SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation | Paper Citation Record

Observation 647f695d-98ff-4b77-904b-d3cfaf62d9dc · outbound

This paper cites Robotic assisted minimally invasive surgery,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Robotic assisted minimally invasive surgery,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:01.899940Z

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Observation a09e2cf1-4782-4d8e-b8f0-099b72793b86 · outbound

This paper cites 2018 robotic scene segmentation challenge,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation 2018 robotic scene segmentation challenge,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:01.656725Z

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Observation 62d856c8-84c9-4e28-8d56-4d90508a538a · outbound

This paper cites A kinematic bottleneck approach for pose regression of flexible surgical instruments directly from images,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation A kinematic bottleneck approach for pose regression of flexible surgical instruments directly from images,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:01.407690Z

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Observation 05cb7199-66c6-420a-adbd-5abaa03ca495 · outbound

This paper cites Recognition of instrument-tissue interactions in endo- scopic videos via action triplets,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Recognition of instrument-tissue interactions in endo- scopic videos via action triplets,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:01.151442Z

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Observation e186495c-871a-4dad-a1ef-42fcb2d5c1e4 · outbound

This paper cites Deep learning assisted robotic magnetic anchored and guided endoscope for real-time instrument tracking,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Deep learning assisted robotic magnetic anchored and guided endoscope for real-time instrument tracking,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:00.954076Z

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Observation bd3f1c44-4a34-4c16-aaa2-79fcb6ad9ef3 · outbound

This paper cites Co-optimizing robot, environ- ment, and tool design via joint manipulation planning,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Co-optimizing robot, environ- ment, and tool design via joint manipulation planning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:00.785776Z

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Observation 8563fb38-36ea-43c8-8909-7c30b9c21ac2 · outbound

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

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Cholectriplet2021: A benchmark challenge for surgical action triplet recognition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:00.629396Z

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Observation 0ad70e91-ca4f-48fe-8db1-8efd4b9ba3f7 · outbound

This paper cites Toward image-guided automated suture grasping under com- plex environments: A learning-enabled and optimization-based holistic framework,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Toward image-guided automated suture grasping under com- plex environments: A learning-enabled and optimization-based holistic framework,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:00.497920Z

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Observation 62855df4-33db-4b19-be4b-950c31a89fda · outbound

This paper cites Incorporating temporal prior from motion flow for instrument segmentation in minimally invasive surgery video,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Incorporating temporal prior from motion flow for instrument segmentation in minimally invasive surgery video,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:00.356647Z

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Observation af227b44-5e61-4c88-be4d-7ebe5eed4b40 · outbound

This paper cites Text promptable surgical instrument segmentation with vision-language models,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Text promptable surgical instrument segmentation with vision-language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:20:00.161318Z

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Observation 35427e35-41e1-4e44-97a7-9e1fa8bdcf4e · outbound

This paper cites Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:59.970902Z

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Observation 23d0c1f4-fd96-4a38-8175-c1fe676abe85 · outbound

This paper cites 2017 robotic instrument segmentation challenge,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation 2017 robotic instrument segmentation challenge,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:59.810450Z

Source-reported events for the cited work

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Observation a26f7b9a-1eb5-4616-8885-0fca40a1319b · outbound

This paper cites Automatic instrument segmentation in robot-assisted surgery using deep learning,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Automatic instrument segmentation in robot-assisted surgery using deep learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:59.552475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b5fe1708-6a00-4dd6-9abe-a59b68447dcb · outbound

This paper cites SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:47.419306Z

Source-reported events for the cited work

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Observation 7b4db12d-a674-4423-8794-42058fc49522 · outbound

This paper cites ISINet: an instance- based approach for surgical instrument segmentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation ISINet: an instance- based approach for surgical instrument segmentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:59.326529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 999acc41-0a72-4371-a0ac-af5989f29010 · outbound

This paper cites TraSeTR: track-to-segment transformer with contrastive query for instance-level instrument segmentation in robotic surgery,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation TraSeTR: track-to-segment transformer with contrastive query for instance-level instrument segmentation in robotic surgery,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:59.116669Z

Source-reported events for the cited work

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Observation 030f09a8-ed93-4e83-8a9b-8ec2d3c580c7 · outbound

This paper cites From forks to forceps: A new framework for instance segmentation of surgical instruments,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation From forks to forceps: A new framework for instance segmentation of surgical instruments,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:58.910425Z

Source-reported events for the cited work

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Observation cc531c7c-18cd-4320-a56b-8152f828bb0b · outbound

This paper cites Instances as queries,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Instances as queries,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:58.702373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 503d9814-2cfb-4238-94eb-7dee4abb80c0 · outbound

This paper cites Articulated multi-instrument 2-d pose estimation using fully convolutional networks,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Articulated multi-instrument 2-d pose estimation using fully convolutional networks,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:48.098011Z

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Unavailable: canonical work link unavailable.

Observation 9da5de99-0b0f-48ca-b9fd-d3f76bcf571c · outbound

This paper cites Task-aligned part-aware panoptic seg- mentation through joint object-part representations,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Task-aligned part-aware panoptic seg- mentation through joint object-part representations,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:58.490241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ab4293ea-7930-421a-abd4-8474a0721c50 · outbound

This paper cites Masked-attention mask transformer for universal image segmentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Masked-attention mask transformer for universal image segmentation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:48.380571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c38869-44bb-4f44-b583-f29034665c48 · outbound

This paper cites Robust medical instrument segmentation challenge 2019,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Robust medical instrument segmentation challenge 2019,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:58.299183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6e40c7fc-25ab-4267-ac83-b580b378b01b · outbound

This paper cites CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:19:52.525902Z

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Observation 4e631bdb-e547-4268-be24-0930884ad2fc · outbound

This paper cites Pixel-wise recognition for holistic surgical scene understanding,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Pixel-wise recognition for holistic surgical scene understanding,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:58.130934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8696096b-a7a1-46be-8aa8-ff4fd89be50b · outbound

This paper cites MATIS: Masked-attention transformers for surgical instrument segmentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation MATIS: Masked-attention transformers for surgical instrument segmentation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:57.863442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dfd066cf-7a9d-4eec-a733-71a9d2b9be33 · outbound

This paper cites Part-aware panoptic segmentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Part-aware panoptic segmentation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:57.662827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1a02b184-dfdb-4248-bb89-54af6a91422a · outbound

This paper cites Panoptic segmentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Panoptic segmentation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:57.398253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 345b3daa-8695-4afc-95b0-aa172da3f167 · outbound

This paper cites Aiparsing: Anchor- free instance-level human parsing,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Aiparsing: Anchor- free instance-level human parsing,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:57.100593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d536fb2f-a21c-474c-be64-4b55cafee885 · outbound

This paper cites Contextual instance decoupling for instance- level human analysis,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Contextual instance decoupling for instance- level human analysis,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:56.814158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3820aba9-8be1-496f-b32e-a4b7d6e55e06 · outbound

This paper cites Cp-net: Instance-aware part segmentation network for biological cell parsing,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Cp-net: Instance-aware part segmentation network for biological cell parsing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:56.551013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a167b5cd-1cb8-4d4c-8297-620adac45f77 · outbound

This paper cites Multi-task Fusion for Efficient Panoptic-Part Segmentation.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Multi-task Fusion for Efficient Panoptic-Part Segmentation

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:19:52.384800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation df0b49b0-d2e9-4a35-8fe0-4e93a0df8f32 · outbound

This paper cites Panoptic- PartFormer: Learning a unified model for panoptic part segmentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Panoptic- PartFormer: Learning a unified model for panoptic part segmentation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:56.238821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4110d556-70ec-49ad-9274-f6721a5dbb11 · outbound

This paper cites Panoptic-PartFormer++: A unified and decoupled view for panoptic part segmentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Panoptic-PartFormer++: A unified and decoupled view for panoptic part segmentation,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:55.966476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 577d5c32-c9ef-4afe-bf30-74369faecc1a · outbound

This paper cites Weakly supervised instance segmentation using class peak response,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Weakly supervised instance segmentation using class peak response,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:55.691888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bc04012f-4d80-4aee-a9be-c64289d01b82 · outbound

This paper cites Boxinst: High-performance instance segmentation with box annotations,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Boxinst: High-performance instance segmentation with box annotations,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:55.470828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 988dcd07-f5a8-4311-9a6f-a9123494b65c · outbound

This paper cites Boxteacher: Exploring high-quality pseudo labels for weakly supervised instance seg- mentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Boxteacher: Exploring high-quality pseudo labels for weakly supervised instance seg- mentation,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:55.320588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2af96540-068b-4264-8be2-eca0780b879c · outbound

This paper cites Pointly-supervised instance seg- mentation,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Pointly-supervised instance seg- mentation,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:55.129980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6cecd1d4-d088-4da2-9ee6-d2716e0910d4 · outbound

This paper cites Discobox: Weakly supervised instance segmentation and semantic correspondence from box supervision,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Discobox: Weakly supervised instance segmentation and semantic correspondence from box supervision,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:54.992848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c1e8f54-f254-4119-a92c-00974ddbbde3 · outbound

This paper cites Beyond semantic to instance segmentation: Weakly-supervised instance segmentation via semantic knowledge transfer and self-refinement,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Beyond semantic to instance segmentation: Weakly-supervised instance segmentation via semantic knowledge transfer and self-refinement,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:54.753668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ff99a213-67a7-4334-80ed-1e66e92eb63b · outbound

This paper cites Class-incremental continual learning for instance segmentation with image-level weak supervision,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Class-incremental continual learning for instance segmentation with image-level weak supervision,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:54.418759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fd9544d9-2893-49f0-8bb3-30945be02ba2 · outbound

This paper cites Learning joint segmentation of tis- sues and brain lesions from task-specific hetero-modal domain-shifted datasets,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Learning joint segmentation of tis- sues and brain lesions from task-specific hetero-modal domain-shifted datasets,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:54.136967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 70dbef99-3a81-4f8d-8457-b41b55901c5e · outbound

This paper cites Deep residual learning for image recognition,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Deep residual learning for image recognition,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:51.193366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c368946-f911-4500-8ccc-587805f22dca · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:51.308866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a533c90-c6ad-4290-ad53-da3e8ce5c31a · outbound

This paper cites Panoptic feature pyramid networks,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Panoptic feature pyramid networks,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:53.861387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8afb02e0-7f8f-483b-a721-0d8092662bc2 · outbound

This paper cites Feature pyramid networks for object detection,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Feature pyramid networks for object detection,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:53.579490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 629f097b-ed5b-4e94-a0b6-b706b0e447af · outbound

This paper cites End-to-end object detection with transformers,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation End-to-end object detection with transformers,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:51.671346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36dfd54b-02f3-4a5b-ac04-09c04ee497a3 · outbound

This paper cites Pointrend: Image segmen- tation as rendering,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Pointrend: Image segmen- tation as rendering,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:53.374946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 08cbc834-3001-4843-b103-306200cc7659 · outbound

This paper cites Polite teacher: Semi-supervised instance segmentation with mutual learning and pseudo-label thresholding,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Polite teacher: Semi-supervised instance segmentation with mutual learning and pseudo-label thresholding,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:53.235146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9a141143-8ab8-4b67-ab24-c59c439ce263 · outbound

This paper cites Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:52.023611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0eef57-d26b-41c4-9262-38f3222feef8 · outbound

This paper cites Segment anything annotator,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Segment anything annotator,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:53.115995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 36dc7a5f-8892-493e-a4a4-d9c7a2100dbf · outbound

This paper cites Segment anything,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Segment anything,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:52.857086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 76c4804b-c25e-4e65-b7f2-eb4c7cc6a34b · outbound

This paper cites Dinov2: Learning robust visual features without supervision,.

SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Dinov2: Learning robust visual features without supervision,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:19:52.664984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers