Paper Citation Record · LEDGER

Learn 3D VQA Better with Active Selection and Reannotation

As of 20 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2507.04630.

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

pith.paper-citation-record.v1
2507.04630 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:48:30.831492Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:33:43.106281Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:33:43.150702Z

Reference resolution

33 of 33 outbound references displayed

verified exact6
verified fuzzy2
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c77ba22-4c7b-48f7-ba6d-d010af3856f2 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:37.738717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f781c880-f4a1-4cb0-93a3-0f21b9affdb9 · outbound

This paper cites Beluch, Tim Genewein, Andreas Nurnberger, and Jan M.

Learn 3D VQA Better with Active Selection and Reannotation Beluch, Tim Genewein, Andreas Nurnberger, and Jan M

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:27.114566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21201159-d4fd-48cf-acc6-9cfa6a68ec59 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:37.530991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 465979d8-92a6-4cbe-abe1-72214828486a · outbound

This paper cites ActiveAnno3D -- An Active Learning Framework for Multi-Modal 3D Object Detection.

Learn 3D VQA Better with Active Selection and Reannotation ActiveAnno3D -- An Active Learning Framework for Multi-Modal 3D Object Detection

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:48:32.069230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 465a4a02-056d-4bf2-8fa1-ee77ac5e2e7f · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:48:34.201098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e55f2132-31de-4ba2-afce-9177cd48e7e7 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:37.303118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c3683ce-5f95-4287-9af4-edff95b63dd3 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:37.089031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a01225d6-9134-42b1-92ef-bcb04731ff28 · outbound

This paper cites VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models.

Learn 3D VQA Better with Active Selection and Reannotation VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:27.827340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 997f2758-b5be-4146-88e5-435e8cf1637e · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:36.898794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d46a2510-c22c-4036-a23d-689d54d85df2 · outbound

This paper cites Lewis and Jason Catlett.

Learn 3D VQA Better with Active Selection and Reannotation Lewis and Jason Catlett

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T19:48:31.794900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d6fcd0c4-41c3-4fa5-adc2-467f9f408e24 · outbound

This paper cites Sparse Semi-Supervised Action Recognition with Active Learning.

Learn 3D VQA Better with Active Selection and Reannotation Sparse Semi-Supervised Action Recognition with Active Learning

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:48:33.896538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1322765d-74d4-423c-9b84-258e2dc8a9aa · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:28.336166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf5fbd0-5f76-4ee5-8012-827d79a55c2c · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T19:48:31.551396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6ccee059-b888-4fd4-97db-6edea08991a4 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:48:33.557880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f2eb74ee-533b-40ea-ab81-91fffcf1f355 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:36.663388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b682044-e8fa-4b72-bfeb-d13fb59e39b4 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:36.472334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation effef098-fcb3-4e8a-8408-4789da3529a7 · outbound

This paper cites McDuff, and Yale Song.

Learn 3D VQA Better with Active Selection and Reannotation McDuff, and Yale Song

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:36.265877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a6f6ce15-5d69-4c9f-bd02-ca30da60ef61 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:36.067154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 014749f5-4bfc-43b4-8b1a-003ad7983586 · outbound

This paper cites CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation.

Learn 3D VQA Better with Active Selection and Reannotation CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:48:33.262047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ddb46ec4-c69e-4eb7-89f7-672a869e377b · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:35.839166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5f91cb54-3424-4f3f-9549-aaf3877c061d · outbound

This paper cites Best Practices in Active Learning for Semantic Segmentation.

Learn 3D VQA Better with Active Selection and Reannotation Best Practices in Active Learning for Semantic Segmentation

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:48:33.009931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c49592a4-f2f0-417d-891b-13007d60c70d · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T19:48:31.307957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3eb6f5b2-1bdb-4d8e-846c-b42a9010f4fe · outbound

This paper cites Nguyen and Arnold Smeulders.

Learn 3D VQA Better with Active Selection and Reannotation Nguyen and Arnold Smeulders

Reference 23

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:48:32.677827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7314e413-5341-435f-95b6-642026bc171e · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:35.622730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a17feaa4-44b9-40fb-857f-1c5c82d06eb2 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:35.379969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 48334a21-0bed-4831-93cc-b954d78851f9 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 26

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T19:48:32.353078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a7bef1d1-26ce-4701-982e-dbd7695ad0a2 · outbound

This paper cites Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification.

Learn 3D VQA Better with Active Selection and Reannotation Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:48:31.094397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9f91739e-9e1d-4f85-af5c-66f141d8b02f · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:35.219572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fc42ef43-04bd-40ea-980e-0de12a6e9819 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:48:30.369960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d37d4027-d753-41bf-831c-5a6a3c3400d7 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:35.049810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7d688466-85c8-4c63-bed6-d5058aee92df · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:34.840318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2f7d01f7-8df3-44f5-b9da-7dfba095a0a6 · outbound

This paper cites an unresolved cited work.

Learn 3D VQA Better with Active Selection and Reannotation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:48:34.662802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0271eafb-8d53-4182-92d3-9cb7002c871f · outbound

This paper cites yes, ” regardless of the actual question. In these scenes, the model finds it optimal to memorize the scene pat- tern and answer “yes.

Learn 3D VQA Better with Active Selection and Reannotation yes, ” regardless of the actual question. In these scenes, the model finds it optimal to memorize the scene pat- tern and answer “yes

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:48:34.452393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 641a8db5-a3c3-414e-bf9a-a1b9ab475261 · inbound

Advancing 3D Scene Understanding with MV-ScanQA Multi-View Reasoning Evaluation and TripAlign Pre-training Dataset cites this paper.

Advancing 3D Scene Understanding with MV-ScanQA Multi-View Reasoning Evaluation and TripAlign Pre-training Dataset Learn 3D VQA Better with Active Selection and Reannotation

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:33:43.153938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.