Paper Citation Record · LEDGER

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission

As of 7 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2507.11913.

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

pith.paper-citation-record.v1
2507.11913 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:07:30.014801Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

40 of 40 outbound references displayed

verified exact1
verified fuzzy34
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb2160db-c284-4a3a-b15f-17e3b66fd1be · outbound

This paper cites A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:36.130688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0af95f5-bf3c-4976-b30a-b86d39eeb872 · outbound

This paper cites Ultrareliable and low-latency wireless communication: Tail, risk, and scale,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Ultrareliable and low-latency wireless communication: Tail, risk, and scale,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:35.932848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation deb43688-6c23-4bfb-9ba0-9c671c9d3301 · outbound

This paper cites A joint communication and computation design for distributed RISs assisted probabilistic semantic communication in IIoT,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission A joint communication and computation design for distributed RISs assisted probabilistic semantic communication in IIoT,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:35.769493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dead40d7-8c76-425f-9ceb-b6c902b3f403 · outbound

This paper cites A mathematical theory of communication,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission A mathematical theory of communication,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:26.666315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a91a74-c3ac-465f-a41f-f869bd572e56 · outbound

This paper cites Distributed com- pressive sensing: Performance analysis with diverse signal ensembles,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Distributed com- pressive sensing: Performance analysis with diverse signal ensembles,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:35.566523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2eff6fb3-8add-4d77-9805-8698e943c36c · outbound

This paper cites Near shannon limit error- correcting coding and decoding: Turbo-codes. 1,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Near shannon limit error- correcting coding and decoding: Turbo-codes. 1,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:35.339526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14da797a-0257-4e9e-bcab-87e30c8d7ad2 · outbound

This paper cites Low-density parity-check codes,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Low-density parity-check codes,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:35.114574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6798a569-348b-4b38-ba25-4b05955a7b76 · outbound

This paper cites New frequency-time scheduling algorithms for 3gpp/lte-like ofdma air interface in the downlink,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission New frequency-time scheduling algorithms for 3gpp/lte-like ofdma air interface in the downlink,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:34.915223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 527ee9cf-053b-4986-9496-56c40beee304 · outbound

This paper cites Joint power and bandwidth allocation algorithm with qos support in heterogeneous wireless networks,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Joint power and bandwidth allocation algorithm with qos support in heterogeneous wireless networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:34.716665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff80dce5-9114-4999-9bf7-4b209d121032 · outbound

This paper cites From semantic communication to semantic-aware networking: Model, architecture, and open problems,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission From semantic communication to semantic-aware networking: Model, architecture, and open problems,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:27.233663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3abe4c75-aa4f-457e-9234-e18904e08306 · outbound

This paper cites Energy-efficient probabilistic semantic communication over space-air- ground integrated networks,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Energy-efficient probabilistic semantic communication over space-air- ground integrated networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:34.393347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 270f4fb5-1d37-4803-a6e6-78f31d73cac2 · outbound

This paper cites Beyond transmitting bits: Context, seman- tics, and task-oriented communications,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Beyond transmitting bits: Context, seman- tics, and task-oriented communications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:34.097800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76281d82-7faf-4daf-ab5c-04203f8272d9 · outbound

This paper cites Compression ratio allocation for probabilistic semantic communication with RSMA,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Compression ratio allocation for probabilistic semantic communication with RSMA,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:33.919496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b979087-24a8-4955-a396-20c27999ba77 · outbound

This paper cites Blockchain-aided secure semantic communication for ai-generated con- tent in metaverse,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Blockchain-aided secure semantic communication for ai-generated con- tent in metaverse,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:33.753828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d5f73c5-ec1f-4687-9030-2b82d14aaee5 · outbound

This paper cites Research on some key technologies of deep learning in the field of computer vision,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Research on some key technologies of deep learning in the field of computer vision,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:33.531447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aeed03a3-0dfe-41ae-b217-9bd38ee5bc52 · outbound

This paper cites Afsse: An interpretable classi- fier with axiomatic fuzzy set and semantic entropy,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Afsse: An interpretable classi- fier with axiomatic fuzzy set and semantic entropy,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:33.331694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e867653-d487-4778-b335-8637b2e5bffa · outbound

This paper cites Storytelling from an image stream using scene graphs,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Storytelling from an image stream using scene graphs,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:33.168067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e462d015-bbd3-4ab8-ab07-b6f0e80820d9 · outbound

This paper cites Deep joint source- channel coding for multi-task network,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Deep joint source- channel coding for multi-task network,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:32.916317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 296a5ec0-3341-406c-ba07-a943796eac68 · outbound

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

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Deep joint source- channel coding for wireless image transmission,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:28.052446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd00b9dd-8f22-4fd8-8cf0-92bfedfa4aa6 · outbound

This paper cites An overview of the jpeg 2000 still image compression standard,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission An overview of the jpeg 2000 still image compression standard,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:32.719388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18dd8c2b-b954-4e08-8883-0c6e8415e01c · outbound

This paper cites Wireless image transmission using deep source channel coding with attention modules,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Wireless image transmission using deep source channel coding with attention modules,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:32.589473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c5b716cb-5b9a-4adc-a49e-79e18c54fec0 · outbound

This paper cites Deep joint source-channel coding for wireless image transmission with adaptive rate control,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Deep joint source-channel coding for wireless image transmission with adaptive rate control,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:32.446998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c834aaaf-770a-47eb-8312-a88801a3c7d8 · outbound

This paper cites Predictive and adaptive deep coding for wireless image transmission in semantic communication,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Predictive and adaptive deep coding for wireless image transmission in semantic communication,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:32.278571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 226c03f4-0d70-40ba-83e2-f6179120fb70 · outbound

This paper cites Visual relationship detection: A survey,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Visual relationship detection: A survey,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:32.157712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d563d89-d7c6-4c25-b7a1-5b3e010c75f6 · outbound

This paper cites Fully convolutional networks for semantic segmentation,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Fully convolutional networks for semantic segmentation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.983001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 55eacea3-e4d1-4401-a67c-3b123d7ce598 · outbound

This paper cites Deep residual learning for image recognition,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Deep residual learning for image recognition,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:28.656206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a44f3da-5b69-487c-8133-7ef2e9fbc4a6 · outbound

This paper cites Transferring cnn ensemble for hyperspectral image classification,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Transferring cnn ensemble for hyperspectral image classification,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.824150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7dc1d33-0ccc-4175-b409-b5e4ea912ae0 · outbound

This paper cites Deep knowledge training and heterogeneous cnn for handwritten chinese text recognition,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Deep knowledge training and heterogeneous cnn for handwritten chinese text recognition,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.714791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 713d58a6-8e78-41cc-970d-7688f59cd307 · outbound

This paper cites Semanticstylegan: Learning compositional generative priors for controllable image synthesis and editing,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Semanticstylegan: Learning compositional generative priors for controllable image synthesis and editing,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.584146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8cd71fc6-4d35-412f-b65d-9504d94aef53 · outbound

This paper cites Knowledge-aided semantic communication leveraging probabilistic graphical modeling,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Knowledge-aided semantic communication leveraging probabilistic graphical modeling,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.414808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 16f9d75e-dba9-405d-b131-021c25590aa9 · outbound

This paper cites Transmit what you need: Task-adaptive semantic communications for visual information,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Transmit what you need: Task-adaptive semantic communications for visual information,

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-06T17:07:30.316378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3050d30e-7bd0-432b-9aaf-0cb90b659cc3 · outbound

This paper cites Image attributes: an investigation,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Image attributes: an investigation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.313580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd443341-554a-4d9d-b01c-b85ca40bc84a · outbound

This paper cites Visual genome: Connecting language and vision using crowdsourced dense image annotations,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Visual genome: Connecting language and vision using crowdsourced dense image annotations,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:29.357309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd06e899-53a4-415e-af6d-05c7596f4784 · outbound

This paper cites Reltr: Relation transformer for scene graph generation,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Reltr: Relation transformer for scene graph generation,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.186231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 977b2fdb-cc59-4448-9db6-47397ad28a4d · outbound

This paper cites A joint communication and computation design for semantic wireless communication with probability graph,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission A joint communication and computation design for semantic wireless communication with probability graph,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:31.040329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a065bcd-4626-4dd1-93f9-01980cf6a030 · outbound

This paper cites A joint communication and computation design for probabilistic semantic com- munications,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission A joint communication and computation design for probabilistic semantic com- munications,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:30.943272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 917fba3e-f485-4bc8-94fc-a2508a32e68d · outbound

This paper cites High-resolution image synthesis with latent diffusion models,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission High-resolution image synthesis with latent diffusion models,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:30.809427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49598e97-8592-4b38-9226-0ad81dd6dfe4 · outbound

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

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Learning transferable visual models from natural language supervi- sion,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:30.712106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 03bc5eba-cbe3-4c5f-9168-5d864869232d · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission The unreasonable effectiveness of deep features as a perceptual metric,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:30.575051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad95a90c-464c-46ea-a3c3-9315fb510f56 · outbound

This paper cites Annotat- ing smart environment sensor data for activity learning,.

Scene Graph-Aided Probabilistic Semantic Communication for Image Transmission Annotat- ing smart environment sensor data for activity learning,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:07:30.453034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.