Paper Citation Record · LEDGER

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection

As of 13 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2412.12892.

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

pith.paper-citation-record.v1
2412.12892 v3

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:40:44.590987Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

44 of 44 outbound references displayed

verified exact1
verified fuzzy2
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c714820d-e0e9-4273-b5c5-61ff318198b8 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.404727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e374cd48-982d-4caf-8921-f0f0f238828a · outbound

This paper cites write newline.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.409542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e128f33-09ac-495d-87f2-be280c590ee3 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.414100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a999df3b-1317-4576-9df7-64584b9e6717 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:45.051513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 74f02b2a-5a43-47a7-811c-a599c284007a · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:45.040000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c18f3295-285d-4ca5-b41a-ed13cae8f7ce · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:45.028317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e9e1ac0e-232b-437a-b747-47b0817a881c · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:45.017183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8836d858-f26e-403a-920f-03bd7c63f3e6 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:45.006274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eb6c83e1-4881-45fb-99bb-1322f9861ceb · outbound

This paper cites K.; Winn, J.; and Zisserman, A.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection K.; Winn, J.; and Zisserman, A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.444202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c7fef84-e863-4319-a2c9-70e8ba2f3b48 · outbound

This paper cites Boosting Medical Image Classification with Segmentation Foundation Model.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Boosting Medical Image Classification with Segmentation Foundation Model

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.448471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad66aa3f-7061-41b0-8fae-e2587b51e82e · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.988950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9bef7753-9472-4d65-9d79-fa548c7dd967 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.977657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 652fb4f3-21a5-47f4-b8a3-79a53fefd321 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.966041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 77317211-f22f-4384-a5af-223faa2a01f5 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.466396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75160356-1f4b-47e0-8e4d-c5eca189a96d · outbound

This paper cites B.; et al.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection B.; et al

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:44.948007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 25c6e246-e171-486a-a129-919c8ea3005e · outbound

This paper cites C.; Lo, W.-Y.; et al.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection C.; Lo, W.-Y.; et al

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.474196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7e9a14e-eace-423d-a57b-1b7e071af964 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.930072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ff60f00c-4df5-496e-8f68-07deb78e5752 · outbound

This paper cites Pushing the Boundaries of Boundary Detection using Deep Learning.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Pushing the Boundaries of Boundary Detection using Deep Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.482459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ae61e12-bbd6-4b1a-9f73-520d6840bbd9 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.918220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9af945b6-cf97-4812-8c5a-b1dc50cc5fcd · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.490971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 322dcdb5-4fa5-43a1-ad0d-1cf0148592c8 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.900931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6937d448-5c45-407c-85ee-6fbb17b8fc85 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.498644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a399c688-60b8-4c40-b32a-c7daac291a04 · outbound

This paper cites A.; Kim, J.; McGill, M.; Guo, Y.; and Serre, T.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection A.; Kim, J.; McGill, M.; Guo, Y.; and Serre, T

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:44.882895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 797d71dc-9568-420d-a2a9-116768211ca9 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.870907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 370615d2-aaaa-4e70-b33f-bfc3398fc627 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.510240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e56854-8ce8-4ac5-b05f-81b314852adb · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.853544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e7eae57a-a13f-46b6-8e50-8792a768a9bd · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.842039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aba0272b-fb01-47e7-8852-a6026feb8a89 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.830826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1da1980c-f158-4660-8ce8-6a9dbe772fa5 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.818946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81e4e041-7062-42fe-9d32-b191d2e4cf4c · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.529862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b34dda0-8782-4941-9ebc-9387897e937e · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.808320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6f1d661c-6db2-4ad0-ba5e-243f77cf9f2b · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.797927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a5f014a9-97e1-48d2-b361-0c5ea2814a0b · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.787273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 22f77108-083e-4028-90fe-4da49d5108cf · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.775869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db6d371f-f77d-4bc2-ab98-7cbe5b77bf9f · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.763995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5eaaae23-5eac-422f-ba78-a9383e9d48a3 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.752748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 16c5784d-1d6f-491b-9175-d42af88d35d0 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.740438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ac00284-840e-42fb-90f4-71d2c7eca364 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.728044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2fb91dda-20b5-40a2-8220-edeee7735c7a · outbound

This paper cites Inpaint Anything: Segment Anything Meets Image Inpainting.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Inpaint Anything: Segment Anything Meets Image Inpainting

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.569558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c8173e-557f-4157-a71a-8143f44c2845 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.716237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 73b20a6e-1396-4add-9ee5-d4745ecb243a · outbound

This paper cites W.; Arora, A.; Khan, S.; Hayat, M.; Khan, F.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection W.; Arora, A.; Khan, S.; Hayat, M.; Khan, F

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:44.577909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 734aa536-2b7f-4055-b093-80dfc54a2522 · outbound

This paper cites IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:40:44.628441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 96d5c52c-0216-43f9-8aba-32d0565438b9 · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.697552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 21b4e06c-2d2c-4f40-8c5d-8cbe867a4f9b · outbound

This paper cites an unresolved cited work.

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:44.685567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.