Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:19:52.221498Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.19592.
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 2026-08-06T14:19:52.221498Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 647f695d-98ff-4b77-904b-d3cfaf62d9dc · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Robotic assisted minimally invasive surgery,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a09e2cf1-4782-4d8e-b8f0-099b72793b86 · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation 2018 robotic scene segmentation challenge,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 62d856c8-84c9-4e28-8d56-4d90508a538a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 05cb7199-66c6-420a-adbd-5abaa03ca495 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e186495c-871a-4dad-a1ef-42fcb2d5c1e4 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bd3f1c44-4a34-4c16-aaa2-79fcb6ad9ef3 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8563fb38-36ea-43c8-8909-7c30b9c21ac2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0ad70e91-ca4f-48fe-8db1-8efd4b9ba3f7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 62855df4-33db-4b19-be4b-950c31a89fda · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation af227b44-5e61-4c88-be4d-7ebe5eed4b40 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 35427e35-41e1-4e44-97a7-9e1fa8bdcf4e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 23d0c1f4-fd96-4a38-8175-c1fe676abe85 · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation 2017 robotic instrument segmentation challenge,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a26f7b9a-1eb5-4616-8885-0fca40a1319b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b5fe1708-6a00-4dd6-9abe-a59b68447dcb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b4db12d-a674-4423-8794-42058fc49522 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 999acc41-0a72-4371-a0ac-af5989f29010 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 030f09a8-ed93-4e83-8a9b-8ec2d3c580c7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cc531c7c-18cd-4320-a56b-8152f828bb0b · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Instances as queries,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 503d9814-2cfb-4238-94eb-7dee4abb80c0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9da5de99-0b0f-48ca-b9fd-d3f76bcf571c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ab4293ea-7930-421a-abd4-8474a0721c50 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93c38869-44bb-4f44-b583-f29034665c48 · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Robust medical instrument segmentation challenge 2019,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6e40c7fc-25ab-4267-ac83-b580b378b01b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4e631bdb-e547-4268-be24-0930884ad2fc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8696096b-a7a1-46be-8aa8-ff4fd89be50b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dfd066cf-7a9d-4eec-a733-71a9d2b9be33 · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Part-aware panoptic segmentation,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1a02b184-dfdb-4248-bb89-54af6a91422a · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Panoptic segmentation,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 345b3daa-8695-4afc-95b0-aa172da3f167 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d536fb2f-a21c-474c-be64-4b55cafee885 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3820aba9-8be1-496f-b32e-a4b7d6e55e06 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a167b5cd-1cb8-4d4c-8297-620adac45f77 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation df0b49b0-d2e9-4a35-8fe0-4e93a0df8f32 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4110d556-70ec-49ad-9274-f6721a5dbb11 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 577d5c32-c9ef-4afe-bf30-74369faecc1a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc04012f-4d80-4aee-a9be-c64289d01b82 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 988dcd07-f5a8-4311-9a6f-a9123494b65c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2af96540-068b-4264-8be2-eca0780b879c · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Pointly-supervised instance seg- mentation,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6cecd1d4-d088-4da2-9ee6-d2716e0910d4 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1c1e8f54-f254-4119-a92c-00974ddbbde3 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ff99a213-67a7-4334-80ed-1e66e92eb63b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fd9544d9-2893-49f0-8bb3-30945be02ba2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 70dbef99-3a81-4f8d-8457-b41b55901c5e · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Deep residual learning for image recognition,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c368946-f911-4500-8ccc-587805f22dca · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a533c90-c6ad-4290-ad53-da3e8ce5c31a · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Panoptic feature pyramid networks,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8afb02e0-7f8f-483b-a721-0d8092662bc2 · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Feature pyramid networks for object detection,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 629f097b-ed5b-4e94-a0b6-b706b0e447af · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36dfd54b-02f3-4a5b-ac04-09c04ee497a3 · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Pointrend: Image segmen- tation as rendering,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 08cbc834-3001-4843-b103-306200cc7659 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9a141143-8ab8-4b67-ab24-c59c439ce263 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba0eef57-d26b-41c4-9262-38f3222feef8 · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Segment anything annotator,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 36dc7a5f-8892-493e-a4a4-d9c7a2100dbf · outbound
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance Segmentation Segment anything,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 76c4804b-c25e-4e65-b7f2-eb4c7cc6a34b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.