Paper Citation Record · LEDGER

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission

As of 10 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2506.03211.

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

pith.paper-citation-record.v1
2506.03211 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:31:17.167239Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy23
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d45cb36-8fbf-4148-b2dc-74c67fa0f288 · outbound

This paper cites A review of algorithms for filtering the 3d point cloud,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission A review of algorithms for filtering the 3d point cloud,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.977219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b398c47-ccf7-4359-b74d-869104654200 · outbound

This paper cites Pstnet: Point spatio-temporal convolution on point cloud sequences,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Pstnet: Point spatio-temporal convolution on point cloud sequences,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.933950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5076911f-9659-4706-bba4-6a2af24dd5a1 · outbound

This paper cites 3d point cloud compression: A survey,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission 3d point cloud compression: A survey,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.908228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3c22844-a369-48a0-b700-ce30c300c1e6 · outbound

This paper cites Octree-based point-cloud compression.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Octree-based point-cloud compression

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.877820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a03ba451-935e-463e-b010-a3a7b0ca51e3 · outbound

This paper cites A semantic com- munication system for point cloud,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission A semantic com- munication system for point cloud,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.852449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c254a854-2bf2-4935-a322-6f9a459f1f31 · outbound

This paper cites Adaptive graph convolution for point cloud analysis,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Adaptive graph convolution for point cloud analysis,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.714089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fec629b0-c76a-4deb-8b85-49343eb86c48 · outbound

This paper cites Point-bert: Pre-training 3d point cloud transformers with masked point modeling,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Point-bert: Pre-training 3d point cloud transformers with masked point modeling,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:13.576874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb9b3bc5-59db-4ad5-b931-db525da62c91 · outbound

This paper cites Semantic-aware transmission for robust point cloud classification,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Semantic-aware transmission for robust point cloud classification,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.469968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82fca79d-7a7c-4ed3-a2b8-fabe1f2ad17d · outbound

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

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Pointnet++: deep hierarchical feature learning on point sets in a metric space,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.340724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 005239c5-9319-4866-91bd-0dad8c558f97 · outbound

This paper cites Semantic communication for efficient point cloud transmission,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Semantic communication for efficient point cloud transmission,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:20.074462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8108bfe0-3077-418c-b1e3-da11a11dc11e · outbound

This paper cites Inception-v4, inception-resnet and the impact of residual connections on learning,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Inception-v4, inception-resnet and the impact of residual connections on learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:19.900062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1fd719b6-c792-490b-bf75-62647f4b2190 · outbound

This paper cites Deep joint source-channel coding for wireless point cloud transmission,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Deep joint source-channel coding for wireless point cloud transmission,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:19.674390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5fd3074a-a6f0-41c3-ab56-7539f933e786 · outbound

This paper cites Wireless 3d point cloud delivery using deep graph neural networks,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Wireless 3d point cloud delivery using deep graph neural networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:19.400059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43496054-1632-4a7b-b631-2bd4e605a08c · outbound

This paper cites Rateless deep joint source channel coding for 3d point cloud,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Rateless deep joint source channel coding for 3d point cloud,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:19.235812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 542795a6-1683-48f9-9532-36cf29c33366 · outbound

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

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission ShapeNet: An Information-Rich 3D Model Repository

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:15.080772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d064c55-41b1-4e44-9793-251bc20e9bc2 · outbound

This paper cites Spatial- temporal semantic communications for point cloud-based volumetric media,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Spatial- temporal semantic communications for point cloud-based volumetric media,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:19.100871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a6768c8c-170c-4ce0-87c8-68bb12d5d3c0 · outbound

This paper cites Iscom: Interest-aware semantic communication scheme for point cloud video streaming on metaverse xr devices,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Iscom: Interest-aware semantic communication scheme for point cloud video streaming on metaverse xr devices,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:18.914494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0f302dca-521f-4eac-8b41-71dc6793aebb · outbound

This paper cites A semantic communication system for real-time 3d reconstruction tasks,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission A semantic communication system for real-time 3d reconstruction tasks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:18.768423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5358661b-f2ee-4a9a-9ee2-282a0e3c72e5 · outbound

This paper cites Large Generative Model Assisted 3D Semantic Communication.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Large Generative Model Assisted 3D Semantic Communication

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:15.804327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c8def8-f6ae-4576-ad3c-68723f1e8ff9 · outbound

This paper cites Multi-modal semantic communication with point cloud diffusion,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Multi-modal semantic communication with point cloud diffusion,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:18.634674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5693f01e-1814-4507-975c-78bcb9f9d79e · outbound

This paper cites Pc2: Projection- conditioned point cloud diffusion for single-image 3d reconstruction,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Pc2: Projection- conditioned point cloud diffusion for single-image 3d reconstruction,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:18.415452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7de3887b-d5a7-4447-bc37-36ee454dcc1a · outbound

This paper cites Back to 3d: Few-shot 3d keypoint detection with back-projected 2d features,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Back to 3d: Few-shot 3d keypoint detection with back-projected 2d features,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:18.259961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aac61198-888d-4514-b8f1-65f2a28426ad · outbound

This paper cites Point cloud pre-training with diffusion models,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Point cloud pre-training with diffusion models,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:16.409722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a09fd052-7ebe-4037-9fbe-b3eefa41382f · outbound

This paper cites DINOv2: Learning robust visual features without supervision,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission DINOv2: Learning robust visual features without supervision,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:18.083408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb2e0c1a-59f3-4f41-82cb-b2dfd0b8464c · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Pointnet: Deep learning on point sets for 3d classification and segmentation,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:16.620866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e1ad4bd-a2d8-4aa1-a375-64355a8d942a · outbound

This paper cites Digital-sc: Digital semantic communication with adaptive network split and learned non-linear quantization,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Digital-sc: Digital semantic communication with adaptive network split and learned non-linear quantization,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:17.870233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2ece8e7-652c-41f0-92ef-2a618a507321 · outbound

This paper cites Diffusion probabilistic models for 3d point cloud generation,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Diffusion probabilistic models for 3d point cloud generation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:16.834094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b05e0a0-210a-4783-8940-c96141d1028e · outbound

This paper cites Denoising diffusion probabilistic models,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Denoising diffusion probabilistic models,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:16.904809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb51078-87d5-47a0-8446-03fa3c75ae08 · outbound

This paper cites Denoising diffusion implicit models,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Denoising diffusion implicit models,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:17.025778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67774573-c5f1-450c-a324-67886f79bbdd · outbound

This paper cites Rectified diffusion: Straightness is not your need in rectified flow,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Rectified diffusion: Straightness is not your need in rectified flow,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:17.635310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4321d84-cad6-450e-ac93-5916fc562083 · outbound

This paper cites Keypointnet: A large-scale 3d keypoint dataset aggregated from numer- ous human annotations,.

Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission Keypointnet: A large-scale 3d keypoint dataset aggregated from numer- ous human annotations,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:17.458207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.