Paper Citation Record · LEDGER

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation

As of 7 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2506.05396.

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

pith.paper-citation-record.v1
2506.05396 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:09:04.981807Z

measured 16 of 16 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

16 of 16 outbound references displayed

verified exact0
verified fuzzy8
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2dea80fc-fbbc-408f-a424-23250632ac6d · outbound

This paper cites arXiv preprint arXiv:2411.19331 (2024).

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation arXiv preprint arXiv:2411.19331 (2024)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:03.083289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62dc398d-b2a1-4ea1-9670-58e11b786396 · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:03.190376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553c802f-abb9-44bc-9c8b-4fe0fa719e1f · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:06.785803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b56769c-1da3-4250-bfa4-c2bd3f8f2a44 · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:06.616163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ac497663-2bff-4896-8ab6-9d57a7376006 · outbound

This paper cites Advances in Neural Information Processing Systems36, 29914–29934 (2023).

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation Advances in Neural Information Processing Systems36, 29914–29934 (2023)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:06.412912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b440bf98-c957-4e8a-824b-750ea6b51807 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023).

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:06.180899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff1394ae-e50e-4832-87cc-8492a16e5785 · outbound

This paper cites Language-driven Semantic Segmentation.

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation Language-driven Semantic Segmentation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:03.872460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25594466-1a99-4bd3-a4f2-c75ae24dc792 · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:05.959771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25d42468-e165-4380-81a5-4ab9d985afff · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recog- nition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:04.102616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4c601de-44ee-44a9-ab34-02b97a181191 · outbound

This paper cites In: European Conference on Computer Vision.

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: European Conference on Computer Vision

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:04.246495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cd6b332-a010-47e2-a550-59fb406e06bc · outbound

This paper cites In: International conference on machine learning.

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: International conference on machine learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:05.744140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 521a4c59-f390-46b0-bd7a-2088643314b9 · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recog- nition

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:04.520629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de5c938a-b7ed-4a8f-a9f6-4f1eeaf7bc96 · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:05.579942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f9f18726-5fdf-4825-a7a8-e37477c79f04 · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:04.743447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af76785f-33e6-4e14-b4b8-5798e5f0e8ef · outbound

This paper cites In: European Conference on Computer Vision.

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: European Conference on Computer Vision

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:09:05.401969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f26673e-86db-4d09-88ff-aba7c6c26bcb · outbound

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

Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object Segmentation In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:04.981807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.