Paper Citation Record · LEDGER

Text-Guided Token Communication for Wireless Image Transmission

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.05781.

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

pith.paper-citation-record.v1
2507.05781 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:22:33.214624Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

29 of 29 outbound references displayed

verified exact1
verified fuzzy24
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 114604e1-2cc0-4cb5-9e35-0311b11058e0 · outbound

This paper cites A v2v emergent message dissemi- nation scheme for 6G-oriented vehicular networks,.

Text-Guided Token Communication for Wireless Image Transmission A v2v emergent message dissemi- nation scheme for 6G-oriented vehicular networks,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.752070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e352a012-248e-47b8-8547-f88e507214a3 · outbound

This paper cites Emerging space communication and network technologies for 6G ubiquitous connectivity,.

Text-Guided Token Communication for Wireless Image Transmission Emerging space communication and network technologies for 6G ubiquitous connectivity,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.736329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed00def2-f697-41f8-9684-615da43ab0f0 · outbound

This paper cites Transformer-empowered 6G intelligent networks: From massive MIMO processing to sema ntic communication,.

Text-Guided Token Communication for Wireless Image Transmission Transformer-empowered 6G intelligent networks: From massive MIMO processing to sema ntic communication,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.718266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 705ee744-7706-4488-b577-79fcce3087c4 · outbound

This paper cites Near-space communications: The last piece of 6G space-air-ground-sea integrated network puzzl e,.

Text-Guided Token Communication for Wireless Image Transmission Near-space communications: The last piece of 6G space-air-ground-sea integrated network puzzl e,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.700707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 243f8e79-9349-4dd1-b90e-04b4ae16d5c0 · outbound

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

Text-Guided Token Communication for Wireless Image Transmission Deep joi nt source- channel coding for wireless image transmission,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.677748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb5ddd87-b8f2-4b42-a579-e7a1755bdd08 · outbound

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

Text-Guided Token Communication for Wireless Image Transmission Wireless image transmission using deep source channel coding with attention modules,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.656103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f1755fa-3358-4df2-934d-bb0687a869d9 · outbound

This paper cites Deep joint semantic coding and beamforming for near-space airship-borne massive MIMO net work,.

Text-Guided Token Communication for Wireless Image Transmission Deep joint semantic coding and beamforming for near-space airship-borne massive MIMO net work,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.639000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d65f3c0-33db-4ff5-9fdc-a7aa2138315c · outbound

This paper cites Deepjscc-q: Constella- tion constrained deep joint source-channel coding,.

Text-Guided Token Communication for Wireless Image Transmission Deepjscc-q: Constella- tion constrained deep joint source-channel coding,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.622771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12900bcb-3524-4be1-a50d-fb37eae2082d · outbound

This paper cites Latency-aware generative semantic communications with pre-trained diffusion model s,.

Text-Guided Token Communication for Wireless Image Transmission Latency-aware generative semantic communications with pre-trained diffusion model s,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.606288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d38060c-26b9-4f91-866b-a1e091e12c02 · outbound

This paper cites Hybrid knowledge-data driven channel semantic acquisition and beamforming for cell-free massiv e MIMO,.

Text-Guided Token Communication for Wireless Image Transmission Hybrid knowledge-data driven channel semantic acquisition and beamforming for cell-free massiv e MIMO,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.588609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de406158-df94-4cdc-a0dc-6ed9eb40be85 · outbound

This paper cites Neural discrete rep- resentation learning,.

Text-Guided Token Communication for Wireless Image Transmission Neural discrete rep- resentation learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.571267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15358333-062a-40d8-a85b-db06d2ef44de · outbound

This paper cites Taming transformer s for high- resolution image synthesis,.

Text-Guided Token Communication for Wireless Image Transmission Taming transformer s for high- resolution image synthesis,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.552791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ca008c5-efda-429f-b3ad-4c876a084360 · outbound

This paper cites Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens.

Text-Guided Token Communication for Wireless Image Transmission Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:22:33.129113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626b01a7-9754-4387-9b81-dd9173f17ab3 · outbound

This paper cites Muse: Text-to-image gener- ation via masked generative transformers,.

Text-Guided Token Communication for Wireless Image Transmission Muse: Text-to-image gener- ation via masked generative transformers,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.535643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fcf1e24e-d772-4e31-b444-ef90ea4b44e3 · outbound

This paper cites Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications.

Text-Guided Token Communication for Wireless Image Transmission Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:22:33.139287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c7c5a8e-9f42-4c19-9e28-12de81c29d23 · outbound

This paper cites Semantic Packet Aggregation for Token Communication via Genetic Beam Search.

Text-Guided Token Communication for Wireless Image Transmission Semantic Packet Aggregation for Token Communication via Genetic Beam Search

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:22:33.296798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ab45174f-866f-468c-8136-4a2fb294b421 · outbound

This paper cites Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation.

Text-Guided Token Communication for Wireless Image Transmission Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:22:33.150362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dcd34d7-b6ba-4ded-9552-4fa84bea2e45 · outbound

This paper cites ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access.

Text-Guided Token Communication for Wireless Image Transmission ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:22:33.156292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7639d7f2-3c0e-4140-8966-f6267f74b44e · outbound

This paper cites 5G; NR; multiplexing and channel coding,.

Text-Guided Token Communication for Wireless Image Transmission 5G; NR; multiplexing and channel coding,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.520113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b2a9311-a0df-4264-82fe-5d80170cce27 · outbound

This paper cites Hoydis, S.

Text-Guided Token Communication for Wireless Image Transmission Hoydis, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.502491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2468fa33-ef7e-4d0e-b3a6-2f8c157de0e5 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Text-Guided Token Communication for Wireless Image Transmission Learning transferable visual models from natural language supervision,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.486336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e29a3f2c-2976-41cf-8c6e-5661f160cf2c · outbound

This paper cites ImageNet: A large-scale hierarchical image database,.

Text-Guided Token Communication for Wireless Image Transmission ImageNet: A large-scale hierarchical image database,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.468910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9fab64ec-3efe-4e13-b4e5-358fd6007101 · outbound

This paper cites LAION-5B-WatermarkDetection.

Text-Guided Token Communication for Wireless Image Transmission LAION-5B-WatermarkDetection

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.451481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5c74f48-e36d-46b1-8244-36df77461634 · outbound

This paper cites LAION2B-en-aesthetic.

Text-Guided Token Communication for Wireless Image Transmission LAION2B-en-aesthetic

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.434460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cdbdf000-8b3b-4bdb-aaa4-5b69e20e949e · outbound

This paper cites Molmo and pixmo: Open weights and open data for state-of-the-art vision-language models ,.

Text-Guided Token Communication for Wireless Image Transmission Molmo and pixmo: Open weights and open data for state-of-the-art vision-language models ,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.416637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d2bd54a-e935-4ef0-a76d-e90e4bb588f3 · outbound

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

Text-Guided Token Communication for Wireless Image Transmission The unreasonable effectiveness of deep features as a perceptual metric,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.400276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7640ecc5-45bf-4bbb-b21a-551bcee7aead · outbound

This paper cites CLIPScore: A reference-free evaluation metric for image captioning,.

Text-Guided Token Communication for Wireless Image Transmission CLIPScore: A reference-free evaluation metric for image captioning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.383995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c90ddb2-2b56-4475-9af1-05f0020ef91b · outbound

This paper cites From image descriptions to visual denotations: New similarity metrics for semantic in ference over event descriptions,.

Text-Guided Token Communication for Wireless Image Transmission From image descriptions to visual denotations: New similarity metrics for semantic in ference over event descriptions,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.367843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c497b63-29ae-4f9b-97f0-2ef175650bb7 · outbound

This paper cites ptﬂops: a ﬂops counting tool for neural ne tworks in py- torch framework.

Text-Guided Token Communication for Wireless Image Transmission ptﬂops: a ﬂops counting tool for neural ne tworks in py- torch framework

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:22:33.351032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.