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Paper Citation Record · LEDGER

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations

As of 20 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2506.21357.

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

pith.paper-citation-record.v1
2506.21357 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:33:36.957678Z

measured 52 of 52 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 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

52 of 52 outbound references displayed

  • verified exact0
  • verified fuzzy39
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b43a0671-ba8c-4901-8477-5efbb2f5f529 · outbound

This paper cites Hewett, Mojan Javaheripi, Piero Kauffmann, James R.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Hewett, Mojan Javaheripi, Piero Kauffmann, James R

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:45.171239Z

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.

source=pdf_text observed=2026-08-06T22:33:32.962038Z digest=sha256:cb2cf82088f34f1d63af940ca1cd51df1fcf0056dbb6c9d8cceed4e2b1dd187c

Observation 536f1877-aee2-4166-b587-6fa030a2fa6d · outbound

This paper cites Scenescript: Reconstructing scenes with an autoregressive structured language model, 2024.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Scenescript: Reconstructing scenes with an autoregressive structured language model, 2024

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:44.963172Z

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.

source=pdf_text observed=2026-08-06T22:33:33.015623Z digest=sha256:fe29e679ac77861d31ee6ce7da643afb5d8c390104cc9be01e1aafd3a8adac34

Observation f7c27e90-fb14-4bfc-a08a-6fd9cf5e42b7 · outbound

This paper cites Matterport3D: Learning from RGB-D Data in Indoor Environments.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Matterport3D: Learning from RGB-D Data in Indoor Environments

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:33.120433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:33.120433Z digest=sha256:ede1a27927475449600054056f09ee1eddec65cc9070a033b141585da8e2158e

Observation 5b94ffa3-bdae-46b8-9058-74fce77656f3 · outbound

This paper cites Knowledge-embedded routing network for scene graph gen- eration.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Knowledge-embedded routing network for scene graph gen- eration

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:44.723654Z

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.

source=pdf_text observed=2026-08-06T22:33:33.252441Z digest=sha256:6bb1f0628a976cc77d33d38c810626838f1534fed513c543b25354ed690d4bb9

Observation 635725d9-d02c-4ca5-9884-0745df977455 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:33.419491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:33.419491Z digest=sha256:63629c7bb07dc62934007138e3f855803ccd5218bd006c33129721ad58102f6e

Observation 62708595-4b86-4b24-99d6-7805dc9f03d7 · outbound

This paper cites Procthor: Large-scale embodied ai using procedural genera- tion, 2022.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Procthor: Large-scale embodied ai using procedural genera- tion, 2022

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:44.568342Z

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.

source=pdf_text observed=2026-08-06T22:33:33.566016Z digest=sha256:fab504ac46f0e23442b1a80cd602225c7b979321b00129048d8db0ed7bdaea39

Observation 815d966f-40ff-4fbd-85ac-e3acfd01c86f · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations An image is worth 16x16 words: Transformers for image recognition at scale

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:44.345196Z

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.

source=pdf_text observed=2026-08-06T22:33:33.649992Z digest=sha256:3369873d83d48358a7a384973ef803be5b18e9f4bf5af1b97f093bdd75a5be1d

Observation 3a4ced99-9586-4ea0-8db7-6387c8b38bfa · outbound

This paper cites Viewer-centered object represen- tation in the human visual system revealed by viewpoint af- tereffects.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Viewer-centered object represen- tation in the human visual system revealed by viewpoint af- tereffects

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:44.163033Z

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.

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Observation d96f4917-a35c-47e7-a863-be1f3b43f163 · outbound

This paper cites Cypher: An evolving query language for property graphs.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Cypher: An evolving query language for property graphs

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:43.908492Z

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.

source=pdf_text observed=2026-08-06T22:33:33.868394Z digest=sha256:1cfcdb61a46829b85371da614175a97f014afb08e0970f5b0b94c5f55651327c

Observation 1d628ed9-5d43-45ac-ad1d-16ea9ad6288b · outbound

This paper cites Fast r-cnn.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Fast r-cnn

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:33.949769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:33.949769Z digest=sha256:225d096d30b2239f7a5d7adca4b8bfccf542271adca164786bf88e8457567cbb

Observation c921e022-a4be-4abe-9cb2-71a53e9e0be4 · outbound

This paper cites Tenenbaum, Antonio Torralba, Florian Shkurti, and Liam Paull.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Tenenbaum, Antonio Torralba, Florian Shkurti, and Liam Paull

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:43.725544Z

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.

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Observation 23e8d551-2b3b-49d3-9129-7654e8c64538 · outbound

This paper cites Scenenet: An annotated model generator for indoor scene understanding.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Scenenet: An annotated model generator for indoor scene understanding

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:43.524725Z

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.

source=pdf_text observed=2026-08-06T22:33:34.078144Z digest=sha256:4f93984eefe1610989ba4831ff2f0ed9165123c8e5a50df947d5124757e36fc6

Observation 46fbb3f7-b628-49fc-b281-c30ea0accfa0 · outbound

This paper cites Scene graph reasoning for visual ques- tion answering, 2020.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Scene graph reasoning for visual ques- tion answering, 2020

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:43.287824Z

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.

source=pdf_text observed=2026-08-06T22:33:34.145618Z digest=sha256:7d1e47639973deef2baf2ff96624e14601a567fc1666cb4dcdd795ac1d1fd66b

Observation 00e092b9-e958-4c7e-9513-5e973ac4ba13 · outbound

This paper cites Explainable and ex- plicit visual reasoning over scene graphs.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Explainable and ex- plicit visual reasoning over scene graphs

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:43.070637Z

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.

source=pdf_text observed=2026-08-06T22:33:34.207520Z digest=sha256:2ecd8f735f3852be41806c23abbd9893ece99fff32c637a6dc40b775c7bca9e8

Observation 4172307b-8267-43ee-8e86-5ea72e21bbfd · outbound

This paper cites Sapiens: Foundation for human vision mod- els, 2024.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Sapiens: Foundation for human vision mod- els, 2024

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:42.879652Z

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.

source=pdf_text observed=2026-08-06T22:33:34.284229Z digest=sha256:90ec66847fe5db176c942a1c325120b1ff78beb80d5c1cacdb435b31a05aab89

Observation e71370e2-cd6e-48ec-8ed2-e094cc96acea · outbound

This paper cites Shamma, Michael S.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Shamma, Michael S

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:42.666559Z

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.

source=pdf_text observed=2026-08-06T22:33:34.360755Z digest=sha256:c67dce838250671e91dff78fd660ad0e57656147a272437060a29b85233fedda

Observation 2c1d7700-25f0-44ff-888d-4fbc9a8a7267 · outbound

This paper cites Panoptic scene graph generation with semantics-prototype learning, 2024.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Panoptic scene graph generation with semantics-prototype learning, 2024

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:42.414850Z

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.

source=pdf_text observed=2026-08-06T22:33:34.462090Z digest=sha256:aeddb7e2665e934e84ad8f0cd58fa7ffd19550561dfb198feb2e42d115547f29

Observation 94087bd6-6769-436b-9ba0-ca25ebde052e · outbound

This paper cites Microsoft coco: Common objects in context.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Microsoft coco: Common objects in context

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:34.542543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:34.542543Z digest=sha256:f772a36acffe6aaa862bc03065490e5a2b6951119fa25f27c7d8c92f51939ca2

Observation 9727c7d6-ea53-4ca1-ab30-2b19ebc49c79 · outbound

This paper cites Haystack: A panoptic scene graph dataset to eval- uate rare predicate classes.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Haystack: A panoptic scene graph dataset to eval- uate rare predicate classes

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:42.176709Z

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.

source=pdf_text observed=2026-08-06T22:33:34.620418Z digest=sha256:e9e5762bb4b55cc6b2b9720fc4f47a857fcae5de55803f1749781cd5d65cf98b

Observation 0b9da6cf-c21b-490e-b8b5-d71b4ce8983f · outbound

This paper cites A fair ranking and new model for panoptic scene graph generation, 2024.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations A fair ranking and new model for panoptic scene graph generation, 2024

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:41.959132Z

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.

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Observation 5470216c-d679-4213-815d-3466a2883a01 · outbound

This paper cites Visual relationship detection with language priors, 2016.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Visual relationship detection with language priors, 2016

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:41.746401Z

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.

source=pdf_text observed=2026-08-06T22:33:34.767458Z digest=sha256:97eb83d217992fecca702fedef3e287b12807ec3c139f4fb05098ff3acc71c22

Observation 1bf24f2c-7e6c-4019-b921-be02df9c0bdd · outbound

This paper cites Visual relationship detection with language priors.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Visual relationship detection with language priors

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:41.565335Z

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.

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Observation 00ddfbcc-d086-416b-8392-dc0005507b25 · outbound

This paper cites Aria synthetic environments dataset.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Aria synthetic environments dataset

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:41.143094Z

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.

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Observation b223cace-71ec-45c3-81e6-810272f47ce4 · outbound

This paper cites Openvdb: an open-source data structure and toolkit for high-resolution volumes.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Openvdb: an open-source data structure and toolkit for high-resolution volumes

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:40.999638Z

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.

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Observation d31aeaa4-8a37-41f7-93d8-d5e377cc8004 · outbound

This paper cites Neo4j graph database, 2025.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Neo4j graph database, 2025

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:40.829681Z

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.

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Observation 85f996fb-63de-41e0-8986-2371d4de54d7 · outbound

This paper cites Pixels to graphs by asso- ciative embedding.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Pixels to graphs by asso- ciative embedding

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:40.698759Z

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.

source=pdf_text observed=2026-08-06T22:33:35.216816Z digest=sha256:fd2e8674b086c46cb29a830a878aa9a858b23a19d4f22512a4e0461fc9b72986

Observation 9d71850e-597f-4dff-a9bf-6990d6700bbd · outbound

This paper cites an unresolved cited work.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:33:40.547819Z

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.

source=pdf_text observed=2026-08-06T22:33:35.289200Z digest=sha256:aff1fe621c922b4103266d8f049c4d7b187d52ea298206d8615e04c76a055fa4

Observation 0d6a6125-c321-468d-9d7a-71b6ca757a54 · outbound

This paper cites Infinite photore- alistic worlds using procedural generation.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Infinite photore- alistic worlds using procedural generation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:40.356581Z

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.

source=pdf_text observed=2026-08-06T22:33:35.352327Z digest=sha256:8cb5784038f4a275e9cbaf09fc8a3620f54a5ed88732d4ab28b140f253a9a133

Observation a93438dd-d6c1-44e7-9fbb-96febc86d6c1 · outbound

This paper cites Infinigen indoors: Photorealistic in- door scenes using procedural generation.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Infinigen indoors: Photorealistic in- door scenes using procedural generation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:40.133920Z

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.

source=pdf_text observed=2026-08-06T22:33:35.406158Z digest=sha256:2da9746ef3ad2df09e84132ad92267e5c0e6624b31a489d306a70e88b6da3175

Observation 4a37a20f-a532-440e-977b-b9af5bc08e78 · outbound

This paper cites Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:35.476140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:35.476140Z digest=sha256:bc779f68a476f4e82fad0b0d1c6aca723cd2ac95917fdd185e8d66e2ca453c7b

Observation c159043e-cbde-447c-93a3-219ad8f2ab52 · outbound

This paper cites Hwang, and Martha Palmer.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Hwang, and Martha Palmer

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:39.994847Z

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.

source=pdf_text observed=2026-08-06T22:33:35.534354Z digest=sha256:bcb9a9818f1c9e7823f9692cced0dcf9f9afd5c86e87cb4b3b0114d22e921b3f

Observation f5b88f11-5976-4090-aefa-d8545f3875a6 · outbound

This paper cites Hwang, Vivek Srikumar, Jakob Prange, Austin Blodgett, Sarah R.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Hwang, Vivek Srikumar, Jakob Prange, Austin Blodgett, Sarah R

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:39.823185Z

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.

source=pdf_text observed=2026-08-06T22:33:35.607442Z digest=sha256:4fd4c9eeb5ab8784a21add7beaacc208a48b25781bdec5b537d7627f173f3567

Observation ab373005-c9fd-45a4-a0dd-9c240afafa4a · outbound

This paper cites Scene graph contrastive learning for embodied navigation.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Scene graph contrastive learning for embodied navigation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:39.638645Z

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.

source=pdf_text observed=2026-08-06T22:33:35.662059Z digest=sha256:fba33e7360bde5f0dac040ac3704768f64cef0159692e92b115e1a4f6b4a370b

Observation aae2beeb-6878-4d08-8e3b-8231d7c1e105 · outbound

This paper cites Learning to compose dynamic tree structures for visual contexts.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Learning to compose dynamic tree structures for visual contexts

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:39.517565Z

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.

source=pdf_text observed=2026-08-06T22:33:35.756906Z digest=sha256:46455ab3a1668dd0e2c68bbbfa93f4f7148db0576529e463a82dd8c249fac44f

Observation a6052a65-0018-4933-86cb-ebfd67fbfd2b · outbound

This paper cites The semantics of English prepositions: Spatial scenes, embodied meaning, and cogni- tion.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations The semantics of English prepositions: Spatial scenes, embodied meaning, and cogni- tion

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:39.348250Z

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.

source=pdf_text observed=2026-08-06T22:33:35.823239Z digest=sha256:d3496a60b2bda5fe624ba492d1ba78b18cb6603e3756e11dff9d48c6e56a609c

Observation 751ca3da-11fa-4111-ab9b-36e8be9e1573 · outbound

This paper cites Unity, 2025.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Unity, 2025

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:39.135711Z

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.

source=pdf_text observed=2026-08-06T22:33:35.896606Z digest=sha256:a56265b1daa207a5cb6a3e9cc3d75670df236b3d889de7591e35bbad6af47bff

Observation ad729a57-530e-4338-b11e-06d2a98f6d2d · outbound

This paper cites Rio: 3d object instance re- localization in changing indoor environments.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Rio: 3d object instance re- localization in changing indoor environments

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:38.952624Z

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.

source=pdf_text observed=2026-08-06T22:33:35.957362Z digest=sha256:caa5d8fc177402bce11fe721169ec6b9070045c8479346cfd82ca34768690bb5

Observation fa6114e9-60fd-4db2-90b9-9f9638b5b48b · outbound

This paper cites Learning 3d semantic scene graphs from 3d in- door reconstructions.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Learning 3d semantic scene graphs from 3d in- door reconstructions

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:38.794912Z

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.

source=pdf_text observed=2026-08-06T22:33:36.023828Z digest=sha256:7ce4278a49888327c4b89cb3a4198c07ede644d9771f2fc933a306995d258632

Observation 6a6020ad-83d7-45e0-8289-3432ac3da210 · outbound

This paper cites The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:36.075808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:36.075808Z digest=sha256:809b7ef1173c9411c5416b5121c877af39c927368d03e8fae16f285982707837

Observation c9bf5713-e0c8-45d2-bb90-857f1b292a53 · outbound

This paper cites Qwen2.5 Technical Report.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Qwen2.5 Technical Report

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:36.149201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:36.149201Z digest=sha256:d2d969d7aa5d6b4fc07641a4962270b0f39fb06b5bc5c6bd824ec0247334155b

Observation f2697256-cb27-486b-8d9a-a52e74b5b898 · outbound

This paper cites Panoptic scene graph gen- eration.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Panoptic scene graph gen- eration

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:38.599664Z

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.

source=pdf_text observed=2026-08-06T22:33:36.227749Z digest=sha256:559be260e50cfc611436e31e257d83bc4fc7173c6ac88c12c88448b406bcdacc

Observation b162f8b1-0427-41a7-9ee4-68b3c049c228 · outbound

This paper cites Depth any- thing v2, 2024.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Depth any- thing v2, 2024

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:38.426284Z

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.

source=pdf_text observed=2026-08-06T22:33:36.300567Z digest=sha256:b595bdaed2c6adae7638d5cb085bb68c569cdbe8aee3a7928adc5909e96cdc12

Observation bddcf2c2-52b7-4b00-aaec-9b10931790fc · outbound

This paper cites Neural motifs: Scene graph parsing with global con- text, 2018.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Neural motifs: Scene graph parsing with global con- text, 2018

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:38.250039Z

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.

source=pdf_text observed=2026-08-06T22:33:36.387815Z digest=sha256:7e709795fa0ee207be071e2bc26c8864d9d87aabd0d0eeba9c142a7de9825892

Observation 7b8eb472-a308-4a37-b209-cc02777b9a9c · outbound

This paper cites Fine-grained scene graph generation with data transfer, 2022.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Fine-grained scene graph generation with data transfer, 2022

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:38.100124Z

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.

source=pdf_text observed=2026-08-06T22:33:36.442636Z digest=sha256:774ad98527b88c867dfa3dcc9ddf049bee11a464889e6dd76bca9a3ea035421c

Observation f8f6596b-e07d-4d5d-a0a3-fd7df6035b2e · outbound

This paper cites VLA-3D: A Dataset for 3D Semantic Scene Understanding and Navigation.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations VLA-3D: A Dataset for 3D Semantic Scene Understanding and Navigation

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:36.514744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:36.514744Z digest=sha256:2b20f982800830299efcc10ad01458f7e3f8c72c019b17fedbd4b9f0519b6693

Observation 679182a3-f6c6-4e9c-bc92-69638641268c · outbound

This paper cites Multiview scene graph.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Multiview scene graph

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:37.908196Z

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.

source=pdf_text observed=2026-08-06T22:33:36.594881Z digest=sha256:b0916b93551c68682efee821d3e4a36edc37928c510f0e82e016e6f756e6bb9a

Observation 03310fd0-5103-4b01-810b-25e101537324 · outbound

This paper cites Open3D: A Modern Library for 3D Data Processing.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Open3D: A Modern Library for 3D Data Processing

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T22:33:36.662883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:33:36.662883Z digest=sha256:168e4685fa6f6abe9ca52aa19200db5080fcd8c43b83908c4f1ffe4b9f5773fb

Observation 4fec8a58-3b2e-41d7-ae54-36b1f7e84458 · outbound

This paper cites HiLo: Ex- ploiting high low frequency relations for unbiased panoptic scene graph generation.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations HiLo: Ex- ploiting high low frequency relations for unbiased panoptic scene graph generation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:37.719922Z

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.

source=pdf_text observed=2026-08-06T22:33:36.733546Z digest=sha256:3fdffdde30ae9af9e1096bbcd3d58feef85807f57c1b5971e05b785e8d72472b

Observation 8d2c8594-0cef-4dcd-980c-0cbc9e382de9 · outbound

This paper cites an unresolved cited work.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:33:37.536697Z

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.

source=pdf_text observed=2026-08-06T22:33:36.801772Z digest=sha256:2cab80ca1c2daf3ab8d1443cfc4342e53336e390822f9da27637011c772b367e

Observation 4b4a9c23-af90-45ee-8de3-3c9622d43339 · outbound

This paper cites Directional.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Directional

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:33:37.312075Z

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.

source=pdf_text observed=2026-08-06T22:33:36.885437Z digest=sha256:8e7fb6c427269559090024d7df6bf14c7a0509af5d460ec0f260bf6e62372192

Observation bf8b30ee-7193-4213-9807-8bdf480ac14c · outbound

This paper cites an unresolved cited work.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:33:37.165725Z

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.

source=pdf_text observed=2026-08-06T22:33:36.957678Z digest=sha256:5aeedeebe74403af94ed65a99e2df085f8822e2c81b5c45e2b76bc49ad409f5c

Observation 655df11e-def3-47d0-8fb9-9e094c0706d3 · outbound

This paper cites an unresolved cited work.

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations Unresolved cited work

Reference 2016

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:33:41.362223Z

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.

source=pdf_text observed=2026-08-06T22:33:34.896404Z digest=sha256:1953ef98e3595c2bf120ad26cde690f2fe43a674184f92e7bf50be174197c27d

Pith citing papers

No inbound Pith citation observations are available.