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Paper Citation Record · LEDGER

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks

As of 13 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2506.12786.

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

pith.paper-citation-record.v1
2506.12786 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:49:30.239502Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cdb23485-45d5-4a44-82db-99742b91c396 · outbound

This paper cites What should 6g be?.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks What should 6g be?

Reference 1

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raw_fallback, observed 2026-08-07T00:49:38.237846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0e279199-a39e-4744-9722-4c354e47fa3a · outbound

This paper cites The road towards 6g: A comprehensive survey,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks The road towards 6g: A comprehensive survey,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 1f862010-5df3-4d43-b978-3b78eef7c508 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks A joint communication and computation design for distributed RISs assisted probabilistic semantic communication in IIoT,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ccf77b37-5473-4a5a-bc51-2f3fa5789ef6 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks A vision of 6g wireless systems: Applications, trends, technologies, and open research problems,

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:24.155069Z digest=sha256:d1c4090155805dbef2c06c50238e7930b32cb91de538fa055aed47a6753a9942

Observation 0dc9b1e1-708c-494f-9add-2d8ae89ddff3 · outbound

This paper cites A survey on 5g: The next generation of mobile communication,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks A survey on 5g: The next generation of mobile communication,

Reference 6

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raw_fallback, observed 2026-08-07T00:49:37.758997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:24.274310Z digest=sha256:ad4643d13f85d0472634c9d4e3f3a7555985589d3f3ce76a221487b060309186

Observation 00f3a53c-6804-4934-b2b2-d29890f817d3 · outbound

This paper cites 6g internet of things: A comprehensive survey,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks 6g internet of things: A comprehensive survey,

Reference 7

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no resolver link, observed 2026-08-07T00:49:24.414403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:24.414403Z digest=sha256:ccb545724a13b921fc49cb7b483b298a5ade2f02ceda1e8011c8fbc5bec2da76

Observation 2895df23-35cc-4cb9-a8db-6f30faf2886e · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks A joint communication and computation design for probabilistic semantic com- munications,

Reference 8

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raw_fallback, observed 2026-08-07T00:49:37.546284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 00941be3-1547-4d2b-a5b3-10bcdf852b05 · outbound

This paper cites Communications in the 6g era,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Communications in the 6g era,

Reference 9

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raw_fallback, observed 2026-08-07T00:49:37.394366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5bbbe67e-f729-41a2-9af5-288312e251b3 · outbound

This paper cites 6g wireless systems: Vi- sion, requirements, challenges, insights, and opportunities,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks 6g wireless systems: Vi- sion, requirements, challenges, insights, and opportunities,

Reference 10

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raw_fallback, observed 2026-08-07T00:49:37.244744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:24.824857Z digest=sha256:89b94837dbdc97909cf8cf607d094f04b0827dd0f9a6d8ab51dfbd8f61111f33

Observation aee1da28-81e9-4c18-a552-33fb257dea07 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks A joint communication and computation design for semantic wireless communication with probability graph,

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:24.930323Z digest=sha256:f5ef663b1bf4565ea1006050d5a381f2ed0b31bd9ccfdd68e2dbf4a12a270e67

Observation fe393040-18d1-4a1f-8a33-cccba108a3d0 · outbound

This paper cites A mathematical theory of communication,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks A mathematical theory of communication,

Reference 12

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no resolver link, observed 2026-08-07T00:49:25.044550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:25.044550Z digest=sha256:1e542b2c0d934f310cd14f1e201e23ce5e06c34dedebcba76202663fa46878be

Observation 49bdef9c-f695-4de6-8d06-36ad558a1f6a · outbound

This paper cites Computer vision for assistive technologies,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Computer vision for assistive technologies,

Reference 13

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raw_fallback, observed 2026-08-07T00:49:37.106665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:25.119986Z digest=sha256:198c9bc0fb2e9ef4bd68ffe868b924abd48bb54923b3d3ea0cfa036f1cfd4a07

Observation 2a9c9d5e-d63a-4c5e-9757-324316d9f74e · outbound

This paper cites Semantic communications for future internet: Fundamentals, applications, and challenges,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Semantic communications for future internet: Fundamentals, applications, and challenges,

Reference 14

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no resolver link, observed 2026-08-07T00:49:25.211558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 57754107-9577-4841-9749-cbf8f5cb1324 · outbound

This paper cites Applying deep-learning-based com- puter vision to wireless communications: Methodologies, opportunities, and challenges,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Applying deep-learning-based com- puter vision to wireless communications: Methodologies, opportunities, and challenges,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:36.956161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 6ca5a6ef-edd3-41e7-b691-456b98e59f61 · outbound

This paper cites Semantic communications: Overview, open issues, and future research directions,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Semantic communications: Overview, open issues, and future research directions,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:36.834930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5e3fffe6-c20b-4a9f-9c7f-c31017c8d122 · outbound

This paper cites Towards a theory of semantic communication,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Towards a theory of semantic communication,

Reference 17

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raw_fallback, observed 2026-08-07T00:49:36.707218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:25.542054Z digest=sha256:2ccb594d11ded572780982c82d7ab157e3136224b28c610b3b2e63f4d18442d5

Observation c34bb96e-447b-4baa-bf33-6bd16d200da2 · outbound

This paper cites Preserving quality of information by using semantic relationships,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Preserving quality of information by using semantic relationships,

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:36.592315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:25.666973Z digest=sha256:be98c532c85a7a4b12464a6b5ef4b8fb5679d3a8aeb5fa2477d336f9ac8ed94f

Observation 5b89a2b3-e486-4f54-b26b-b6049ea8fdf6 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Compression ratio allocation for probabilistic semantic communication with RSMA,

Reference 19

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raw_fallback, observed 2026-08-07T00:49:36.431532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 10736d32-df8d-4d68-93cd-31f4c7bb3974 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Transmit what you need: task-adaptive semantic communications for visual information,

Reference 20

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no resolver link, observed 2026-08-07T00:49:25.898908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 316633d6-41f4-4ddb-951d-6266a564ced5 · outbound

This paper cites Unpaired image-to-image translation using cycle-consistent adversarial networks,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Unpaired image-to-image translation using cycle-consistent adversarial networks,

Reference 21

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raw_fallback, observed 2026-08-07T00:49:36.274305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 2d351405-518e-4aa1-ba54-61984c6e2a7d · outbound

This paper cites Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks

Reference 22

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no resolver link, observed 2026-08-07T00:49:26.132062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:26.132062Z digest=sha256:1470b665351a22cbd3232f9bb57dc517313fb6f7e1b9fb07c2ffca25cba47c41

Observation 59f6cdc0-a6a2-42e1-99fc-84b5f133787b · outbound

This paper cites Generative ai for semantic communication: Architecture, challenges, and outlook,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Generative ai for semantic communication: Architecture, challenges, and outlook,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:36.151396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5a5b21d3-b9cf-40c3-b0f2-d180f4f94e06 · outbound

This paper cites Generative ai-driven semantic communication networks: Architecture, technologies and applications,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Generative ai-driven semantic communication networks: Architecture, technologies and applications,

Reference 24

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raw_fallback, observed 2026-08-07T00:49:35.987746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5826c6b0-e731-4897-a43f-6e6ee993a3ea · outbound

This paper cites Joint source-channel coding and unequal error protection for video plus depth,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Joint source-channel coding and unequal error protection for video plus depth,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:35.830280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 6d5a455c-87e1-4a09-9ebf-160c8f2a278f · outbound

This paper cites Transactions papers source-optimized channel coding for digital transmission channels,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Transactions papers source-optimized channel coding for digital transmission channels,

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:35.683247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d359baba-b493-47b0-b37f-9696bc37bf7e · outbound

This paper cites Combined vector quantisation and index assignment with embedded redundancy for noisy channels,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Combined vector quantisation and index assignment with embedded redundancy for noisy channels,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:35.505284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8b283338-cacb-49aa-84b8-fcf144812922 · outbound

This paper cites Joint source-channel vector quantization for compressed sensing,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Joint source-channel vector quantization for compressed sensing,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:35.334049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation efacc2e3-1cc8-4eaf-9c55-2959f9611070 · outbound

This paper cites A linear encoding approach to index assignment in lossy source-channel coding,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks A linear encoding approach to index assignment in lossy source-channel coding,

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:35.151563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e7ee141b-d9e2-4cc4-8f93-ae9ab4dcbc64 · outbound

This paper cites Evaluation of analog joint source-channel coding systems for multiple access channels,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Evaluation of analog joint source-channel coding systems for multiple access channels,

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:34.930875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:27.172154Z digest=sha256:1088c37a909bbbe7002f81da8fb9024a90decd7a3eb5a22c6680b5fc6b364f87

Observation 092c3d40-cd27-424c-9bff-a19fcb88ee3d · outbound

This paper cites Sum rate maximization for distributed riss assisted probabilistic se- mantic communication,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Sum rate maximization for distributed riss assisted probabilistic se- mantic communication,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-07T00:49:34.746598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:27.263782Z digest=sha256:5d6ed8df1f0f9156942d018b53ddde87afdbe4eb8ea0734eab05d07c35fa2597

Observation d90f7bc7-f1ec-45c6-b484-1b6a3a131149 · outbound

This paper cites Deep learning based communication over the air,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep learning based communication over the air,

Reference 32

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raw_fallback, observed 2026-08-07T00:49:34.459701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 22071f61-5283-48ad-a92d-e73c74928dcc · outbound

This paper cites Graph-based deep learning for communication networks: A survey,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Graph-based deep learning for communication networks: A survey,

Reference 33

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unresolved
no resolver link, observed 2026-08-07T00:49:27.461643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:27.461643Z digest=sha256:352b08c31e68ce3bbcc197bf26953988802461a9805a332059d52ac4e5423b6b

Observation 2b37ef6c-2e03-491b-ae9c-239d52585b9f · outbound

This paper cites Communication Algorithms via Deep Learning.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Communication Algorithms via Deep Learning

Reference 34

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no resolver link, observed 2026-08-07T00:49:27.612612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:27.612612Z digest=sha256:e8cf8c235e834534d8855d50a47ed4981cf656e9e55e91d70297de8649b22dd4

Observation 82f0ed1d-41c0-4a4a-b5fb-d19d8a154d50 · outbound

This paper cites Deep learning for wireless com- munications: An emerging interdisciplinary paradigm,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep learning for wireless com- munications: An emerging interdisciplinary paradigm,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:34.303972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:27.719304Z digest=sha256:ccfbc4081cc8b4ccb2e0170cbf476d3afc564ef139b8b77c4a4df0db3ea29429

Observation 54794a7b-1796-4b42-980a-2d42278ca902 · outbound

This paper cites Deep learning enabled seman- tic communication systems,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep learning enabled seman- tic communication systems,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:34.094656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:27.888019Z digest=sha256:a17b1eb5199ee0c8538f0d8f62f7722f62cbaeab4ca910d3507ca35166e96114

Observation 7213038a-08e6-4dc8-a197-00220be4b931 · outbound

This paper cites Deep learning-based end-to- end wireless communication systems with conditional gans as unknown channels,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep learning-based end-to- end wireless communication systems with conditional gans as unknown channels,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:33.876961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:27.997172Z digest=sha256:58655ff9eb5c6bca034738eb4a617c3277cd9e266adf82865b03a128f9f148b7

Observation 59a41f22-ab81-4eaf-ae99-9a86cdad229e · outbound

This paper cites Deep learning for wireless physical layer: Opportunities and challenges,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep learning for wireless physical layer: Opportunities and challenges,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:33.625710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:28.106878Z digest=sha256:db16c0f7326f766d3957cdc15e467fe78b9d76380c4d9f8ef0b9fc685d83f407

Observation f98af77c-ac29-417d-9129-114350b4f93f · outbound

This paper cites Deep learning for physical-layer 5g wireless techniques: Opportunities, challenges and solutions,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep learning for physical-layer 5g wireless techniques: Opportunities, challenges and solutions,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:33.491300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:28.237877Z digest=sha256:507e61fcd2ee74bce1fb88126c687a356005775ba1008f50c25cadb4b97b3e23

Observation faa9047f-d731-457d-b3aa-e5ad2f0d6125 · outbound

This paper cites Communication-Efficient Distributed Deep Learning: A Comprehensive Survey.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Communication-Efficient Distributed Deep Learning: A Comprehensive Survey

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T00:49:28.385967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:28.385967Z digest=sha256:d4c30a4c7400ac5267c67099a89d6af7fb0609606ed3a9a45afd9b688ec9d16d

Observation d1311f61-f09e-4521-b122-8bf9db34b9a9 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Energy-efficient probabilistic semantic communication over space-air- ground integrated networks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:33.282780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:28.507304Z digest=sha256:99c7755649a0b8d98171e9620b8030465d37e31065a70228a82510cfd936070e

Observation e38e62a6-03a8-47d0-ac2f-cd170cce4130 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep joint source- channel coding for wireless image transmission,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T00:49:28.637162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:28.637162Z digest=sha256:e8084664001d9fbcdf4dc08d830413c2391a755f177c82ec72e9ecae3700ecc9

Observation 2470d5c0-b88b-41a6-ae20-1f31f7d2950d · outbound

This paper cites Successive refinement of images with deep joint source-channel coding,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Successive refinement of images with deep joint source-channel coding,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:33.067113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:28.706960Z digest=sha256:b3bb846ad3338e1d9867631371b458fc2ed6e317f84d2252c7e6ba840d7b2739

Observation 86286f8b-8616-4310-bb5d-db5cff76e861 · outbound

This paper cites Deepjscc-f: Deep joint source-channel coding of images with feedback,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deepjscc-f: Deep joint source-channel coding of images with feedback,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:32.941785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:28.850551Z digest=sha256:363bdbe728cf26a3d8b362ec7f9e2dca527ed2bddc4986373e5c9dfeef605d50

Observation 756138fc-8ba5-48db-b5d8-62488867069e · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Wireless image transmission using deep source channel coding with attention modules,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:32.670443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:28.982828Z digest=sha256:14b919c9260364bb7c3ce3d6e516c6630b377e47a346b4d80b1f00b9669ad383

Observation ffa96ff9-7eb4-4003-a39e-ba99e6a126f2 · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep joint source-channel coding for wireless image transmission with adaptive models,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:32.523180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:29.066877Z digest=sha256:867bfc2ffa7544b5befa7c6ae8fb51bcd611531bed8c7eea442281c0bd6125ea

Observation 2962d559-d55c-4795-b64e-54cc4a09805a · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep joint source-channel coding for wireless image transmission with entropy-aware adaptive rate control,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:32.236648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:29.121704Z digest=sha256:714f6fba9333482b3d69607e11bba0883a86e03f10e3ab0e309b5b34de34c469

Observation 3b38a3f7-c7d3-452f-ad8a-9cfd5cffa1ea · outbound

This paper cites Joint source- channel coding for wireless image transmission: A deep compressed- sensing based method,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Joint source- channel coding for wireless image transmission: A deep compressed- sensing based method,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:31.952651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:29.225688Z digest=sha256:e97ea244868350b958d072b15fc7959eccf937e9b7ca9866213bcde7bbd21538

Observation 8c0931bd-cce8-4901-844c-9db70efeeb93 · outbound

This paper cites Neural joint sourcechannel coding,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Neural joint sourcechannel coding,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:31.678597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:29.369527Z digest=sha256:efe0c99acc135a279e55f3cd1bbda6e134081a65042985dea8ad83a7c8a61f77

Observation f5fdde9d-01a0-47c6-86cd-165777913b4b · outbound

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

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep joint source-channel coding for wireless image transmission with adaptive rate control,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:31.459381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:29.500977Z digest=sha256:c048d11cbde17fd9532030eaaab3161a97c5a145b445a214e8a2890acce09548

Observation bcd00d19-0f24-49e0-bf82-63aa4b108d34 · outbound

This paper cites Deep joint source-channel coding using overlap image division for block noise reduction,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep joint source-channel coding using overlap image division for block noise reduction,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:31.247781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:29.589095Z digest=sha256:a6b82c986d4bf7c8ed7b3a0bebd5ab388b539131210af90d3857010fd230f32a

Observation c4d138d9-5e6f-4bfd-bdaf-06a32edbf6d7 · outbound

This paper cites Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and Latency.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and Latency

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T00:49:29.681616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:29.681616Z digest=sha256:1f9b984031a8510b6441150395efbbd0ba7009cc785543f69dbd99d4f657b186

Observation 219afe3d-d9ab-4591-a219-210ac1213fb1 · outbound

This paper cites MediaPipe: A Framework for Building Perception Pipelines.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks MediaPipe: A Framework for Building Perception Pipelines

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T00:49:29.846761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:29.846761Z digest=sha256:0ec7d538e2c26157cfab7c2cdf77e2514c01ae7c9afd9f4772e78bf4786fe773

Observation 3fe29624-1f5f-4850-baa0-dd02dd6c6674 · outbound

This paper cites Mediapipe: A framework for perceiving and processing reality,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Mediapipe: A framework for perceiving and processing reality,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:31.035137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:29.943330Z digest=sha256:f11fd36ff6e27481270c96ce3f4027577a8b4ebacc7928334ef29ced4bd9f24d

Observation 7fb843b5-a7cb-48ad-8ae7-5d110fd07354 · outbound

This paper cites Orb: An efficient alternative to sift or surf,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Orb: An efficient alternative to sift or surf,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:30.891438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:30.063148Z digest=sha256:68b331621faa9bddc33642908c49fd9f3769c1e73fe36433b22a6b3c2b0a6f3c

Observation 50464645-9440-42da-8d17-b96d7f4d72a5 · outbound

This paper cites Real-time intermediate flow estimation for video frame interpolation,.

Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks Real-time intermediate flow estimation for video frame interpolation,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:49:30.624098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T00:49:30.239502Z digest=sha256:8ee701dab774b6e588f81c9b069efb879a86d08c7febc4aaca3a3e6199dded84

Pith citing papers

No inbound Pith citation observations are available.