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Paper Citation Record · LEDGER

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark

As of 23 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.15331.

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

pith.paper-citation-record.v1
2607.15331 v1

Coverage vector

measured 51 of 51 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-02T00:03:38.234689Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

51 of 51 outbound references displayed

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External citation measurements

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Outbound references

Observation 86793394-a399-4a4a-8b1e-342b73115ea7 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2022) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Advances in Neural Information Processing Systems (NeurIPS) (2022) 5

Reference 1

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This paper cites In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025) 2, 3, 5, 7, 8, 9, 11.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025) 2, 3, 5, 7, 8, 9, 11

Reference 2

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This paper cites In: Inter- national Conference on Learning Representations (ICLR) (2025) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Inter- national Conference on Learning Representations (ICLR) (2025) 3

Reference 3

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 3

Reference 4

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2016) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2016) 5

Reference 5

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2020) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2020) 5

Reference 6

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This paper cites SAM 3: Segment Anything with Concepts.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark SAM 3: Segment Anything with Concepts

Reference 7

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This paper cites In: British Machine Vision Conference (BMVC) (2021) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: British Machine Vision Conference (BMVC) (2021) 3

Reference 8

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2023) 3

Reference 9

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This paper cites In: Proceedings of the European Con- ference on Computer Vision (ECCV) (2020) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the European Con- ference on Computer Vision (ECCV) (2020) 5

Reference 10

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2019) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2019) 5

Reference 11

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2017) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2017) 5

Reference 12

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Con- ference on Computer Vision and Pattern Recognition (CVPR) (2023) 3

Reference 13

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This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (2024) 3 16 S.K.Gah and E.Owusu.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (2024) 3 16 S.K.Gah and E.Owusu

Reference 14

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This paper cites In: Proceedings of the European Conference on Computer Vision (ECCV) (2022) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the European Conference on Computer Vision (ECCV) (2022) 5

Reference 15

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Con- ference on Computer Vision and Pattern Recognition (CVPR) (2018) 5

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: International Joint Conference on Artificial Intelligence (IJCAI) (2024) 5

Reference 17

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023) 3

Reference 18

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: European Conference on Computer Vision (ECCV) (2024) 4

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 3

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023) 5

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2022) 5

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025) 5

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark Unresolved cited work

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: International Conference on Learning Representations (ICLR) (2022) 5

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: European Conference on Computer Vision

Reference 27

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: International Conference on 3D Vision (3DV) (2021) 5

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the ACM International Conference on Multimedia (ACM MM) (2023) 3 Training-Free Open-Vocabulary GFS-PCS 17

Reference 29

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2023) 3

Reference 30

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 31

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the International Conference on Machine Learning (ICML) (2021) 3, 5

Reference 32

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark SAM 2: Segment Anything in Images and Videos

Reference 33

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Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the European Conference on Computer Vision (ECCV) (2022) 3, 5

Reference 34

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Observation 4b1eb453-2436-4bd5-8964-b1adcc7111f5 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2017) 3, 9, 11.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Advances in Neural Information Processing Systems (NeurIPS) (2017) 3, 9, 11

Reference 35

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Observation 4762f31e-1e71-4b31-929e-5e7a3be6b141 · outbound

This paper cites Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding

Reference 36

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Observation b6736b3a-240a-427c-82d9-acfd30e143b8 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2023) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Advances in Neural Information Processing Systems (NeurIPS) (2023) 3

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Observation 2ef20908-43aa-4df0-99c9-bae7b2df1962 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2019) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2019) 5

Reference 38

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Observation 320c74ee-74e0-44a3-a347-87813510537e · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition (CVPR) (2022) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition (CVPR) (2022) 3

Reference 39

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Observation bf69b1dd-a37a-43b3-a77a-613c7bc7369d · outbound

This paper cites In: Proceedings of the European Conference on Computer Vision (ECCV) (2024) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the European Conference on Computer Vision (ECCV) (2024) 3

Reference 40

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Observation dedf8015-f945-4d17-95ae-b0010aad1252 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2019) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2019) 5

Reference 41

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Observation a5abd107-6b69-426b-9200-662f470aed42 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 3, 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 3, 5

Reference 42

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Observation 83ed4ef7-447b-4ee9-b5f6-1f0a7395edf0 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023) 3

Reference 43

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Observation f777b13e-721b-41d4-8edc-16f3ba078651 · outbound

This paper cites In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 2, 3, 7.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 2, 3, 7

Reference 44

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Observation 0d03f4c9-7a02-4c31-931c-f12a97c0e361 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS) (2022) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Advances in Neural Information Processing Systems (NeurIPS) (2022) 5

Reference 45

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Observation 6e511623-0baf-4a5c-85b6-7e01ba67ae4e · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023) 3, 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023) 3, 5

Reference 46

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Observation 37d63b41-01e8-49f5-84fe-da8f785addcf · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops (2023) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops (2023) 3

Reference 47

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Observation e0e97cc2-3793-4b8f-b1a3-e5195d97308f · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2021) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2021) 3

Reference 48

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Observation 2b4b1a4d-3d2f-492b-900e-e4d6561922db · outbound

This paper cites In: Proceedings of the European Conference on Computer Vision (ECCV) (2022) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the European Conference on Computer Vision (ECCV) (2022) 5

Reference 49

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Observation a2f65623-8a18-4502-bd39-8fd472ea98ba · outbound

This paper cites In: Proceedings of the European Conference on Computer Vision (ECCV) (2022) 5.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the European Conference on Computer Vision (ECCV) (2022) 5

Reference 50

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Observation 380549d2-cd0c-4ea6-8983-646c0a6703cf · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 3.

Training-Free Open-Vocabulary 3D Point-Cloud Segmentation on the Generalized Few-Shot Benchmark In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024) 3

Reference 51

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Pith citing papers

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