Paper Citation Record · LEDGER

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation

As of 22 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 3 inbound Pith citation observations for arXiv:2507.23134.

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

pith.paper-citation-record.v1
2507.23134 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:07:09.337105Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:44:01.158027Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T11:26:01.940748Z

Reference resolution

71 of 71 outbound references displayed

verified exact2
verified fuzzy49
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0f72009-c3bd-4118-9727-61d1718727d4 · outbound

This paper cites 3d seman- tic parsing of large-scale indoor spaces.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation 3d seman- tic parsing of large-scale indoor spaces

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.521402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bfa2bc6d-5eea-428b-92f1-bc1437adba60 · outbound

This paper cites Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:05.479192Z

Source-reported events for the cited work

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Observation be4baef7-d462-4850-b883-f5648a3736ea · outbound

This paper cites Zero-shot semantic segmentation.Advances in Neural Information Processing Systems, 32, 2019.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Zero-shot semantic segmentation.Advances in Neural Information Processing Systems, 32, 2019

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:05.521036Z

Source-reported events for the cited work

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Observation 6284050b-7d70-4917-ba54-1da3e6d36a87 · outbound

This paper cites Hierarchical aggregation for 3d instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Hierarchical aggregation for 3d instance segmentation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.511001Z

Source-reported events for the cited work

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Observation c86447d6-6af2-41e6-899a-e424ec38048f · outbound

This paper cites Yolo-world: Real-time open-vocabulary object detection.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Yolo-world: Real-time open-vocabulary object detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.504598Z

Source-reported events for the cited work

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Observation 64cbe05a-8abd-43c6-ac9f-a470e564b261 · outbound

This paper cites Robustnet: Improving domain generalization in urban-scene segmentation via in- stance selective whitening.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Robustnet: Improving domain generalization in urban-scene segmentation via in- stance selective whitening

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.498074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d954d124-ae30-4d93-95c2-e7330e2da63a · outbound

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

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.491327Z

Source-reported events for the cited work

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Observation a9e6ca6a-e9b0-4fbb-93dc-ec7d23b920c7 · outbound

This paper cites Pla: Language-driven open- vocabulary 3d scene understanding.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Pla: Language-driven open- vocabulary 3d scene understanding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.484492Z

Source-reported events for the cited work

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Observation 6347bf58-60cc-4562-91c2-6025a0faf498 · outbound

This paper cites Lowis3d: Language-driven open-world instance-level 3d scene understanding.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Lowis3d: Language-driven open-world instance-level 3d scene understanding

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.478113Z

Source-reported events for the cited work

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Observation 80297a8f-a44c-485d-86a5-77a53f239216 · outbound

This paper cites Learning regional purity for instance segmentation on 3d point clouds.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Learning regional purity for instance segmentation on 3d point clouds

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.471758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fdf5fca-1de0-41c0-8bf5-645cc3a14e42 · outbound

This paper cites 3d-mpa: Multi-proposal aggre- gation for 3d semantic instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation 3d-mpa: Multi-proposal aggre- gation for 3d semantic instance segmentation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.465136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ef4f740b-4373-4328-8f8a-763ed509a5c4 · outbound

This paper cites A density-based algorithm for discovering clusters in large spatial databases with noise.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation A density-based algorithm for discovering clusters in large spatial databases with noise

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.029439Z

Source-reported events for the cited work

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Observation 5a2daaf7-9f11-4a3c-b609-4aa642006499 · outbound

This paper cites Efficient graph-based image segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Efficient graph-based image segmentation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.454503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 253b33a0-0574-40c5-affe-94d7f88feeb6 · outbound

This paper cites Scal- ing open-vocabulary image segmentation with image-level labels.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Scal- ing open-vocabulary image segmentation with image-level labels

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.447516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6e2ad12f-a344-47a2-bacb-429b0856476d · outbound

This paper cites Open-vocabulary Object Detection via Vision and Language Knowledge Distillation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.120200Z

Source-reported events for the cited work

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Observation d79bf52e-135e-4f5f-8b14-2843c5a4fa6e · outbound

This paper cites Sam-guided graph cut for 3d instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Sam-guided graph cut for 3d instance segmentation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.440669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 098b7f6b-dd99-4b47-8ffb-8009885b9c14 · outbound

This paper cites Occuseg: Occupancy-aware 3d instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Occuseg: Occupancy-aware 3d instance segmentation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.433888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 770dfaef-3d0d-432f-83d3-cd964fa5ce6c · outbound

This paper cites Dyco3d: Robust instance segmentation of 3d point clouds through dynamic convolution.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Dyco3d: Robust instance segmentation of 3d point clouds through dynamic convolution

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.427475Z

Source-reported events for the cited work

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Observation 1ba2795b-46e0-4241-84c9-f0647abb0de4 · outbound

This paper cites Clip goes 3d: Leveraging prompt tuning for language grounded 3d recognition.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Clip goes 3d: Leveraging prompt tuning for language grounded 3d recognition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.420859Z

Source-reported events for the cited work

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Observation fa10a68e-bc99-46e1-a42d-79c3857a1783 · outbound

This paper cites 3d-sis: 3d se- mantic instance segmentation of rgb-d scans.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation 3d-sis: 3d se- mantic instance segmentation of rgb-d scans

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.317498Z

Source-reported events for the cited work

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Observation fd2376f0-e4ff-4052-9859-f32fbae4b08b · outbound

This paper cites Reclip: Refine contrastive language image pre-training with source free domain adaptation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Reclip: Refine contrastive language image pre-training with source free domain adaptation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.409854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e51e046-c2a0-4fa7-989f-2fa12584c97b · outbound

This paper cites Decorre- lated batch normalization.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Decorre- lated batch normalization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.402977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29abf999-ed33-4520-9fb0-bfa4042001da · outbound

This paper cites Segment3d: Learning fine-grained class-agnostic 3d segmentation without manual labels.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Segment3d: Learning fine-grained class-agnostic 3d segmentation without manual labels

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.395784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fd70fa91-4086-4658-a34f-f3c3e98d5549 · outbound

This paper cites OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.433791Z

Source-reported events for the cited work

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Observation bb122f5d-3607-4a7b-ba11-cb11d24ac6ad · outbound

This paper cites ConceptFusion: Open-set Multimodal 3D Mapping.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation ConceptFusion: Open-set Multimodal 3D Mapping

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.484168Z

Source-reported events for the cited work

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Observation 69003d17-f0e0-4da6-91a2-3f0df34ed739 · outbound

This paper cites Dynamic filter networks.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Dynamic filter networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.389052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 28e0788e-09ce-4c25-b36a-1c3457a3587e · outbound

This paper cites Pointgroup: Dual-set point group- ing for 3d instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Pointgroup: Dual-set point group- ing for 3d instance segmentation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.382327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7f22078b-6f82-4a93-bfc7-90acb8e6875d · outbound

This paper cites Multi- modal classifiers for open-vocabulary object detection.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Multi- modal classifiers for open-vocabulary object detection

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.598696Z

Source-reported events for the cited work

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Observation 43110e46-d98f-4472-8cce-dd24f924a92d · outbound

This paper cites Lerf: Language embedded radiance fields.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Lerf: Language embedded radiance fields

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.629655Z

Source-reported events for the cited work

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Observation 2b213264-4bc0-4177-9313-3722a23837a6 · outbound

This paper cites Segment any- thing.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Segment any- thing

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.368301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fbb034e4-11ce-43fd-afde-37ec10faf60e · outbound

This paper cites Oneformer3d: One transformer for unified point cloud segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Oneformer3d: One transformer for unified point cloud segmentation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.361952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d427de06-8a9e-42af-bfc1-75aa8b330ca3 · outbound

This paper cites 3d instance segmentation via multi-task met- ric learning.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation 3d instance segmentation via multi-task met- ric learning

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.355878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f544d92-f794-463d-8fd1-8e95137ff743 · outbound

This paper cites Segment Any 3D Object with Language.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Segment Any 3D Object with Language

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.793797Z

Source-reported events for the cited work

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Observation 0facce9b-1992-43ef-9bd9-cb6ce61875ae · outbound

This paper cites Language-driven Semantic Segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Language-driven Semantic Segmentation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:06.885510Z

Source-reported events for the cited work

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Observation e0c86996-2815-4399-822b-c7827d41f331 · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Open-vocabulary semantic segmentation with mask-adapted clip

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.349780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3f4be95d-d60c-4568-a880-1eb6256f1d8b · outbound

This paper cites Instance segmentation in 3d scenes using semantic superpoint tree networks.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Instance segmentation in 3d scenes using semantic superpoint tree networks

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.343271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 730c4500-7ae5-4d27-b544-0e017b0a8da5 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:07.072658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a568ad-e2aa-4e16-9093-957885a593e1 · outbound

This paper cites Learning Gaussian Instance Segmentation in Point Clouds.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Learning Gaussian Instance Segmentation in Point Clouds

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:07:09.621484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a5b9417d-75b2-4a1a-bdc4-7b9bd44a728f · outbound

This paper cites Ovir-3d: Open-vocabulary 3d in- stance retrieval without training on 3d data.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Ovir-3d: Open-vocabulary 3d in- stance retrieval without training on 3d data

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.336593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3721f919-3ade-4a49-b14c-ec8a3ee2afac · outbound

This paper cites Isbnet: a 3d point cloud instance segmentation network with instance- aware sampling and box-aware dynamic convolution.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Isbnet: a 3d point cloud instance segmentation network with instance- aware sampling and box-aware dynamic convolution

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.329739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 523302a6-e68a-4d4f-9388-cef6404ebfce · outbound

This paper cites Open3dis: Open-vocabulary 3d instance segmentation with 2d mask guidance.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Open3dis: Open-vocabulary 3d instance segmentation with 2d mask guidance

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.323188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3c55dc42-6e07-4708-b8d1-a1c477f18387 · outbound

This paper cites Openscene: 3d scene understanding with open vocabularies.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Openscene: 3d scene understanding with open vocabularies

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.316906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d049fb39-7866-414d-9222-eb84fd076821 · outbound

This paper cites Lp-ovod: Open- vocabulary object detection by linear probing.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Lp-ovod: Open- vocabulary object detection by linear probing

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.310101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 14100c5e-1026-4cd9-a56b-5944d236e9d2 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Learning transferable visual models from natural language supervi- sion

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.303376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation adbe5cf2-d713-4154-9359-80544b548885 · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:07.645385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5be1d3d-0156-4d0f-a130-c9f6253e5b41 · outbound

This paper cites Unsuper- vised domain adaptation using feature-whitening and con- sensus loss.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Unsuper- vised domain adaptation using feature-whitening and con- sensus loss

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.296988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 34898380-c820-4cee-86ff-3c2b5590dc94 · outbound

This paper cites Mask3d: Mask trans- former for 3d semantic instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Mask3d: Mask trans- former for 3d semantic instance segmentation

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.290499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 320d72e3-e7c0-4f0d-aa6c-c66988c285d0 · outbound

This paper cites Whitening and Coloring batch transform for GANs.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Whitening and Coloring batch transform for GANs

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:07:09.495317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 27847e1b-7fd8-474e-accc-55260767bb41 · outbound

This paper cites The Replica Dataset: A Digital Replica of Indoor Spaces.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:07.853176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a636e8-55bf-443a-a88b-940a0fc2d61b · outbound

This paper cites Alpha- clip: A clip model focusing on wherever you want.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Alpha- clip: A clip model focusing on wherever you want

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.283622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fdde2e5c-ae80-4400-b9a5-6f12dfcd3b97 · outbound

This paper cites OpenMask3D: Open-Vocabulary 3D Instance Segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation OpenMask3D: Open-Vocabulary 3D Instance Segmentation

Reference 51

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Observation cb78d0a0-0ea1-4092-bf27-7010013ded16 · outbound

This paper cites Conditional con- volutions for instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Conditional con- volutions for instance segmentation

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.277170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5ddf3551-7805-462f-a711-54e5d87e2ebc · outbound

This paper cites Attention is all you need.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Attention is all you need

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:08.189483Z

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Observation 94be33b2-64c2-46af-a697-68a1dc96dcb3 · outbound

This paper cites Softgroup for 3d instance segmentation on point clouds.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Softgroup for 3d instance segmentation on point clouds

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.266563Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb38a89a-eada-4a80-8c5a-ba1dfeb3b3e8 · outbound

This paper cites Object-aware dis- tillation pyramid for open-vocabulary object detection.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Object-aware dis- tillation pyramid for open-vocabulary object detection

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:08.229534Z

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Observation 4810adf6-288f-4711-a2a8-9ef0d89ed3cb · outbound

This paper cites Sgpn: Similarity group proposal network for 3d point cloud instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Sgpn: Similarity group proposal network for 3d point cloud instance segmentation

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.255582Z

Source-reported events for the cited work

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Observation 3f8610d9-4449-40be-9a9a-6581f84abb99 · outbound

This paper cites Groupvit: Semantic segmentation emerges from text supervision.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Groupvit: Semantic segmentation emerges from text supervision

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.248371Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation df1a85b7-d098-4447-8bef-c2bc4606971d · outbound

This paper cites Open-vocabulary panop- tic segmentation with text-to-image diffusion models.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Open-vocabulary panop- tic segmentation with text-to-image diffusion models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.241419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5deb6fa7-7414-4731-88f5-aacd5feeb240 · outbound

This paper cites Maskclus- tering: View consensus based mask graph clustering for open-vocabulary 3d instance segmentation.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Maskclus- tering: View consensus based mask graph clustering for open-vocabulary 3d instance segmentation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.234787Z

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Observation c5f5bb63-1ecd-4edd-90bd-a15e71dbf927 · outbound

This paper cites Learning ob- ject bounding boxes for 3d instance segmentation on point clouds.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Learning ob- ject bounding boxes for 3d instance segmentation on point clouds

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.228148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3e7d3687-b012-464d-ae5b-b1210f634bf9 · outbound

This paper cites Regionplc: Regional point-language contrastive learning for open-world 3d scene understanding.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Regionplc: Regional point-language contrastive learning for open-world 3d scene understanding

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.220972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6fe2e905-cd2b-4a00-9e4a-a9d57d73fded · outbound

This paper cites SAM3D: Segment Anything in 3D Scenes.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation SAM3D: Segment Anything in 3D Scenes

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:08.751645Z

Source-reported events for the cited work

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Observation e1148f27-0ec3-4560-b579-cc326a11c5c6 · outbound

This paper cites Detclipv2: Scalable open- vocabulary object detection pre-training via word-region alignment.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Detclipv2: Scalable open- vocabulary object detection pre-training via word-region alignment

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.214173Z

Source-reported events for the cited work

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Observation ca03573a-00f8-493a-8084-80a97b9fe356 · outbound

This paper cites Scannet++: A high-fidelity dataset of 3d indoor scenes.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Scannet++: A high-fidelity dataset of 3d indoor scenes

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.207708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation be78f894-1d54-44a8-a305-f9c52ea6e1a6 · outbound

This paper cites Gspn: Generative shape proposal network for 3d instance segmentation in point cloud.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Gspn: Generative shape proposal network for 3d instance segmentation in point cloud

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.200944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6fc8a56-a3cd-4792-9be0-5836c97000a6 · outbound

This paper cites Sai3d: Segment any in- stance in 3d scenes.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Sai3d: Segment any in- stance in 3d scenes

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.193909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9df13edf-1708-4f92-8491-7e2e4928b2af · outbound

This paper cites Open-vocabulary detr with conditional matching.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Open-vocabulary detr with conditional matching

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:09.147448Z

Source-reported events for the cited work

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Observation 9f05ae89-5f88-4337-b336-e908e3a862e1 · outbound

This paper cites Regionclip: Region- based language-image pretraining.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Regionclip: Region- based language-image pretraining

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.170497Z

Source-reported events for the cited work

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Observation 141911a6-d1b7-46a0-9fe5-a7d291fe0488 · outbound

This paper cites Detecting twenty-thousand classes using image-level supervision.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation Detecting twenty-thousand classes using image-level supervision

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:10.010995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ada82d0f-7d71-41e4-8367-6be536d6308e · outbound

This paper cites a blurry photo of {CLASS NAME} in a room,.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation a blurry photo of {CLASS NAME} in a room,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:09.902265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c52e96fc-e688-446d-a620-da2eb596cc3b · outbound

This paper cites stuff” Classes. We present re- sults that include.

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation stuff” Classes. We present re- sults that include

Reference 71

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T11:07:09.797018Z

Source-reported events for the cited work

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Pith citing papers

Observation c6b73b08-1ed5-4f2d-a4f3-35899d2aa3b8 · inbound

MV3DIS: Multi-View Mask Matching via 3D Guides for Zero-Shot 3D Instance Segmentation cites this paper.

MV3DIS: Multi-View Mask Matching via 3D Guides for Zero-Shot 3D Instance Segmentation Details Matter for Indoor Open-vocabulary 3D Instance Segmentation

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:15:57.920813Z

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Observation 48400404-e3eb-4a7c-a1cf-f114d1ca1d55 · inbound

Cross-Attentive Multiview Fusion of Vision-Language Embeddings cites this paper.

Cross-Attentive Multiview Fusion of Vision-Language Embeddings Details Matter for Indoor Open-vocabulary 3D Instance Segmentation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:26:01.944445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e86a1d8-034e-43ff-a058-ee3a07736e53 · inbound

SpaCeFormer: Fast Proposal-Free Open-Vocabulary 3D Instance Segmentation cites this paper.

SpaCeFormer: Fast Proposal-Free Open-Vocabulary 3D Instance Segmentation Details Matter for Indoor Open-vocabulary 3D Instance Segmentation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:24:47.419381Z

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