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Paper Citation Record · LEDGER

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 7 inbound Pith citation observations for arXiv:2501.01138.

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

pith.paper-citation-record.v1
2501.01138 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:41:50.529044Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:14:20.928451Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T05:35:45.078483Z

Reference resolution

51 of 51 outbound references displayed

  • verified exact4
  • verified fuzzy28
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9b71ed1-0e9e-4f62-b5ee-5ce1cbf4e1f9 · outbound

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

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 1

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raw_fallback, observed 2026-08-10T22:41:51.319957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.300135Z digest=sha256:726854c5cea5cac25a7845b9c96f93e62bb8cb967eedfb278d980d9bf5d42f8b

Observation 86f881e9-39f5-4a3b-b586-70051c9c165b · outbound

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

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deep joint source- channel coding for wireless image transmission,

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.305289Z digest=sha256:d4ec802163dfd7fe14648986c6bcfd8656298b552165911eef00840bad2c2069

Observation 7dbda3ea-e0c0-487e-bb55-999f3c898a4d · outbound

This paper cites Joint source–channel coding: Fundamentals and recent progress in practical designs,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Joint source–channel coding: Fundamentals and recent progress in practical designs,

Reference 3

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no resolver link, observed 2026-08-10T22:41:50.310126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.310126Z digest=sha256:95c2b245533b8a0c25dad11a24d95b767b5a893fc5b5551ca772150fcebd5997

Observation 281a5a6b-b4ce-47e5-a1bd-5ed62026e36a · outbound

This paper cites Nonlinear transform source-channel coding for semantic communications,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Nonlinear transform source-channel coding for semantic communications,

Reference 4

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no resolver link, observed 2026-08-10T22:41:50.314658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.314658Z digest=sha256:1bead75329cddd3d64c3b2c962ad1b319992aa4afc86ac3176263956fed5e4f0

Observation 90830d03-d7fe-4fd0-9a8b-d89355ad9eb1 · outbound

This paper cites Transformer-aided wireless image transmission with channel feedback,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Transformer-aided wireless image transmission with channel feedback,

Reference 5

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raw_fallback, observed 2026-08-10T22:41:51.283769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.318609Z digest=sha256:d39a1cbf3d5eb6c0052f6645068f57e81e8b332fb03c0a27b81df637ea8b8407

Observation e8dd9362-8e5a-4740-9f57-a0c348b02e0f · outbound

This paper cites Deep joint source-channel coding for adaptive image transmission over MIMO channels,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deep joint source-channel coding for adaptive image transmission over MIMO channels,

Reference 6

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raw_fallback, observed 2026-08-10T22:41:51.269591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.322595Z digest=sha256:5da688cbf4772e986a71cb6e48a861f383eeb491d31fb620afd74028d0a18f76

Observation 99aa80dd-8839-4f58-92e1-ef6ace0d0499 · outbound

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

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deep joint source channel coding for wireless image transmission with OFDM,

Reference 7

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raw_fallback, observed 2026-08-10T22:41:51.255782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.327898Z digest=sha256:c6254278047f44fc10443c753a2330c1cb90bc1e63e77a37d29fd9dc5e3f889d

Observation 5a92e842-108a-4ff2-99ed-0ac456f63ddb · outbound

This paper cites Channel-adaptive wireless image transmission with OFDM,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Channel-adaptive wireless image transmission with OFDM,

Reference 8

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raw_fallback, observed 2026-08-10T22:41:51.241814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.331618Z digest=sha256:8a27ddfbb528ecf3e159e54c866409448a3c397b03c7d15b629b219e51e238cc

Observation 64522f21-72c9-4f7d-9be4-121ab9e98551 · outbound

This paper cites Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks

Reference 9

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local_arxiv, observed 2026-08-10T22:41:50.885692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.334808Z digest=sha256:a6a403317a382cb4be61f54ff4f4165b1941ce99de7b970857347d9628cfbb24

Observation 2f6577ac-3436-44e5-a717-ef9afaf53058 · outbound

This paper cites Distributed deep joint source-channel coding over a multiple access channel,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Distributed deep joint source-channel coding over a multiple access channel,

Reference 10

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raw_fallback, observed 2026-08-10T22:41:51.228621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.338973Z digest=sha256:e2e41724747b4586946ee9d5f198bc6789e1214fbecb52475953630285bcad81

Observation eb07f89a-4645-42c8-995b-1a4467d2a4f4 · outbound

This paper cites Model division multiple access for semantic communications,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Model division multiple access for semantic communications,

Reference 11

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raw_fallback, observed 2026-08-10T22:41:51.216689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.343560Z digest=sha256:2221dd86d9c557fb769a63642fdab0b1272888224fd0c015d91634c2743a7445

Observation d714e178-2a2b-4adc-9149-c3ca27bd78c1 · outbound

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

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deepjscc- q: Constellation constrained deep joint source-channel coding,

Reference 12

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raw_fallback, observed 2026-08-10T22:41:51.205006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.348064Z digest=sha256:318c4e33405a7ea13d5ad7dcfa84c5972cfdde33154b566f7e13b56ea45ac04b

Observation 4e3651c0-59e9-4def-bd2f-da1df669fbe9 · outbound

This paper cites Joint coding-modulation for digital semantic communications via variational autoencoder,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Joint coding-modulation for digital semantic communications via variational autoencoder,

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.352366Z digest=sha256:9c7fb707e882cad7f560965904a4e03cfb0460192b0f0973a991331b3b2618ab

Observation ea401654-7e12-412d-b711-e0b1bfa8bc05 · outbound

This paper cites Generative joint source-channel coding for semantic image transmission,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Generative joint source-channel coding for semantic image transmission,

Reference 14

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unresolved
no resolver link, observed 2026-08-10T22:41:50.357249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.357249Z digest=sha256:9c5a09eb026ac020ae7c168837aafbd142039ddd9a56cdd031d1eaa62f3c9fb4

Observation 2dd7bcc0-f3d3-4c45-9d05-e7b2e9f482c8 · outbound

This paper cites CDDM: Channel denoising diffusion models for wireless semantic communications,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission CDDM: Channel denoising diffusion models for wireless semantic communications,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-10T22:41:51.174328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.363297Z digest=sha256:72d7e7221bbebb5065eae06067be70e037b709978f5790e28e7120c680aa0253

Observation f820365a-4ea7-4e01-a2e6-6a071c27cbc2 · outbound

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

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Wireless image transmission using deep source channel coding with attention modules,

Reference 16

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raw_fallback, observed 2026-08-10T22:41:51.160242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.368551Z digest=sha256:cba3e133dd960dd182569c398af8cba3402877099e1fefe26601acedc6c10442

Observation 42f5593c-3d58-43d6-8470-918276f8acc2 · outbound

This paper cites Denoising diffusion probabilistic models,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Denoising diffusion probabilistic models,

Reference 17

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raw_fallback, observed 2026-08-10T22:41:51.144527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.373977Z digest=sha256:f355e2a91b3291d1497e687cb158764b5754610c8ceb5216133259c1c305f1a8

Observation 117a791a-8fe3-4e7f-8d74-c9cf2ee90c5e · outbound

This paper cites Diffusion models beat gans on image synthesis,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diffusion models beat gans on image synthesis,

Reference 18

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raw_fallback, observed 2026-08-10T22:41:51.125611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.378594Z digest=sha256:82190a359cfca0cc7f1241aec2004722e3d3477d66ef154de28b45c1bae5ca8a

Observation 74d77376-da92-46a0-bf1f-e8a1dfe4684a · outbound

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

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission High- resolution image synthesis with latent diffusion models,

Reference 19

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raw_fallback, observed 2026-08-10T22:41:51.110971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.382980Z digest=sha256:7de0ced6801cd6181d681b5aee8cbe7e76aa023e29edc87754ef014ea8220f03

Observation 1593f90c-6172-4b55-8f26-3dfdb5d4162e · outbound

This paper cites PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.387851Z digest=sha256:a8cd67d2deacd91d6004a927201da4d832943c6cb210f47fcb7ba023f03093ca

Observation e2dac744-67da-4158-9bcd-a95142f400bc · outbound

This paper cites Adding conditional control to text-to-image diffusion models,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Adding conditional control to text-to-image diffusion models,

Reference 21

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raw_fallback, observed 2026-08-10T22:41:51.094411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.393312Z digest=sha256:43456ad3a54bc44c4c41af7ce4f0b74f0e533a61757203759665996b9f9f0d7a

Observation 37412883-fdb2-4c22-906d-0cd2a089248c · outbound

This paper cites Text + Sketch: Image Compression at Ultra Low Rates.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Text + Sketch: Image Compression at Ultra Low Rates

Reference 22

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no resolver link, observed 2026-08-10T22:41:50.397476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.397476Z digest=sha256:f78c7ebb97551198d99e66b61f097221e4e7897613a309c3968f664cb60fbc75

Observation eda30fd5-c22a-4b3a-a82e-56be2e4ebb40 · outbound

This paper cites Latency-Aware Generative Semantic Communications with Pre-Trained Diffusion Models.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Latency-Aware Generative Semantic Communications with Pre-Trained Diffusion Models

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.403004Z digest=sha256:85d7eb8ecd966aafdc523f2f6d95ee9dec6ec1f8b1fb327e4e458bf45890c371

Observation ab7daf5f-915f-472e-bb39-bc2595e93283 · outbound

This paper cites Fast-gsc: Fast and adaptive semantic transmis- sion for generative semantic communication,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Fast-gsc: Fast and adaptive semantic transmis- sion for generative semantic communication,

Reference 24

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no resolver link, observed 2026-08-10T22:41:50.407395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.407395Z digest=sha256:e23d9f36a3f598b87ffa3b115eebf01141b87d134aa658ec055de1c6a0a124be

Observation a1f76a20-1e54-450b-82de-44d54a6ee745 · outbound

This paper cites Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency

Reference 25

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verified exact
local_arxiv, observed 2026-08-10T22:41:50.740517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.412019Z digest=sha256:c9a48663a8a85871aafda7f41d60b5602c61d506c64e4a294ba0c153542644a3

Observation 6cab7f22-6307-43df-9f80-e5eca4543810 · outbound

This paper cites Lossy image compression with conditional diffusion models,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Lossy image compression with conditional diffusion models,

Reference 26

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raw_fallback, observed 2026-08-10T22:41:51.079610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.416168Z digest=sha256:871afde5f124bc2bc13dcedd37399a4511920cd07ab0c7acb7457ab1688dccb6

Observation afdffdb2-470a-4a01-98c6-f032511fc923 · outbound

This paper cites A hybrid wireless image transmission scheme with diffusion,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission A hybrid wireless image transmission scheme with diffusion,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-10T22:41:51.063267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.420075Z digest=sha256:99bcbbd0cf7415a88c961fd419b9e5672cc8e82917fa8f435d98abbab1965119

Observation a6d816d7-dc01-41d7-9a07-d7175f0c9bab · outbound

This paper cites High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models

Reference 28

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unresolved
no resolver link, observed 2026-08-10T22:41:50.424480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.424480Z digest=sha256:8d0fd0c459859be19cb3e143d58d7325f03ee5e1bde9402887c95733aa5f50f5

Observation 6cf9fd9e-fdfa-4225-ad1c-7ae215e11c60 · outbound

This paper cites Commin: Semantic image communications as an inverse problem with inn-guided diffusion models,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Commin: Semantic image communications as an inverse problem with inn-guided diffusion models,

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-10T22:41:51.050285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.428881Z digest=sha256:58a0df6afa42049169200d20bba9854ee08d2e18e4daec6aa7ae4b9dc059d5de

Observation fdd46ea2-ba40-4f09-9ff4-1d78da6f8a38 · outbound

This paper cites Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission

Reference 30

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no resolver link, observed 2026-08-10T22:41:50.432826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.432826Z digest=sha256:d35b6e64c8bc6cacc5294891239ac8f894a2a0160c25689f6418229fbc84f91a

Observation 2656327d-4262-40e3-9640-49b760079b15 · outbound

This paper cites Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises

Reference 31

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no resolver link, observed 2026-08-10T22:41:50.436987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.436987Z digest=sha256:e6a7ee5a8e1d063a9bbf68164a3a32cea95de5f1f22411ce30dfcfc090b33163

Observation 9844ecd1-1195-4f96-aacf-2896560bd481 · outbound

This paper cites Hybrid Digital-Analog Semantic Communications.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Hybrid Digital-Analog Semantic Communications

Reference 32

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verified exact
local_arxiv, observed 2026-08-10T22:41:50.681523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.441793Z digest=sha256:8ba0d7dae8f73b2b3e0ae79d33f66d696a3167464a030718774acd92f89345a6

Observation e91fa73c-409a-4707-8fb2-1e771eabe4d1 · outbound

This paper cites Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints

Reference 33

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no resolver link, observed 2026-08-10T22:41:50.446145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.446145Z digest=sha256:61c69f1cf7303b0fe1391ad289b3e542151f26ebfd1ace76962ec9b701fbea06

Observation e07352c9-8891-4bcb-8bb0-9bf86f4404b5 · outbound

This paper cites DiffCom: Channel Received Signal is a Natural Condition to Guide Diffusion Posterior Sampling.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission DiffCom: Channel Received Signal is a Natural Condition to Guide Diffusion Posterior Sampling

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:41:50.649998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.450098Z digest=sha256:cb5dd50620b9ad724d90f6a0c13e702c0bfe2e923cf1a2ce4a6cd8ded7b1604a

Observation 33fe6393-a661-4855-8849-62d07bf70ac0 · outbound

This paper cites Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.454100Z digest=sha256:8898b42697beae94c86bc176d4b5f33be01be0453c619dd4de900f5815764e1a

Observation 0559bcc9-246a-4d71-959e-57e7183009a8 · outbound

This paper cites Towards image compression with perfect realism at ultra-low bitrates,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Towards image compression with perfect realism at ultra-low bitrates,

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-10T22:41:51.035880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.458708Z digest=sha256:832db983acc871e0f4b27ff1461e91b7eb5e990e6c4763f596e1fb28ef325727

Observation 569b3226-b0ca-4eee-8610-c88a956440e0 · outbound

This paper cites Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,

Reference 37

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verified fuzzy
raw_fallback, observed 2026-08-10T22:41:51.021936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.462821Z digest=sha256:d74ec35461fd777608d5c7468ae2642f4b9abba0ace684da418081a8cf0a9714

Observation 6d03db72-533a-43f0-9839-c7bd567aa837 · outbound

This paper cites Muge: Multiple granularity edge detection,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Muge: Multiple granularity edge detection,

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-10T22:41:51.009228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.467145Z digest=sha256:dcb3a2161cf918ec2caa014e2453d2fa41eef230ca1ecc15438d1991a64aed2f

Observation d2c53468-2c90-40f5-8bb7-fc3fbefe9a63 · outbound

This paper cites Denoising Diffusion Implicit Models.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Denoising Diffusion Implicit Models

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.471873Z digest=sha256:22a41a165079c49c115153015a377f7f2c4bc709498e296968bf85989dea4c0a

Observation 3526aca8-b0f8-4071-ba9b-ba90ade445ff · outbound

This paper cites On the Importance of Noise Scheduling for Diffusion Models.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission On the Importance of Noise Scheduling for Diffusion Models

Reference 40

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no resolver link, observed 2026-08-10T22:41:50.476658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.476658Z digest=sha256:7052d6c9afe4db3c212803aa4296d16a94b6bd084810ea381269256b0cad3540

Observation 6684cc9b-5f52-47f0-9c56-8033dda581a5 · outbound

This paper cites Scalable diffusion models with transformers,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Scalable diffusion models with transformers,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.994773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.481005Z digest=sha256:883264cf46028326f6ad23253de50a8341a34834eeb3866999c0f7aad664a032

Observation e0f08c0f-d606-4f12-b96b-83502ae84a77 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 42

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no resolver link, observed 2026-08-10T22:41:50.485463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.485463Z digest=sha256:b1274cea31e954c329f994e4469d871225c33810b466ccd4b312dbbf0a3f7b98

Observation 15bd0542-7f50-4e1f-9f5c-b9a75c24d01d · outbound

This paper cites MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer

Reference 43

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no resolver link, observed 2026-08-10T22:41:50.490673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.490673Z digest=sha256:435de075668bc65660e8d0f74bf31b2f81d017855aec7d833ae101d2ac68ed50

Observation dbd5eef3-e046-4299-8cb9-2b4b631552ee · outbound

This paper cites An snr estimation technique based on deep learning,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission An snr estimation technique based on deep learning,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.981629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.496050Z digest=sha256:b1915012bd149962b3003cd31867e4833353d04124561e4c9f6e2fc0f22c106f

Observation 4f36bfa2-f35a-4605-b5e2-a403ebc02f27 · outbound

This paper cites Segment anything,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Segment anything,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.968846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.501420Z digest=sha256:1062622d673251586c16c2e37f783b56f0228cd48888795f37d822249bf3f677

Observation ca915ed4-8742-433b-8db5-89567babbd1d · outbound

This paper cites Journeydb: A benchmark for generative image understanding,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Journeydb: A benchmark for generative image understanding,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.954779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.506333Z digest=sha256:d06dae0cabf505d42eda177d0409eeff7a9f23560c5042a1373a5b59ac93a03d

Observation 054956c9-752d-480e-af9f-e339a712ed21 · outbound

This paper cites Conceptual 12m: Pushing web-scale image-text pre-training to recognize long-tail visual concepts,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Conceptual 12m: Pushing web-scale image-text pre-training to recognize long-tail visual concepts,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.940381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.511330Z digest=sha256:3c0b28e02f349cddbeff009e327952708cbf673641643228f785149b5edcec7a

Observation f16d0ead-f8e5-4c97-bbf5-94ad78eb74ca · outbound

This paper cites Datacomp: In search of the next generation of multimodal datasets,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Datacomp: In search of the next generation of multimodal datasets,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.926710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.515801Z digest=sha256:b782d22e760a83ec4bf2d4580b70a3d374e81e230e297659247c963b43dde13d

Observation ffacdbb5-83e4-4e24-97a4-eca62928d3af · outbound

This paper cites Celebv-hq: A large-scale video facial attributes dataset,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Celebv-hq: A large-scale video facial attributes dataset,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.912819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.520112Z digest=sha256:ed710608e73b1547f6639181e66316031899b92af8c3c8efc2f14e48dbbe194d

Observation 4693de1a-5df4-40aa-b000-bd30372256e6 · outbound

This paper cites Microsoft coco: Common objects in context,.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Microsoft coco: Common objects in context,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:41:50.898824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:41:50.524987Z digest=sha256:23183f6093ff5a45b6be4a79c0ca01dd1023077474cb8407199126ae1cb107fd

Observation f9503181-8b39-440e-a9a7-d61e85e10f7e · outbound

This paper cites Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 51

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unresolved
no resolver link, observed 2026-08-10T22:41:50.529044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.529044Z digest=sha256:98bd1af639ae08c8f19b2c04444314c299e4fface964db27f31ba93e3ecb00e8

Pith citing papers

Observation f9503181-8b39-440e-a9a7-d61e85e10f7e · inbound

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission cites this paper.

Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 51

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unresolved
no resolver link, observed 2026-08-10T22:41:50.529044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:41:50.529044Z digest=sha256:98bd1af639ae08c8f19b2c04444314c299e4fface964db27f31ba93e3ecb00e8

Observation 2b0278ab-8695-4720-ad8a-f3e2a56d5ea7 · inbound

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

Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 23

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no resolver link, observed 2026-08-08T16:48:22.203948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:48:22.203948Z digest=sha256:0ed2307adfebaf665b42c6ead482e827e3edaa1a407a22153914a90f8a69870f

Observation 77238561-8cf2-4cb7-a85a-a84f3e0ee7cf · inbound

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding cites this paper.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 20

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unresolved
no resolver link, observed 2026-08-15T21:14:20.928451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:14:20.928451Z digest=sha256:3f7e9f977bb5ef708719445003acfde1d7f386d07f51451033cd90c63e39a2df

Observation 567c56ba-0f01-4f7d-b34d-c2f0a0bd2b27 · inbound

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

ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 38

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unresolved
no resolver link, observed 2026-08-15T21:08:57.989336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:08:57.989336Z digest=sha256:e84bc38d39094ddf7948a52a63c989c980a99ec71e777138749214e438d5aa84

Observation d397edfb-9bea-4139-94c8-14bf3f33c1a2 · inbound

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising cites this paper.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 19

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no resolver link, observed 2026-08-15T17:50:07.099059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:50:07.099059Z digest=sha256:95cde9114b538bfeb6cabd9394e0ba4d3c4a5d368bcae0b2f99c6641adfad447

Observation d45a2dce-2c85-401f-a8d9-bff57966ccb8 · inbound

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences cites this paper.

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 182

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verified exact
local_arxiv, observed 2026-08-06T05:35:45.264535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T05:35:39.732551Z digest=sha256:79a110a462e1976a30d933c18173c2aaf3553dfbee063e5d67d38b334e531df1

Observation 9b8abc4a-07ac-4acf-a06f-5eca06ab3c4d · inbound

Mixture of Semantics Transmission for Generative AI-Enabled Semantic Communication Systems cites this paper.

Mixture of Semantics Transmission for Generative AI-Enabled Semantic Communication Systems Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 4

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no resolver link, observed 2026-08-04T19:02:57.026958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:02:57.026958Z digest=sha256:2ded99f64c3b8462487b3c23dcf1d41f2fb98fa0932be40f1a89ead80837481c