Paper Citation Record · LEDGER

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.23694.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.23694 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T15:42:49.143667Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d2f2859-9df4-4586-828e-54a1e1ba174b · outbound

This paper cites 2018 Robotic Scene Segmentation Challenge.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation 2018 Robotic Scene Segmentation Challenge

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:48.962379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fa0f401-a424-4eb6-af74-215c9690ddbc · outbound

This paper cites In: European conference on computer vision.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: European conference on computer vision

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:48.969430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01bfeb05-a5b6-4837-855d-0deaf8c06d0e · outbound

This paper cites SAM 3: Segment Anything with Concepts.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation SAM 3: Segment Anything with Concepts

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:48.976593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5710fac9-e0fe-47cb-aac4-2c920c187b4b · outbound

This paper cites In: European conference on computer vision.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: European conference on computer vision

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:48.983096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ab8a48-2a4d-4dc7-a703-caead0371204 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:48.990478Z

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Unavailable: canonical work link unavailable.

Observation 5531fdef-d3a4-44ac-8805-00c1730041af · outbound

This paper cites Nature machine intelligence5(3), 220–235 (2023).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation Nature machine intelligence5(3), 220–235 (2023)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:48.999130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6e5fed-bfb2-4604-bc05-dd6451915c3a · outbound

This paper cites arXiv preprint arXiv:2601.10880 (2026).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation arXiv preprint arXiv:2601.10880 (2026)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.004620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96044169-eaee-476a-b55f-54d7acd775a7 · outbound

This paper cites Medical Image Analysis71, 102053 (2021).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation Medical Image Analysis71, 102053 (2021)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.008628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d024426b-2616-4297-8eeb-1bcd0ee45f71 · outbound

This paper cites IEEE Transactions on Biomedical Engineering69(3), 1173–1185 (2021).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation IEEE Transactions on Biomedical Engineering69(3), 1173–1185 (2021)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.013438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc16df4e-f836-4f5f-8669-1f99c5fbb0a8 · outbound

This paper cites In: Proceedings of the IEEE/CVF winter conference on applications of computer vi- sion.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: Proceedings of the IEEE/CVF winter conference on applications of computer vi- sion

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.019397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b33b222-6955-45f7-90a7-35d303be377c · outbound

This paper cites CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.023185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ec9849-1b27-43f1-a7d4-407bd1e4a0f8 · outbound

This paper cites Iclr1(2), 3 (2022) 10 C.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation Iclr1(2), 3 (2022) 10 C

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.028553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b2ee5c-2413-4b5c-a151-e29d2faf2775 · outbound

This paper cites ACM Transactions on Graphics (TOC)37(4), 1–14 (2018).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation ACM Transactions on Graphics (TOC)37(4), 1–14 (2018)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.036454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e08e389-12aa-49c4-9c7d-fd0d36644571 · outbound

This paper cites In: ICASSP 2020-2020 IEEE international conference on acoustics, speech and signal processing (ICASSP).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: ICASSP 2020-2020 IEEE international conference on acoustics, speech and signal processing (ICASSP)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.042149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f8c46f-8ce8-4c33-ac47-7c38ef30f8b3 · outbound

This paper cites In: Medical Image Computing and Computer Assisted Inter- vention (MICCAI).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: Medical Image Computing and Computer Assisted Inter- vention (MICCAI)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.048874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3b7115-479a-4e60-b45a-49d1f49960ee · outbound

This paper cites In: Medical Image Computing and Computer-Assisted Intervention (MICCAI).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: Medical Image Computing and Computer-Assisted Intervention (MICCAI)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.057056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b26f8d-2455-4bff-8699-823b989cb588 · outbound

This paper cites ACM Trans.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation ACM Trans

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.062538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 541e2d13-b92d-43b0-b8b1-b8d3f4e007dd · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.070159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 813ddab6-f7a6-41d4-bb0d-7559f28752f8 · outbound

This paper cites EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.075018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88578dc7-d514-4bc7-872d-e472ec94f2e3 · outbound

This paper cites Nature communications15(1), 654 (2024).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation Nature communications15(1), 654 (2024)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.081363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ec8f99a-d2ee-4c2d-96f2-75ae918c1a99 · outbound

This paper cites MedSAM2: Segment Anything in 3D Medical Images and Videos.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation MedSAM2: Segment Anything in 3D Medical Images and Videos

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.087563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a07fe81-585f-4409-9ad0-413fb5646cbc · outbound

This paper cites In: 2016 fourth international confer- ence on 3D vision (3DV).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: 2016 fourth international confer- ence on 3D vision (3DV)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.095461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc94f90-af97-4a63-956f-47ac708ac8a6 · outbound

This paper cites In: International conference on machine learning.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: International conference on machine learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.102023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 279a57a8-b0b9-4cf6-b6aa-d9129b55c49c · outbound

This paper cites In: International Conference on Learning Representations.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: International Conference on Learning Representations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.106322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c8681dc-706e-4aae-b025-e5d57d0fabe9 · outbound

This paper cites In: International Conference on Medical image computing and computer-assisted intervention.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: International Conference on Medical image computing and computer-assisted intervention

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.113100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a546b14c-5c73-48a0-866a-e07958b2f05c · outbound

This paper cites Radiology: Artificial Intelligence 5(5), e230024 (2023).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation Radiology: Artificial Intelligence 5(5), e230024 (2023)

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.121364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4901a7f4-180e-4aef-82d1-d1ae88d158ac · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.125558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ffa89b6-ff79-42bb-9ae4-37b9bf98a163 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition (CVPR).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation In: Proceedings of the Computer Vision and Pattern Recognition (CVPR)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.131353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08f4bf86-c8f2-4b48-aa95-955e567edd72 · outbound

This paper cites Medical Image Analysis105, 103644 (2025).

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation Medical Image Analysis105, 103644 (2025)

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.137767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b75753-d804-450d-8b7a-0a459c053399 · outbound

This paper cites Medical SAM 2: Segment medical images as video via Segment Anything Model 2.

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation Medical SAM 2: Segment medical images as video via Segment Anything Model 2

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T15:42:49.143667Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.