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Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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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no resolver link, observed 2026-08-07T00:49:24.155069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:24.155069Z digest=sha256:f958810382891c130b5e192f68e04046fded0bfd3822915ef9ae53754bff2478

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 2026-08-14T06:32:32.682623+00:00.

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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=sha256:4706be03d028c776bc2d8ce1846c3f71f231187f4e7fca0cbf3803b5e61d1f90

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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

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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.

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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:e4efa469a8ae39dec4fd90c125d3328df26607929cc977733d88318e08747897

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

Resolution
verified fuzzy
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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:25.119986Z digest=sha256:795cbf861babd95feadc9c9a6ebc6f81fbd89095404a2a344f5f569b0b5ff927

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:49:25.211558Z digest=sha256:dc500f6ef810552f4b7cf038c134f4c4135ba51c5e3b4b7183c0e7ba1e46c50d

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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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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:25.418318Z digest=sha256:5d82a8f2ab6de8d12fb7747a1287a6a956c0a7d78b98a00235d115fec097364f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:25.542054Z digest=sha256:fc06b6a914bfe60013d3002f22af842cf70a51ee0fb906bd9d5a1783425abdb2

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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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 2026-08-14T06:32:32.682623+00:00.

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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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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=sha256:4fa666355c87246803bfcaa46651fbebdac8b58f12acf0ad2f0100c994c167ca

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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:26.271580Z digest=sha256:2099d0802a717129eba38c7704d727f5eed82c1fe05d0a5438b13da89e26b5ef

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 2026-08-14T06:32:32.682623+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

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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 2026-08-14T06:32:32.682623+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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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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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

Resolution
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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:27.172154Z digest=sha256:a937e2173eec8882b70f21ce7c240742d3d08ec37fd848ac7ce70b20f9898a97

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:27.263782Z digest=sha256:991074e28b14c50c66de5da60a2d28db9a669cd5225eb596fc204b8ecf92eb9e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:27.339331Z digest=sha256:21d78ece487634956740a3f36ebd83627a2c5f1596b44312013d36cc71b6bf22

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:bff9bcd0b82fde23f3244b8b2518388b70c1c4c41869f20dfbfc7654f1e825f1

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=sha256:5ef523aed394f23ceb0a98b90bf04da0124bee67dd1865a9251c9d05bb634d6c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:27.719304Z digest=sha256:50431d125a696a6f2d5b84aa1d05f7929c6dbb112fc015292134d5349287cbf6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:27.888019Z digest=sha256:6909c914b4b31b4f037dadd10bc984e988a899cb3546c1565f3c2bd1a9f0f474

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:27.997172Z digest=sha256:8dab43c280ffaab884956be5473954909c6e3b4fed2ac8172c6cf02bf94e6430

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:28.106878Z digest=sha256:1e6e2d4ab65d3abda5b58edfa9d18b35384281c85e35a723540ecf95bf3813b5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:28.237877Z digest=sha256:dd4f8e7ee3056aa80faefd997d4c63412645fa1a1dd38e729379d716df5b804e

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=sha256:386b45605c4c71e57fe932c2bb7e64f56e2321d14bae8d65fb9fc1d5112eebea

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:28.507304Z digest=sha256:c7ec26a2fbd8f1ebe8a717cd5901145ac67bc0cc4fa131f5137d08988d2e9977

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=sha256:9c02e7f942080c9734bfae0af06f143bb7364228aa91cfa2a6b5b5e05a16ab44

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:28.706960Z digest=sha256:c6bf3a1878b266138d9482276448ba95bddc1756db6a9a61e0303852ff49df98

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:28.850551Z digest=sha256:b8fa0684c8dd13d0cebdf10267da9e56ebf6836cfb8802f121dbb54475c91b4c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:28.982828Z digest=sha256:31138f88414d317b46824f49bf27b87061fcc7b85ca62b568d14cfb4330620e3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:29.066877Z digest=sha256:b1e318ac1749b8db54fdd1d8881599f56d43e3398573c718e8df5d602b709254

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:29.121704Z digest=sha256:ed1cea1c61dae19d21d9dba2446b0978d7aa79b93b27fbd80e23187623219b47

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:29.225688Z digest=sha256:b6b531b3976c05f8760460a5fd5083d2d9d891be6b1bfcbdd5c3fb42a7487b13

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:29.369527Z digest=sha256:f980576daf9fdabee1209a1b93ea1aa3ed7de3bcdf9d343be9eafc38c5d4aabb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:29.500977Z digest=sha256:c2dd2997586c93febe080fa09601be3356d0aacd149e9fc29428bb4235b4bd22

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:29.589095Z digest=sha256:b296912236a05a189c9215f1b3a2f921b5917bba5d1a0de23310a7ead5a33d6c

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=sha256:0018ceea99d054debbd7981222d8c2d678a98054c511bde13ff2cacb80553297

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=sha256:638d352542a8aab715c0029ee992b9c8baaf4f8d5d04f729bf78ec8ad76d8796

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:29.943330Z digest=sha256:95c82b99fddc086dbfdca1b662d27341ebb1ae8237a8b0a54588f5ce8edcca56

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:30.063148Z digest=sha256:7b5ea92e0b74f38e157aa5fe428715c4728c09986e47e7bdcf9d0ca9e9ca0d29

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T00:49:30.239502Z digest=sha256:dd4d4e3e1b29b21f1cd82f680e91aeb086db91b46f6de57d29dcc8bd6bdad7f4

Pith citing papers

No inbound Pith citation observations are available.