Paper Citation Record · LEDGER

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications

As of 13 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 3 inbound Pith citation observations for arXiv:2411.17428.

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

pith.paper-citation-record.v1
2411.17428 v3

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:11:21.351535Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:09:49.046063Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:35:44.626451Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy27
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe52a007-6889-4c87-abd9-478c91433acd · outbound

This paper cites A mathematical theory of communication,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications A mathematical theory of communication,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T12:11:21.203147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fed1a06-71d7-48c9-baec-176f063dd274 · outbound

This paper cites Breaking the interference and fading gridlock in backscatter communications: State- of-the-art, design challenges, and future directions,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Breaking the interference and fading gridlock in backscatter communications: State- of-the-art, design challenges, and future directions,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.812221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 13fc7a69-0921-4044-848d-221e53aa43e9 · outbound

This paper cites A lite distributed semantic communication system for internet of things,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications A lite distributed semantic communication system for internet of things,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T12:11:21.212686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25da085f-487b-4dc9-9174-5439753ccca1 · outbound

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

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Semantic communications: Overview, open issues, and future research directions,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.789027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 30ebd3bc-aef0-475c-9096-1e2d1c6264c3 · outbound

This paper cites Rethinking modern communication from semantic coding to semantic communication,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Rethinking modern communication from semantic coding to semantic communication,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.774343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22950c76-8dc8-4466-889b-b2c4ea773567 · outbound

This paper cites Semantic communications for digital signals via carrier images,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Semantic communications for digital signals via carrier images,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.759983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8540152c-6dca-4ee0-b018-d61e3b15e584 · outbound

This paper cites Toward semantic communications: Deep learning-based image semantic coding,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Toward semantic communications: Deep learning-based image semantic coding,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T12:11:21.233675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b854e3-8bb3-4866-beaf-17e7e07bc183 · outbound

This paper cites Deep learning enabled semantic communication systems,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Deep learning enabled semantic communication systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T12:11:21.238079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00a5282a-6b10-4181-b106-af8afe212fa4 · outbound

This paper cites Trading computing power for reducing communication loads: A semantic communication perspective,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Trading computing power for reducing communication loads: A semantic communication perspective,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.725416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ded21420-cbd6-4ebe-9ff8-8fd6f90e40d4 · outbound

This paper cites Computation-aware offload- ing for dnn inference tasks in semantic communication assisted mec systems,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Computation-aware offload- ing for dnn inference tasks in semantic communication assisted mec systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.709946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 348b9298-f1e6-47f0-b9a5-00b75ddedcac · outbound

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

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Predictive and adaptive deep coding for wireless image transmission in semantic communication,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.694812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e2ed91d7-60a4-47dd-b063-a0aecf362f16 · outbound

This paper cites A gan-based semantic communication for text without csi,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications A gan-based semantic communication for text without csi,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.680341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 87e1e96c-4282-461e-9f7a-4568d3d5faf1 · outbound

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

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Cddm: Channel denoising diffusion models for wireless semantic communications,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.665356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e575234-b4ab-4875-b6da-b9c9827acae7 · outbound

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

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Latency-aware generative semantic communications with pre-trained diffusion models,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T12:11:21.265854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08c0e884-f815-464e-a726-080c24bc9ff9 · outbound

This paper cites Semantic communication for multi-modal data transmission,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Semantic communication for multi-modal data transmission,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.642521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 062b4249-53b8-411a-b0c0-ab6c7805fd8c · outbound

This paper cites A novel lightweight joint source- channel coding design in semantic communications,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications A novel lightweight joint source- channel coding design in semantic communications,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.629368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac18064e-2f3e-4f23-901a-7abc0c8c3163 · outbound

This paper cites Semantic- enabled 6g communication: A task-oriented and privacy-preserving perspective,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Semantic- enabled 6g communication: A task-oriented and privacy-preserving perspective,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.614905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5af9b365-727f-485c-89b5-ff26a008012e · outbound

This paper cites Task-oriented communication for graph data: A graph information bottleneck approach,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Task-oriented communication for graph data: A graph information bottleneck approach,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.600340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 934addb2-090a-49dd-a999-a1fe9f64670c · outbound

This paper cites Trustworthy image semantic communication with genai: Explainablity, controllability, and efficiency,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Trustworthy image semantic communication with genai: Explainablity, controllability, and efficiency,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.586896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aa37bfb6-7948-4b55-874f-e19f071086b6 · outbound

This paper cites Generative ai for physical layer communications: A survey,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Generative ai for physical layer communications: A survey,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.573238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a608605c-3ae9-4626-a883-aa81e3ab09be · outbound

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

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Generative ai-driven semantic communication networks: Architecture, technologies and applications,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.558894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d13699ad-82d4-466e-89b0-42346b53b3a4 · outbound

This paper cites Selection-based image generation for semantic communication systems,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Selection-based image generation for semantic communication systems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.542981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 99d5e2ff-9e1d-4567-9a03-2800cce94557 · outbound

This paper cites Imagenet classification with deep convolutional neural networks,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Imagenet classification with deep convolutional neural networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.528993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 64b0b122-af5b-4abc-b8f8-c248f9b22616 · outbound

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

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Learning transferable visual models from natural language supervision,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.514600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d3aae9c0-2808-4f3b-8c65-94b07df8ec9d · outbound

This paper cites Enhancing multimodal understanding with clip-based image-to-text transformation,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Enhancing multimodal understanding with clip-based image-to-text transformation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.500660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5b636a43-70b8-4e59-9986-a964b53cffa0 · outbound

This paper cites Conditional text image generation with diffusion models,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Conditional text image generation with diffusion models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.486389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b85d32d1-d264-4937-a124-c5ef6af6944a · outbound

This paper cites Deep residual learning for image recognition,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Deep residual learning for image recognition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T12:11:21.323753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99c85f7-17c0-4a63-9b3f-08b134cacdde · outbound

This paper cites Clip-kd: An empirical study of clip model distillation,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Clip-kd: An empirical study of clip model distillation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.461519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 397b8aa2-84c3-4376-a086-8e83f8256782 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications U-net: Convolutional networks for biomedical image segmentation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.444884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a1da8533-c993-4525-b856-ea12a5a69e3c · outbound

This paper cites Unipc: A unified predictor- corrector framework for fast sampling of diffusion models,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Unipc: A unified predictor- corrector framework for fast sampling of diffusion models,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.431167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3e3e191a-f7a4-4fc4-a191-091055cc7b52 · outbound

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

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Deep joint source- channel coding for wireless image transmission,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.416847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cd7dced8-c6ae-473d-93c5-7b0d5a262994 · outbound

This paper cites Lamosc: Large language model-driven semantic communication system for visual trans- mission,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Lamosc: Large language model-driven semantic communication system for visual trans- mission,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.402759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 50e5da31-c000-4382-9104-2303975e8ce1 · outbound

This paper cites Witt: A wireless image transmission transformer for semantic communications,.

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications Witt: A wireless image transmission transformer for semantic communications,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:11:21.387978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation fee23d38-bd0e-42a9-808f-9e4a774f93b1 · inbound

Semantic Communications for Digital Signals via Carrier Images cites this paper.

Semantic Communications for Digital Signals via Carrier Images Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:49.046063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fc899e9-5342-4ec0-be4f-5a92972b6b1e · inbound

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

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications

Reference 187

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:35:44.704352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8d20c318-54d4-416e-b7ba-48b7351346ec · inbound

A Survey on Semantic Communication for Vision: Categories, Frameworks, Enabling Techniques, and Applications cites this paper.

A Survey on Semantic Communication for Vision: Categories, Frameworks, Enabling Techniques, and Applications Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications

Reference 137

Resolution: unresolved; no resolver link, observed 2026-08-03T06:46:16.374227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.