z
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 df73bde9-0aea-449c-82e2-93836c40e993 · outbound
This paper cites Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.315475Z
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 fedfe8f0-8d63-4b1f-bd8a-436a36a1cb5b · outbound
This paper cites Fastai: A layered API for deep learning.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Fastai: A layered API for deep learning
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.251562Z
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 9fa99fb6-4673-489c-8edb-1f161bf81e60 · outbound
This paper cites Detectron2.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Detectron2
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.236085Z
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 bbbafa90-caf9-4ceb-8a9e-3c89183b1b23 · outbound
This paper cites Surgical tool detection in open surgery videos.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical tool detection in open surgery videos
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.226686Z
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 2cf45b89-7c7a-429b-a26c-bf40e7cf856b · outbound
This paper cites Swin transformer v2: Scaling up capacity and resolution.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Swin transformer v2: Scaling up capacity and resolution
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.213513Z
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 5cbe0d28-f220-428a-ba0e-8211ed0e1e4d · outbound
This paper cites Efficientnetv2: Smaller models and faster training.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Efficientnetv2: Smaller models and faster training
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.205028Z
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 c41d5286-27fe-44f3-b3c9-e3bcb3a0b863 · outbound
This paper cites Aggregated Residual Transformations for Deep Neural Networks.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Aggregated Residual Transformations for Deep Neural Networks
Reference 37
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-24T08:44:14.305826Z
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 365b8c3e-4565-409e-a97f-bf45d6e012cc · outbound
This paper cites Pytorch image models.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Pytorch image models
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.191800Z
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 5c20abde-152a-4a91-b2ef-8a6f67ab3b6c · outbound
This paper cites Grad- cam++: Generalized gradient-based visual explanations for deep convolutional networks.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Grad- cam++: Generalized gradient-based visual explanations for deep convolutional networks
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.181791Z
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 3c669f71-8f04-4311-8fa7-04381a2ad4c0 · outbound
This paper cites Imagenet: A large-scale hierar- chical image database.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Imagenet: A large-scale hierar- chical image database
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.158941Z
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 7fdfc3d0-b596-46bc-8f3c-a59c6db2d410 · outbound
This paper cites Shallow feature matters for weakly supervised object localization.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Shallow feature matters for weakly supervised object localization
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.143464Z
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 e5ec0ace-aa07-4932-85e4-68a3909e23f7 · outbound
This paper cites Query2Label: A Simple Transformer Way to Multi-Label Classification.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Query2Label: A Simple Transformer Way to Multi-Label Classification
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.331364Z
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 15637bd3-7e73-4c61-b587-15340d7b1b7b · outbound
This paper cites Deep residual learning for image recognition.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Deep residual learning for image recognition
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.117855Z
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 ba269440-03a1-4f1b-9ae8-9a5c0c8c6e6c · outbound
This paper cites Asymmetric Loss For Multi-Label Classification.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Asymmetric Loss For Multi-Label Classification
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.295775Z
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 58292042-e2cb-46b3-8311-eafe9db3827c · outbound
This paper cites The opencv library.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 The opencv library
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.127585Z
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 4011b5c9-b11c-4b1f-987b-55a1e679f37b · outbound
This paper cites Emerging Properties in Self-Supervised Vision Transformers.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Emerging Properties in Self-Supervised Vision Transformers
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.130596Z
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 d0664ec5-7f68-470a-bb72-f7d98ae38fc0 · outbound
This paper cites iBOT: Image BERT Pre-Training with Online Tokenizer.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 iBOT: Image BERT Pre-Training with Online Tokenizer
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.149289Z
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 472fbe69-8db1-4b93-97e8-f544bbbcad14 · outbound
This paper cites A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.282086Z
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 cf3efa68-cfcc-4c38-a718-3b5dee4292ee · outbound
This paper cites Wildcat: Weakly supervised learning of deep convnets for image classification, pointwise localization and segmentation.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Wildcat: Weakly supervised learning of deep convnets for image classification, pointwise localization and segmentation
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.279042Z
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 3330fb04-daff-4b28-b2c1-8a6a2dc8f5b2 · outbound
This paper cites Weakly-supervised learn- ing for tool localization in laparoscopic videos.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Weakly-supervised learn- ing for tool localization in laparoscopic videos
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.271561Z
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 39e90443-f606-46b9-82d5-7a22ee38f63b · outbound
This paper cites Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos.International journal of computer assisted radiology and surgery, 14(6):1059–1067.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos.International journal of computer assisted radiology and surgery, 14(6):1059–1067
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.268460Z
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 a5c4cc39-559f-4d71-8e8a-9f47dba23937 · outbound
This paper cites Squeeze-and-excitation networks.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Squeeze-and-excitation networks
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.259553Z
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 cb0ffae1-202c-41f6-939f-d927140d35e6 · outbound
This paper cites Abdulbaki Alshirbaji, Nour A.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Abdulbaki Alshirbaji, Nour A
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.254445Z
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 24f3f0ea-3a29-499b-addb-f5c96adcda2a · outbound
This paper cites Surgical tool classification in la- paroscopic videos using convolutional neural network.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical tool classification in la- paroscopic videos using convolutional neural network
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.248370Z
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 37619195-6943-40e5-84cd-ca74e9a168ed · outbound
This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 An image is worth 16x16 words: Transformers for image recognition at scale
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.245156Z
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 d07a07d1-f610-4dfb-a643-87d0928b65f0 · outbound
This paper cites an unresolved cited work.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-05-24T08:49:15.233115Z
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 7b850033-679f-4840-81ff-a8e8402cbd78 · outbound
This paper cites Randaugment: Practical automated data augmentation with a reduced search space.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Randaugment: Practical automated data augmentation with a reduced search space
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.229855Z
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 e1e900ed-c85d-4651-839b-9364d5cd15c5 · outbound
This paper cites Asymmetric loss for multi-label classification.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Asymmetric loss for multi-label classification
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.223196Z
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 838150f4-7f41-44cf-8c3a-7ddc237d7b4a · outbound
This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 YOLOv4: Optimal Speed and Accuracy of Object Detection
Reference 59
- Resolution
- verified exact
- local_arxiv, observed 2026-05-24T08:44:14.290712Z
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 b48d3b2c-42de-48a4-a110-a48447a56bb2 · outbound
This paper cites CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.347202Z
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 6858b7ca-0ef3-44a6-b438-1404078cd593 · outbound
This paper cites Can masses of non- experts train highly accurate image classifiers? In International conference on medical image computing and computer-assisted intervention, pages 438–445.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Can masses of non- experts train highly accurate image classifiers? In International conference on medical image computing and computer-assisted intervention, pages 438–445
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.219623Z
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 21065125-5f25-4ca7-9707-1dee30edc23e · outbound
This paper cites Attention is all you need.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Attention is all you need
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.210755Z
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 5a25ca07-d4e4-4de2-a1cf-9d00533040c4 · outbound
This paper cites Weakly supervised convolutional lstm approach for tool tracking in laparoscopic videos.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Weakly supervised convolutional lstm approach for tool tracking in laparoscopic videos
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.794194Z
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 5c5fe4a2-c95a-4ebe-8b13-38beaadd7810 · outbound
This paper cites Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.791472Z
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 96e103b4-bce6-4891-8986-8a12487be0bc · outbound
This paper cites Rethinking the inception architecture for computer vision.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Rethinking the inception architecture for computer vision
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.787989Z
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 69f3e60f-81bf-4a87-a456-8b29af5e1769 · outbound
This paper cites Fastai: A layered api for deep learning.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Fastai: A layered api for deep learning
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.785306Z
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 5bca025f-2c6e-4915-93de-6afa2e8c818c · outbound
This paper cites Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.782568Z
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 6b47440c-2d7c-4e50-b3c2-ea8c4fb8e81d · outbound
This paper cites Pedregosa, G.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Pedregosa, G
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.779948Z
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 a17d823d-8700-426d-ac71-c12adfb0ae1e · outbound
This paper cites Microsoft coco: Common objects in context.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Microsoft coco: Common objects in context
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.770747Z
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 3866df18-7f98-49f6-8d78-5a9c17b1e2ec · outbound
This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Faster r-cnn: Towards real-time object detection with region proposal networks
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.767905Z
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 7e35cfa2-27b0-45a2-9e38-3135eb3ef7c3 · outbound
This paper cites U-net: Convolutional networks for biomedical image segmentation.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 U-net: Convolutional networks for biomedical image segmentation
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.765959Z
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 19ddbe47-013c-4653-8467-ba0f1b6bdd18 · outbound
This paper cites Ultralytics YOLO, January 2023.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Ultralytics YOLO, January 2023
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.760863Z
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 006a4e61-1554-41e1-bd68-8b91011f69ec · outbound
This paper cites Mixformer: End-to-end tracking with iterative mixed attention.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Mixformer: End-to-end tracking with iterative mixed attention
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.755053Z
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 1971494b-9886-4aea-b149-816709eca18c · outbound
This paper cites Dinov2: Learning robust visual features without supervision.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Dinov2: Learning robust visual features without supervision
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.751865Z
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 1ce3cdd2-6ae0-41cd-b6b6-99ad3cc14209 · outbound
This paper cites Deep residual learning for image recognition.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Deep residual learning for image recognition
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.747573Z
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 0defa295-28e8-414d-a00c-27c2ab326323 · outbound
This paper cites Masked autoen- coders are scalable vision learners.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Masked autoen- coders are scalable vision learners
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.742772Z
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 88aeabe8-7491-456a-9d18-450b843d960a · outbound
This paper cites Joint feature learning and relation modeling for tracking: A one-stream framework.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Joint feature learning and relation modeling for tracking: A one-stream framework
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.735616Z
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 f638b983-8338-4cc7-b68e-89bbb99d4d0e · outbound
This paper cites Yolox: Exceeding yolo series in 2021.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Yolox: Exceeding yolo series in 2021
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.733021Z
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 9690a970-974e-4d15-bc07-15d833a11611 · outbound
This paper cites Rtmdet: An empirical study of designing real-time object detectors.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Rtmdet: An empirical study of designing real-time object detectors
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.730927Z
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 2dae523b-2d5f-41ee-8e14-6ec2794513f6 · outbound
This paper cites Weighted boxes fusion: Ensembling boxes from different object detection models.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Weighted boxes fusion: Ensembling boxes from different object detection models
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.725595Z
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 7e9bb26c-6977-41e4-8747-245f72758d44 · outbound
This paper cites Cbnet: A novel composite backbone network architecture for object detection.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Cbnet: A novel composite backbone network architecture for object detection
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.723048Z
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 df1154d2-5a37-4bd6-bf95-d9510b8ead28 · outbound
This paper cites Weakly Supervised YOLO Network for Surgical Instrument Localization in Endoscopic Videos.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Weakly Supervised YOLO Network for Surgical Instrument Localization in Endoscopic Videos
Reference 82
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.325632Z
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 58123838-9941-4574-b3d0-f4ca172b116f · outbound
This paper cites https://www.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 https://www
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.717539Z
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 34eadd64-54af-4db2-a250-5b7dc57962e6 · outbound
This paper cites Surgical tool classification and localization: results and methods from the miccai 2022 surgtoolloc challenge.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical tool classification and localization: results and methods from the miccai 2022 surgtoolloc challenge
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:46:06.715122Z
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 5f7fa9ae-1d01-4d94-8ba9-0c247c406863 · outbound
This paper cites YOLO by Ultralytics.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 YOLO by Ultralytics
Reference 85
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.207952Z
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 77ad457c-50f7-4241-be29-ed4ebf2c3c69 · outbound
This paper cites TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement
Reference 86
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T08:44:14.337343Z
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 e0733ebb-a6ae-4a17-942a-be356d1427e8 · outbound
This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Swin transformer: Hierarchical vision transformer using shifted windows
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.202215Z
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 2e074d15-1d57-4fde-8d4b-8b88506b2565 · outbound
This paper cites YOLOv5 by ultralytics (version 7.0).
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 YOLOv5 by ultralytics (version 7.0)
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.199091Z
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 de6f15cc-9e47-4b7b-be3b-c447c3b38b73 · outbound
This paper cites Image compositing for segmentation of surgical tools without manual annotations.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Image compositing for segmentation of surgical tools without manual annotations
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.188528Z
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 bf59457e-5f51-41c3-b130-57ea65e0072c · outbound
This paper cites Surgical scene segmentation using semantic image synthesis with a virtual surgery environment.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Surgical scene segmentation using semantic image synthesis with a virtual surgery environment
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.185221Z
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 da69d87a-b1ae-43a8-88b2-6a5ef08e30bf · outbound
This paper cites SARAS challenge on multi-domain endoscopic surgeon action detection.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 SARAS challenge on multi-domain endoscopic surgeon action detection
Reference 91
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.178333Z
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 a1047093-9720-4969-b395-e9d50e748758 · outbound
This paper cites Labelling instructions matter in biomedical image analysis.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Labelling instructions matter in biomedical image analysis
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.174829Z
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 1875726f-9c44-42ac-bb05-ab93a9b16181 · outbound
This paper cites Alvarez, and Ping Luo.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Alvarez, and Ping Luo
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.171306Z
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 96d03f19-3d91-4f16-b997-b616b38e381e · outbound
This paper cites Symmetric cross entropy for robust learning with noisy labels.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Symmetric cross entropy for robust learning with noisy labels
Reference 94
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.165551Z
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 72cc3ac6-30aa-4602-a3d7-1be09ca201cb · outbound
This paper cites A survey on deep semi-supervised learning.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 A survey on deep semi-supervised learning
Reference 95
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.152560Z
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 ad02c188-0f24-46dc-bff8-c19b3fa6c00c · outbound
This paper cites Detrs with collaborative hybrid assignments training.
Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025 Detrs with collaborative hybrid assignments training
Reference 96
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-24T08:49:15.140261Z
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 c1b7eec2-4d40-4b50-a706-badc29cf5133 · inbound
Surgical Visual Understanding (SurgVU) Dataset cites this paper.
Surgical Visual Understanding (SurgVU) Dataset Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
Reference 8
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-23T06:02:38.159612Z
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 5b35a931-ef8f-41fe-8293-41e56ddde6f9 · inbound
MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos cites this paper.
MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:25:08.651874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b1ea272-f346-4099-93e1-907d02ff1b77 · inbound
Exploring Pre-training Across Domains for Few-Shot Surgical Skill Assessment cites this paper.
Exploring Pre-training Across Domains for Few-Shot Surgical Skill Assessment Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:20:18.259315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68214c9b-7803-4942-9e61-ff732f05addf · inbound
Surgical Anatomy Recognition with Context Learning using Foundation Representations cites this paper.
Surgical Anatomy Recognition with Context Learning using Foundation Representations Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T07:59:40.037309Z
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 daa7b453-5011-421f-b68c-6751312b54a8 · inbound
Stitch-Inferencer: Enhance Endoscopic Video Segmentation and Tracking via Panoramic Reconstruction cites this paper.
Stitch-Inferencer: Enhance Endoscopic Video Segmentation and Tracking via Panoramic Reconstruction Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T00:36:44.920109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.