Paper Citation Record · LEDGER

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction

As of 16 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.18255.

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

pith.paper-citation-record.v1
2412.18255 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:57:11.599375Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

43 of 43 outbound references displayed

verified exact0
verified fuzzy4
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b02f9d4-26f2-4e37-b112-8385e7d2bc4a · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.275532Z

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 146faf7a-ad3b-4443-804e-207c251870e0 · outbound

This paper cites J.; and Goldberger, J.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction J.; and Goldberger, J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:57:12.259678Z

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 a3ad34c5-44eb-42e9-b23f-ab1094fd48f6 · outbound

This paper cites R.; and Blaschko, M.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction R.; and Blaschko, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:57:12.242693Z

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 95d380bc-7f6e-4940-bdf1-fb312b55e6e7 · outbound

This paper cites nuScenes: A multimodal dataset for autonomous driving.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction nuScenes: A multimodal dataset for autonomous driving

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.406344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a5501c-8d38-409f-b04d-eb9e799de25d · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.226618Z

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 3874824b-a6c0-4cce-a723-70cceb0c17ff · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.210655Z

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 38cdc999-5ddd-42fa-aefa-c751351c0e6c · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.194523Z

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 25c84a95-d1f3-45dc-9f2f-6bbcdd09d565 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.178621Z

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 8a6a403e-5de5-4fea-8cc8-1c07d80c2a7f · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.436491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dab8f30-36f7-4967-8bed-7ab1508de8c8 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.441842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f58195-6c45-4214-8a6d-bc079baa8f52 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.446432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf209ab-b7f3-454a-851e-e3eb5fe8c862 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.133815Z

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 68bd41a2-129a-47af-a747-8e92ab9ad904 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.116521Z

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 61e141c0-23a2-443f-852d-1f19a687577f · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.101005Z

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 5c01fe13-37f0-4b8d-89ee-5882c5bbecbf · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.085414Z

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 cd3a422d-fe70-4f81-9f4f-514e41e41d00 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.069692Z

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 3ff11a32-9e60-4f06-bfaa-b5d6f7b6d13f · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.054262Z

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 28708bc9-7ac3-4b7f-bf04-7d7bafefc4f8 · outbound

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

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction C.; Lo, W.-Y.; et al

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.479355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a99f955-68f7-4871-95cc-e4a8a57871f2 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.028579Z

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 ac4485e1-6cb5-45a2-aa7a-ebc22212c566 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:12.013627Z

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 58e7de65-e48b-4956-b6bf-c5acc58173a5 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.997076Z

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 60279c88-591e-493a-b46d-397f26312999 · outbound

This paper cites P.; and Shum, H.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction P.; and Shum, H

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:57:11.979499Z

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 4a6b19d0-b93b-4711-a80a-1b9c1fa864ba · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.963519Z

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 d16ab7a3-ce3f-4588-9944-aa64a7fee2e5 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.947056Z

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 c66a897e-47a7-4695-a7f6-df8e2309dfd1 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.931320Z

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 6b26ab28-2c2b-4f8b-b743-23bf8065a356 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.915249Z

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 575df167-1dd3-4cf6-ad9e-302cf2362d30 · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.521465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0837a415-2e8f-486b-acfe-429b4f82b988 · outbound

This paper cites P.; and Xu, X.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction P.; and Xu, X

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:57:11.889142Z

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 0b56bfed-14d3-4e66-9418-8335fa6d012e · outbound

This paper cites Training Convolutional Networks with Noisy Labels.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Training Convolutional Networks with Noisy Labels

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.530715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d27bf6ea-c88d-49c2-82c8-5dd6d424a478 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.535870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6659bcb9-4e69-47d6-9ea6-56bc55128bb0 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.863198Z

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 8f53eb0f-e1f0-4d6d-ad12-0beb4064dac0 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.848357Z

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 64982a86-f457-4c97-b69f-d9ab51c03092 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.832802Z

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 e3b67130-1148-482c-8352-35f3de2ab2de · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.815510Z

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 dc183129-6433-4e7e-8755-d07b32fabdbf · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.799714Z

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 30520db1-ec14-45a2-9b3b-0be924a7d5e9 · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.783497Z

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 27554204-d0e2-4336-adb4-ab3ce863e5bb · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.768174Z

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 b140be6e-7eef-448a-a67e-3750229fc952 · outbound

This paper cites Fast Segment Anything.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Fast Segment Anything

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.574153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc1ee96-5f21-4f22-ab58-78726194746e · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.751506Z

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 70615e23-b560-4b3a-86c1-538ec8365d1c · outbound

This paper cites C.; and Dai, B.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction C.; and Dai, B

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.584093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1451d67b-9d7d-4b7d-9070-02114c2d3d2a · outbound

This paper cites an unresolved cited work.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:57:11.722224Z

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 b359d95c-2f8d-49e0-88e8-6c329678cc65 · outbound

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

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction , " * write output.state after.block = add.period write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.593962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d7d00ca-97bf-44dd-9dd9-f4d8052ae436 · outbound

This paper cites write newline.

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T04:57:11.599375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.