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Paper Citation Record · LEDGER

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning

As of 9 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2505.24641.

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

pith.paper-citation-record.v1
2505.24641 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:22:14.022962Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

75 of 75 outbound references displayed

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  • verified fuzzy43
  • unresolved28
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f5bd9aa-b328-4f1f-bfc6-b0da24fa04e0 · outbound

This paper cites Learning representations and generative models for 3D point clouds.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Learning representations and generative models for 3D point clouds

Reference 1

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Observation d75ddc4d-4b25-44a8-9179-c66209b4ac76 · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 2

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Observation df75aede-e94b-4968-9bc4-ebb73c22ad3e · outbound

This paper cites BEiT: BERT Pre-Training of Image Transformers.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning BEiT: BERT Pre-Training of Image Transformers

Reference 3

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Observation 048aeaf5-573d-4a35-a7a5-d04d79375a5c · outbound

This paper cites Czar- necki.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Czar- necki

Reference 4

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation db9ace68-d583-4f5e-8032-0e59b7bba87c · outbound

This paper cites Large Scale GAN Training for High Fidelity Natural Image Synthesis.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Large Scale GAN Training for High Fidelity Natural Image Synthesis

Reference 5

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Observation 5fda480a-6cd1-4099-b689-1f67c7b6660e · outbound

This paper cites Unsupervised Learning of Visual Features by Contrasting Cluster Assignments.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Reference 6

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Observation 6187b939-0b56-4a84-866b-72ec6b1e2212 · outbound

This paper cites ShapeNet: An Information-Rich 3D Model Repository.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning ShapeNet: An Information-Rich 3D Model Repository

Reference 7

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Observation 6331b930-6067-43a3-9f7b-6ad9707b0d90 · outbound

This paper cites Crossvit: Cross-attention multi-scale vision transformer for image classification.2021 IEEE/CVF International Conference on Computer Vision (ICCV), pages 347–356, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Crossvit: Cross-attention multi-scale vision transformer for image classification.2021 IEEE/CVF International Conference on Computer Vision (ICCV), pages 347–356, 2021

Reference 8

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Observation 7c4e7ac8-27ce-46f8-9197-955c99f48c0b · outbound

This paper cites A Simple Framework for Contrastive Learning of Visual Representations.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning A Simple Framework for Contrastive Learning of Visual Representations

Reference 9

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Observation 3479c1d9-c3f0-4ace-8fe4-02ee3c4bd886 · outbound

This paper cites Exploring simple siamese rep- resentation learning.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Exploring simple siamese rep- resentation learning

Reference 10

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Observation e85f8b24-3d5f-46ec-81bf-84c89f5d2bf1 · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 11

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Observation 7f0840ef-5b00-447b-9223-70f43eebe4c3 · outbound

This paper cites Shape self- correction for unsupervised point cloud understanding.2021 IEEE/CVF International Conference on Computer Vision (ICCV), pages 8362–8371, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Shape self- correction for unsupervised point cloud understanding.2021 IEEE/CVF International Conference on Computer Vision (ICCV), pages 8362–8371, 2021

Reference 12

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Observation 9214b796-e2c9-4b1a-a821-10794d78ee09 · outbound

This paper cites PatchFormer: An Efficient Point Transformer with Patch Attention.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning PatchFormer: An Efficient Point Transformer with Patch Attention

Reference 13

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Observation abb3f524-dfc1-4ec1-b602-dca540d58e7f · outbound

This paper cites CycleGAN, a Master of Steganography.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning CycleGAN, a Master of Steganography

Reference 14

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Observation f940bff9-71a6-46b5-aa71-e8c249fa6e2c · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 15

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Observation 635aae4f-25ba-4b38-bdf5-083c3da4c36f · outbound

This paper cites Self-contrastive learning with hard negative sampling for self-supervised point cloud learning.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Self-contrastive learning with hard negative sampling for self-supervised point cloud learning

Reference 16

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 36db69c3-bc43-47f8-8cd9-e0aeb7ff3326 · outbound

This paper cites Self-contrastive learning with hard negative sampling for self-supervised point cloud learning.Proceedings of the 29th ACM Inter- national Conference on Multimedia, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Self-contrastive learning with hard negative sampling for self-supervised point cloud learning.Proceedings of the 29th ACM Inter- national Conference on Multimedia, 2021

Reference 17

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Observation aba91498-bb61-44be-b519-ea43ba624c96 · outbound

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A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 18

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Observation f97a9f65-5aa9-40cf-a245-d509868ead75 · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 19

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Observation 329e61de-ec37-4fa4-afc7-a339c57abc6c · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 20

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Observation 81ea41bc-5cf7-45a1-955c-61dbf31f6cc6 · outbound

This paper cites Support vec- tor machines: Theory and applications.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Support vec- tor machines: Theory and applications

Reference 21

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Observation 30efbac1-378c-4d8f-a134-857a9352abec · outbound

This paper cites Object classification from a single example utilizing class relevance metrics.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Object classification from a single example utilizing class relevance metrics

Reference 22

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Observation 1d99a1d3-35dc-463d-8a53-261415be02d2 · outbound

This paper cites Mul- tiresolution tree networks for 3D point cloud processing.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Mul- tiresolution tree networks for 3D point cloud processing

Reference 23

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Observation f7e3f7ed-2356-40e5-9273-6fe682efb3ae · outbound

This paper cites Pct: Point cloud transformer.Comput.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Pct: Point cloud transformer.Comput

Reference 24

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Observation e5e62333-d9b2-4f56-b0f3-1a160f153f5a · outbound

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A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 25

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Observation 2008b769-9b11-424d-925f-766b84508d53 · outbound

This paper cites Unsupervised multi-task feature learning on point clouds.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unsupervised multi-task feature learning on point clouds

Reference 26

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Observation 9a37a59e-ddf0-4600-b35c-9e00217aa1f4 · outbound

This paper cites Girshick.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Girshick

Reference 27

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e59ff7df-ce31-4f8f-8a69-f331b6209a2d · outbound

This paper cites Girshick.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Girshick

Reference 28

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 60f7d9db-26d0-4229-9aa6-6443acaba558 · outbound

This paper cites Spatio-temporal self-supervised representation learning for 3d point clouds.2021 IEEE/CVF International Conference on Computer Vision (ICCV), pages 6515–6525, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Spatio-temporal self-supervised representation learning for 3d point clouds.2021 IEEE/CVF International Conference on Computer Vision (ICCV), pages 6515–6525, 2021

Reference 29

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation cb5387be-bd51-4910-970f-dce143ee8c22 · outbound

This paper cites Pyramid point cloud transformer for large-scale place recog- nition.2021 IEEE/CVF International Conference on Com- puter Vision (ICCV), pages 6078–6087, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Pyramid point cloud transformer for large-scale place recog- nition.2021 IEEE/CVF International Conference on Com- puter Vision (ICCV), pages 6078–6087, 2021

Reference 30

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Observation 8b4e0c16-0354-4916-bed1-74be1cdaefb2 · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 31

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Observation 006bfa96-e5c6-4aee-9f9a-b9360786efb4 · outbound

This paper cites Progressive Growing of GANs for Improved Quality, Stability, and Variation.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Progressive Growing of GANs for Improved Quality, Stability, and Variation

Reference 32

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Source-reported events for the cited work

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Observation 7cf55425-5b28-44e5-8d50-f8636326004d · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning A style-based generator architecture for generative adversarial networks

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 420b8d8d-57f2-4db3-8f6f-f00a3d9e0edf · outbound

This paper cites Stratified trans- former for 3d point cloud segmentation.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 8490–8499, 2022.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Stratified trans- former for 3d point cloud segmentation.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 8490–8499, 2022

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:10.622149Z digest=sha256:9a2bf452774948984e5b8dc2dd61e8edcc6869b0b288c08550f597f51ca16ecc

Observation 0a8aa127-fb0a-4c91-b72c-7ff3ee9464a2 · outbound

This paper cites Strati- fied transformer for 3d point cloud segmentation.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR), pages 8490–8499, 2022.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Strati- fied transformer for 3d point cloud segmentation.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR), pages 8490–8499, 2022

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raw_fallback, observed 2026-08-07T12:22:20.232574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:10.625410Z digest=sha256:25a2238c35c1669e69e44f4046c3ae7fcff4cda7807c170ef094f1160f4b302d

Observation b8a87bd3-6e6d-4b26-9b87-8c66ec58fb93 · outbound

This paper cites Li, Matthias M ¨uller, Ali K.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Li, Matthias M ¨uller, Ali K

Reference 36

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raw_fallback, observed 2026-08-07T12:22:19.999503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:10.636084Z digest=sha256:10611111c0c0443be69ff8d7cb81823b3a102316b5dc9e66474e4e19fa109251

Observation 84e7a7a6-12c6-4988-bd19-267451a5488c · outbound

This paper cites Chen, and Gim Hee Lee.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Chen, and Gim Hee Lee

Reference 37

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raw_fallback, observed 2026-08-07T12:22:19.780950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:10.736508Z digest=sha256:fdcc87271e1ba1b76d6f4ab8aa29f00094f243e46ad808b678b5aae5c7a6817c

Observation 8df99767-d2c3-49be-bdc0-c19e62a1aa47 · outbound

This paper cites Pointcnn: Convolution on x-transformed points.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Pointcnn: Convolution on x-transformed points

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:19.559947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:10.839086Z digest=sha256:9d9c74146e28d869005c6390180bf1db2667cf0ee78f9d024435510562368193

Observation e0d0fc97-eb8c-499b-8303-96e44c161f18 · outbound

This paper cites Masked discrimi- nation for self-supervised learning on point clouds.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Masked discrimi- nation for self-supervised learning on point clouds

Reference 39

Resolution
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raw_fallback, observed 2026-08-07T12:22:19.373980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:10.981687Z digest=sha256:9f0593ae7115a566ea3a5b9d9b1b03d0f478b2a3e8fdf74734022d4eefe7d2be

Observation 70f368a0-afb0-4b56-9079-464a4c90fe7c · outbound

This paper cites Relation-shape convolutional neural network for point cloud analysis.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Relation-shape convolutional neural network for point cloud analysis

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:19.221983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.157417Z digest=sha256:886a4923a74d4095edc093194337c00158a865595f9320ba6c1214c4fbea8a43

Observation 8640987a-6ac3-4cab-994f-e6f3b5986542 · outbound

This paper cites 3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning 3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:22:14.565339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.211524Z digest=sha256:f6a49359c3fac4868a07b2027430ec4cf36cb40c00491e4d17b83f0a1eed9f4f

Observation 908dd782-e9fa-40fd-8ef0-b606d5e880d1 · outbound

This paper cites 3d object detection with pointformer.2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 7459–7468, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning 3d object detection with pointformer.2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 7459–7468, 2021

Reference 42

Resolution
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raw_fallback, observed 2026-08-07T12:22:19.023024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.268812Z digest=sha256:ef6d508aba2c000e04b0f30942d50ab5365a81b1d5edc197feba2b0f0901387d

Observation 4da9db51-4430-4323-bb09-f4b28037272c · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 43

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unresolved
raw_fallback, observed 2026-08-07T12:22:18.900319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.331448Z digest=sha256:eb111c5828491368c0c8cd51ae80c3695c33752833fa3cff337f49c5816a0dfe

Observation acc12d3f-c7fb-4125-b03c-e5f0d07856b9 · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:22:18.744344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.382329Z digest=sha256:6c9412352f4ee27e126841bff0a636e87fc9ae9162e302b82bc23924e174711b

Observation 12a412a4-3c73-410f-bbce-3174b8384dba · outbound

This paper cites Qi, Hao Su, Kaichun Mo, and Leonidas J.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Qi, Hao Su, Kaichun Mo, and Leonidas J

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:18.586774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.423323Z digest=sha256:a1262bf995f9c38a3455e502b9f6b33976da044e30c55860e36555b4fc8bc2e9

Observation df07fa82-e512-442b-ba35-61e24e298eab · outbound

This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Pointnet++: Deep hierarchical feature learning on point sets in a metric space

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:18.455381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.488544Z digest=sha256:3d4ac2a259f1ceb804910968c57bf17e55947611b3171d95d3fd96577fee258b

Observation b502c9a3-e96b-4375-9c06-1a64601feab4 · outbound

This paper cites Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining

Reference 47

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unresolved
no resolver link, observed 2026-08-07T12:22:11.542458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:11.542458Z digest=sha256:38f9133357ad3398a0687413a5c6dddc3d63b90f1be6b5f90af92b58bf8b9c3b

Observation 5c904be8-6582-4d3b-bb90-26b1b6d89b1a · outbound

This paper cites Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Reference 48

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unresolved
no resolver link, observed 2026-08-07T12:22:11.606070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:11.606070Z digest=sha256:5114555b354b6cfa645e94256ec7fc4c776c0b9db35adc51caf5987f77b50bbd

Observation 7fa8c2e7-fee1-4dd1-8e19-0d2851ed4681 · outbound

This paper cites BYOL works even without batch statistics.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning BYOL works even without batch statistics

Reference 49

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unresolved
no resolver link, observed 2026-08-07T12:22:11.671755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:11.671755Z digest=sha256:e7cf5c9b11ef57dd7c8488c57f053c1bea7232ac217f60cb95f46b263fd90f5c

Observation 7b7286a4-97f8-462e-a4d3-e446a0b87e9a · outbound

This paper cites Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:22:14.379770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.761686Z digest=sha256:c5660c6bc53f6633b7114f0c6f6a3f97a8f9cdacf354a36cd746475b4363cf44

Observation d15e1729-b9c0-4198-bcbb-098831ae1d8e · outbound

This paper cites Self-Supervised Deep Learning on Point Clouds by Reconstructing Space.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Self-Supervised Deep Learning on Point Clouds by Reconstructing Space

Reference 51

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unresolved
no resolver link, observed 2026-08-07T12:22:11.825636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:11.825636Z digest=sha256:877e7a7ba626c10ccd75913a4996852468a9a0bc566190476336feac3b3fd473

Observation aa7d26a3-ca20-4c92-8ec3-6c6b5ce73e23 · outbound

This paper cites Self-supervised deep learning on point clouds by reconstructing space.Advances in Neural Information Processing Systems, 32:12962–12972,.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Self-supervised deep learning on point clouds by reconstructing space.Advances in Neural Information Processing Systems, 32:12962–12972,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:18.228302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:11.951383Z digest=sha256:447857b4d61cb4b0ba0d81175e7adb2feaa75212835e5bb007a1fb004464eda1

Observation b33f72f0-605c-4c5f-bfbf-6a3b659731e2 · outbound

This paper cites Self-supervised few-shot learning on point clouds.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Self-supervised few-shot learning on point clouds

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:18.044102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.045951Z digest=sha256:00e85007a26b74d3f51b8fc4a947ff22165d03c90ce2ffa14a9633146f581972

Observation 18f773e4-bf98-494f-ad7c-b7766f149ce4 · outbound

This paper cites Con- trastive multiview coding.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Con- trastive multiview coding

Reference 54

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no resolver link, observed 2026-08-07T12:22:12.120698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:12.120698Z digest=sha256:1da40d484d415f1d7bc86e070b1c1835545a38b6affcd3b36eb2fb670c9ae47e

Observation 78e71e0a-82aa-4b65-8a93-ae1f0204f11f · outbound

This paper cites Revisiting point cloud classification: A new benchmark dataset and classification model on real-world data.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Revisiting point cloud classification: A new benchmark dataset and classification model on real-world data

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:17.878586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.190062Z digest=sha256:449c5696017f0b69ef74460c31b0f72fabb9cb919dfcd1c86dfd18f5d9ef5aad

Observation a42d61f9-572d-42c4-a557-569ef3a22c86 · outbound

This paper cites Attention Is All You Need.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Attention Is All You Need

Reference 56

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no resolver link, observed 2026-08-07T12:22:12.277245Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T12:22:12.277245Z digest=sha256:76b7de0997336819c80cc335e3e5fd0760295b0d9176a193b48909899da857d4

Observation 3b67dc66-3ec9-411f-87c9-ce6c632dc4ea · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 57

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unresolved
raw_fallback, observed 2026-08-07T12:22:17.761214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.360575Z digest=sha256:33ba28c3a197a50e1738cbdb8a88ae5154ef172a90c9c84319ab7a034e645519

Observation 75ba325e-dea8-4a3a-a31e-1d1a9f2b1ef2 · outbound

This paper cites Sarma, Michael M.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Sarma, Michael M

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:17.572872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.452934Z digest=sha256:fcd98093da2fe92ee19f9f70a40ae9c22df7394c120373401dc6e075cf9a1cc8

Observation acea711d-641a-4736-ba28-ca66657dd1fa · outbound

This paper cites Learning generalizable part-based feature representation for 3d point clouds.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Learning generalizable part-based feature representation for 3d point clouds

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:17.404432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.545703Z digest=sha256:f7af50bb539c0e8bed5f2ef07cbdb8cf1866ba14a8db0650f374a1684aa6fde0

Observation ccf94e65-1762-4d89-a2ad-0b30b37d9e9d · outbound

This paper cites Attention-based point cloud edge sampling.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Attention-based point cloud edge sampling

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:17.246398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.642712Z digest=sha256:24f25851e240035f4c433b9977880a6278ac7074cfadb3a0f015064cd81d8051

Observation d599f2d5-6d49-496e-ac07-949dd91939e4 · outbound

This paper cites Learning a probabilistic latent space of ob- ject shapes via 3D generative-adversarial modeling.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Learning a probabilistic latent space of ob- ject shapes via 3D generative-adversarial modeling

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:17.061836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.716279Z digest=sha256:289162cd01ba1d324b14d521c77abc9a7ff97b76a254d3242affa9ce4177a775

Observation a7d014cf-2a44-42fb-b064-5712e30eebb4 · outbound

This paper cites 3d shapenets: A deep representation for volumetric shapes.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning 3d shapenets: A deep representation for volumetric shapes

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:16.756097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.794529Z digest=sha256:d1692928916358d87bc1dd77f29652554eeb2b66886b1b3f31b6a8878056f1cb

Observation 34e00a33-e092-47ca-99ca-55699dd1af5e · outbound

This paper cites Yu, and Dahua Lin.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Yu, and Dahua Lin

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:16.508475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:12.866814Z digest=sha256:6d22868ed57f0441cd0c1c3c96f71ce98272ff11c44aced96fa661169265da83

Observation 04a6fd8d-66ad-43f0-aea2-7fe6976462d8 · outbound

This paper cites PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding

Reference 64

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unresolved
no resolver link, observed 2026-08-07T12:22:12.956126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:12.956126Z digest=sha256:288873821c620495a3c66961bc40db4186a531b72d351484ccce8d11fb6c2f6d

Observation 5f12be5d-8150-456d-9ad6-c969623181a7 · outbound

This paper cites Simmim: a simple framework for masked image modeling.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 9643–9653, 2022.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Simmim: a simple framework for masked image modeling.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 9643–9653, 2022

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:16.247387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.036553Z digest=sha256:edbb3c54d7aa7647e97279ca434af4c89a381899eb4fa7c5e8777b04002eddb3

Observation 4bc7a853-3e72-4889-a2c5-5554277920c5 · outbound

This paper cites Fold- ingnet: Point cloud auto-encoder via deep grid deformation.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Fold- ingnet: Point cloud auto-encoder via deep grid deformation

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:15.950862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.161631Z digest=sha256:8257c0a76dc48ad9531ef4d93ed921055710acb4dbe4369dddce1f56d0b787a8

Observation 2cbc0c3d-fd9d-4417-ba8d-01e7caf77b3e · outbound

This paper cites Yi, Vladimir G.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Yi, Vladimir G

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:15.680032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.236929Z digest=sha256:f952a015a72a06df7f3c848bce25ab737bd228d766ac8cd3eec013a01205c644

Observation 1e17bd89-b841-4fbd-8e86-a40cd5130a76 · outbound

This paper cites Pointr: Diverse point cloud comple- tion with geometry-aware transformers.2021 IEEE/CVF In- ternational Conference on Computer Vision (ICCV), pages 12478–12487, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Pointr: Diverse point cloud comple- tion with geometry-aware transformers.2021 IEEE/CVF In- ternational Conference on Computer Vision (ICCV), pages 12478–12487, 2021

Reference 68

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verified fuzzy
raw_fallback, observed 2026-08-07T12:22:15.441845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.329929Z digest=sha256:8be81a14373ce2cd8eeddeaf1b616c6d5c35ba22fe662119d3c5e281cdf9ae85

Observation f82674b3-4484-4023-bc45-501e977656f3 · outbound

This paper cites Point-bert: Pre-training 3d point cloud transformers with masked point modeling.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 19291–19300, 2021.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Point-bert: Pre-training 3d point cloud transformers with masked point modeling.2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 19291–19300, 2021

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:15.366121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.428831Z digest=sha256:b2c2f5f8ea8f8a93277816d1710cc655f74486a25ddfb3d3acc255efd1a3182e

Observation aca85fe8-a1b2-448c-aae1-409fdbeb38ab · outbound

This paper cites Unsupervised feature learning for point cloud understanding by contrasting and clustering using graph convolutional neural networks.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unsupervised feature learning for point cloud understanding by contrasting and clustering using graph convolutional neural networks

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:15.207667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.509027Z digest=sha256:9ed4c6913b268658768e7c1c2f30bbcfc6c68ab801fd2a2eb1a5ca43dbc1e1de

Observation 6eaf8c6f-f863-483b-8400-d2c116757cf7 · outbound

This paper cites Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T12:22:13.630306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:13.630306Z digest=sha256:1c8966021ca18c7f681f0bb219a7694f210dcca1ed6107841db26334f9f0992b

Observation e27b9a77-4e79-48e2-bd2f-1a1936a009dd · outbound

This paper cites Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T12:22:13.702596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:22:13.702596Z digest=sha256:bf91f84fb5c0c767363836b0bcfed9dc4aa709346956601eae3d5eda290b882f

Observation 0ffad7ed-a086-4c34-8215-6a796a6de1b6 · outbound

This paper cites an unresolved cited work.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:22:15.062433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.785674Z digest=sha256:8dc86b0418a87a90af8955ae914432ea180fff0961449fc3a1225b1f17e855b9

Observation faec1f90-5b44-49e3-98d0-ad6ae00920ee · outbound

This paper cites 3D point capsule networks.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning 3D point capsule networks

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:22:14.925544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:13.915082Z digest=sha256:bab8d279e2060e183d8d38aa97911793e01677e3af6c444e1c24b9514904e5f0

Observation ac68df70-f72f-404b-a333-5d0154c2eeef · outbound

This paper cites SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer.

A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:22:14.193788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:22:14.022962Z digest=sha256:846fe5330518a24a657aaf4c4e69e12f01652f4d550d6bc2564c2fd50ecdfb13

Pith citing papers

No inbound Pith citation observations are available.