Paper Citation Record · LEDGER

DC-Scene: Data-Centric Learning for 3D Scene Understanding

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 5 inbound Pith citation observations for arXiv:2505.15232.

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

pith.paper-citation-record.v1
2505.15232 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:53.124448Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:49:46.926492Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:04:39.334589Z

Reference resolution

36 of 36 outbound references displayed

verified exact5
verified fuzzy13
unresolved15
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa1094bb-e7d6-4cfd-b7f4-b56dc6180eff · outbound

This paper cites Referit3d: Neural listeners for fine-grained 3d object identification in real- world scenes.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Referit3d: Neural listeners for fine-grained 3d object identification in real- world scenes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:57.707974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3357db62-e625-4cf4-9824-1bc9538ce272 · outbound

This paper cites Leveraging self-paced semi-supervised learning with prior knowledge for 3d object detection on a lidar-camera system.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Leveraging self-paced semi-supervised learning with prior knowledge for 3d object detection on a lidar-camera system

Reference 2

Resolution: verified exact; doi, observed 2026-08-07T15:26:54.064623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80d4bc5d-70f2-496a-ae08-c86255ee387c · outbound

This paper cites Scanqa: 3d question answering for spatial scene understanding.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Scanqa: 3d question answering for spatial scene understanding

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:49.714641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e39df8ce-072a-4a1e-ab4f-be1439f0f3b3 · outbound

This paper cites METEOR: An automatic metric for MT evaluation with improved correlation with human judgments.

DC-Scene: Data-Centric Learning for 3D Scene Understanding METEOR: An automatic metric for MT evaluation with improved correlation with human judgments

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:57.506257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 51d2ad2e-d31d-439e-9499-3bbdd84db02f · outbound

This paper cites Curriculum learning.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Curriculum learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:49.933464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10554952-f0be-4279-9213-ad9d9138ce33 · outbound

This paper cites Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:50.024332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d42139-ce94-45f9-85d5-3a52e3400988 · outbound

This paper cites MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule.

DC-Scene: Data-Centric Learning for 3D Scene Understanding MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:50.141634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 703f5852-9581-41e7-8372-15adb0fed33b · outbound

This paper cites Scanrefer: 3d object local- ization in rgb-d scans using natural language.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Scanrefer: 3d object local- ization in rgb-d scans using natural language

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:57.339755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 150b2214-50d8-468f-8c57-f63aedd7638b · outbound

This paper cites D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding.

DC-Scene: Data-Centric Learning for 3D Scene Understanding D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:50.349909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe59c19f-8c83-43e5-9094-fd149b09d2c0 · outbound

This paper cites an unresolved cited work.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:26:54.754408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f9e9b4f1-32a4-42c5-a38c-eff72b078fa6 · outbound

This paper cites End- to-end 3d dense captioning with vote2cap-detr.

DC-Scene: Data-Centric Learning for 3D Scene Understanding End- to-end 3d dense captioning with vote2cap-detr

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:50.526384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d4c34c6-5b9f-44c9-ac8f-b538923391cb · outbound

This paper cites V ote2cap-detr++: Decoupling localization and describing for end-to-end 3d dense captioning.

DC-Scene: Data-Centric Learning for 3D Scene Understanding V ote2cap-detr++: Decoupling localization and describing for end-to-end 3d dense captioning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:50.634869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3069ab7-9d8e-4e8d-804b-61a089966410 · outbound

This paper cites Tightcap: 3d human shape capture with clothing tightness field.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Tightcap: 3d human shape capture with clothing tightness field

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:57.126442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8085e3b-3afc-43a7-aec1-c04183fb5e0b · outbound

This paper cites Sportscap: Monocular 3d human motion capture and fine-grained understanding in challeng- ing sports videos.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Sportscap: Monocular 3d human motion capture and fine-grained understanding in challeng- ing sports videos

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:56.892942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 43304b8f-70e7-4aeb-ad4e-8e6bef68a48f · outbound

This paper cites Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, and Matthias Nießner.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, and Matthias Nießner

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:50.951831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b5464cd-1f29-4547-9706-605214c2c04b · outbound

This paper cites Scene-llm: Extend- ing language model for 3d visual reasoning.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Scene-llm: Extend- ing language model for 3d visual reasoning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:56.718530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a3c1de17-0300-4299-9f16-94523ebd6244 · outbound

This paper cites 3D CoCa: Contrastive Learners are 3D Captioners.

DC-Scene: Data-Centric Learning for 3D Scene Understanding 3D CoCa: Contrastive Learners are 3D Captioners

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:51.170268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa011f6d-8a59-45f7-9bad-40edbd02e863 · outbound

This paper cites Sceneverse: Scaling 3d vision-language learning for grounded scene understanding.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Sceneverse: Scaling 3d vision-language learning for grounded scene understanding

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:56.551014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 61e0c71d-58c3-40ed-8701-8a2c69f23f80 · outbound

This paper cites More: Multi-order relation mining for dense captioning in 3d scenes.

DC-Scene: Data-Centric Learning for 3D Scene Understanding More: Multi-order relation mining for dense captioning in 3d scenes

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T15:26:56.362359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8dade158-1c9e-408c-b25f-e2dee8f05433 · outbound

This paper cites Tod3cap: Towards 3d dense captioning in outdoor scenes.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Tod3cap: Towards 3d dense captioning in outdoor scenes

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:51.503663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9defbe52-80fe-409b-b493-7fc059f2adc9 · outbound

This paper cites Duoduo clip: Efficient 3d under- standing with multi-view images.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Duoduo clip: Efficient 3d under- standing with multi-view images

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:56.139402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c0ac162d-17dc-420f-8a83-a785f5f0968d · outbound

This paper cites Point cloud instance segmentation with semi-supervised bounding-box min- ing.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Point cloud instance segmentation with semi-supervised bounding-box min- ing

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:55.968230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5e0cddec-d4a0-45aa-9849-c015a4761447 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

DC-Scene: Data-Centric Learning for 3D Scene Understanding ROUGE: A package for automatic evaluation of summaries

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:55.816726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 24b646e8-201f-4062-a0f2-ecd1839a0d06 · outbound

This paper cites View selection for 3d captioning via diffusion ranking.

DC-Scene: Data-Centric Learning for 3D Scene Understanding View selection for 3d captioning via diffusion ranking

Reference 24

Resolution: verified exact; doi, observed 2026-08-07T15:26:53.856471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 167fd060-4958-473b-b1af-9bbd11db0d31 · outbound

This paper cites SQA3D: Situated Question Answering in 3D Scenes.

DC-Scene: Data-Centric Learning for 3D Scene Understanding SQA3D: Situated Question Answering in 3D Scenes

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:51.975970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fb14b19-13a5-48fd-814f-fdbefe5f8e88 · outbound

This paper cites Bleu: a method for au- tomatic evaluation of machine translation.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Bleu: a method for au- tomatic evaluation of machine translation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:52.072673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc8a084-a645-44f1-839c-4c0f70bd5226 · outbound

This paper cites Dense multimodal alignment for open-vocabulary 3d scene understanding.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Dense multimodal alignment for open-vocabulary 3d scene understanding

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:55.652933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da5a2097-b13a-4000-9eee-19e774419395 · outbound

This paper cites Curriculum learning: A survey.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Curriculum learning: A survey

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T15:26:53.603908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9910eece-4a65-45a6-af10-0dabef8bb079 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Lawrence Zitnick, and Devi Parikh

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:52.459540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05317bb5-a672-42a3-891d-a48da2c20d97 · outbound

This paper cites Spatiality-guided trans- former for 3d dense captioning on point clouds.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Spatiality-guided trans- former for 3d dense captioning on point clouds

Reference 30

Resolution: verified exact; doi, observed 2026-08-07T15:26:53.375185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8002b442-f5d6-45e1-85e7-303d57d42dc9 · outbound

This paper cites Open vocabulary 3d scene understanding via geometry guided self-distillation.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Open vocabulary 3d scene understanding via geometry guided self-distillation

Reference 31

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T15:26:55.441232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4e729eaf-974c-418c-be26-0e3956807160 · outbound

This paper cites Dcnet: Large-scale point cloud semantic segmentation with discriminative and efficient feature aggregation.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Dcnet: Large-scale point cloud semantic segmentation with discriminative and efficient feature aggregation

Reference 32

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T15:26:54.320962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 005fefa9-e579-490c-b369-ccb5f30d1878 · outbound

This paper cites Meddet: Generative adversarial distillation for efficient cervical disc herniation detection.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Meddet: Generative adversarial distillation for efficient cervical disc herniation detection

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:55.221908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7472c8d1-832d-4829-a5f8-87f1ea96428b · outbound

This paper cites PedDet: Adaptive Spectral Optimization for Multimodal Pedestrian Detection.

DC-Scene: Data-Centric Learning for 3D Scene Understanding PedDet: Adaptive Spectral Optimization for Multimodal Pedestrian Detection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:53.021602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d7dc6b1-2127-4af9-a5f0-c2d91216e5c2 · outbound

This paper cites Cur- ricular object manipulation in lidar-based object detection.

DC-Scene: Data-Centric Learning for 3D Scene Understanding Cur- ricular object manipulation in lidar-based object detection

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:26:55.004061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 72ec07b9-d372-44db-9ba1-723c8261060e · outbound

This paper cites URL http://dx.doi.org/10.

DC-Scene: Data-Centric Learning for 3D Scene Understanding URL http://dx.doi.org/10

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:50.871125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f3984c54-92ce-43b4-b1e2-c0987b8b5f55 · inbound

3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding cites this paper.

3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding DC-Scene: Data-Centric Learning for 3D Scene Understanding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T10:49:46.926492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b58e7ea-5237-4524-a269-f9889b875a63 · inbound

Nav-R1: Reasoning and Navigation in Embodied Scenes cites this paper.

Nav-R1: Reasoning and Navigation in Embodied Scenes DC-Scene: Data-Centric Learning for 3D Scene Understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T17:31:40.726038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e02fe53-9b0b-4661-8468-f0fdab1f9c13 · inbound

UniMesh: Unifying 3D Mesh Understanding and Generation cites this paper.

UniMesh: Unifying 3D Mesh Understanding and Generation DC-Scene: Data-Centric Learning for 3D Scene Understanding

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:56:47.335709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 99a746a1-d813-427d-8906-1105caa2fb4f · inbound

PhysEditWorld: A Large-Scale Dataset Toward Physics-Editable World Models cites this paper.

PhysEditWorld: A Large-Scale Dataset Toward Physics-Editable World Models DC-Scene: Data-Centric Learning for 3D Scene Understanding

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:04:39.336112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4788b30a-fbe9-49ae-a47d-90ac4ef8cef6 · inbound

ConsiSpace: Learning Geometric Consistency Matters for Video Spatial Reasoning cites this paper.

ConsiSpace: Learning Geometric Consistency Matters for Video Spatial Reasoning DC-Scene: Data-Centric Learning for 3D Scene Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T17:36:37.820236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.