Paper Citation Record · LEDGER

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication

As of 16 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2504.21577.

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

pith.paper-citation-record.v1
2504.21577 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:03:07.670928Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:58:32.797786Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy16
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32589e56-6faa-47bf-82e8-c3b2d4ae1a98 · outbound

This paper cites Toward wisdom-evolutionary and primitive- concise 6G: A new paradigm of semantic communication networks,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Toward wisdom-evolutionary and primitive- concise 6G: A new paradigm of semantic communication networks,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:08.005360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ca37e9bb-70d3-43d1-a286-8a4623b5f999 · outbound

This paper cites Semantic communications based on adaptive generative models and information bottleneck,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Semantic communications based on adaptive generative models and information bottleneck,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.989001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dc2ac640-7b27-4e7a-a547-e3d044042834 · outbound

This paper cites Communication beyond transmitting bits semantics-guided source and channel coding,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Communication beyond transmitting bits semantics-guided source and channel coding,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.972720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c2c31e70-14fd-4f65-9ecd-786d56eb7c42 · outbound

This paper cites Enhancing semantic communication with deep generative models: An overview,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Enhancing semantic communication with deep generative models: An overview,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.958928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1151ae9d-95e5-42ad-9417-dbfec77e7d13 · outbound

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

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Generative joint source-channel coding for semantic image transmission,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.944722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa5eb570-c0ca-4cbe-9a7d-562d6c2f6a00 · outbound

This paper cites Cddm: Channel denoising diffusion models for wireless semantic communica- tions,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Cddm: Channel denoising diffusion models for wireless semantic communica- tions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.930547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7a965918-b8e8-4907-80ef-c47b70f5c9db · outbound

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

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Text + Sketch: Image Compression at Ultra Low Rates

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:03:07.608317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52722298-e889-4d40-b620-a3e08f2a08f4 · outbound

This paper cites Rate-adaptive generative semantic communication using conditional diffusion models,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Rate-adaptive generative semantic communication using conditional diffusion models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.917501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd977d17-e023-43a1-a959-a797e14513d0 · outbound

This paper cites Diffcom: Channel received signal is a natural condition to guide diffusion posterior sampling,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Diffcom: Channel received signal is a natural condition to guide diffusion posterior sampling,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.904911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 93b93600-a861-45f4-9a3b-df5928c90511 · outbound

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

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:03:07.624319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecfe5ac-e8a1-4b2c-9df7-2acb03dbc1e3 · outbound

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

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Nonlinear transform source-channel coding for semantic communications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.891488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b426ac00-d32d-4ba4-b4cd-6a4521cdd48b · outbound

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

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Lossy image compression with conditional diffusion models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.878350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7c41de82-7486-4211-9a9a-e27f0b772395 · outbound

This paper cites Global context-aware progres- sive aggregation network for salient object detection,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Global context-aware progres- sive aggregation network for salient object detection,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:03:07.636729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19b63edf-0fe8-4571-92ea-57805d095e24 · outbound

This paper cites Progressive Distillation for Fast Sampling of Diffusion Models.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Progressive Distillation for Fast Sampling of Diffusion Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:03:07.641998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd18111-8245-4432-9d43-69c5a6061b6d · outbound

This paper cites Denoising Diffusion Implicit Models.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Denoising Diffusion Implicit Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:03:07.647463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b3a065-7cdf-4bc7-bd5a-191a4d8551cd · outbound

This paper cites Swinjscc: Taming swin transformer for deep joint source-channel coding,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Swinjscc: Taming swin transformer for deep joint source-channel coding,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.857495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e937d68e-9917-4867-bfe1-19968b1b91ac · outbound

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

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication U-net: Convolutional networks for biomedical image segmentation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.842848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 09dbfbbe-67be-43a0-a9f9-0f302067c7e4 · outbound

This paper cites DMCE: Diffusion model channel enhancer for multi-user semantic communication systems,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication DMCE: Diffusion model channel enhancer for multi-user semantic communication systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.826203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3fcbd37e-6b4a-4f21-8378-38256712d3ca · outbound

This paper cites Language-oriented semantic communication for image transmission with fine-tuned diffusion model,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Language-oriented semantic communication for image transmission with fine-tuned diffusion model,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.810711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c15da6c7-fa80-4c57-8d22-1d6e7afe0266 · outbound

This paper cites Multimodal semantic communication for generative audio-driven video conferencing,.

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Multimodal semantic communication for generative audio-driven video conferencing,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.795884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3bddc045-0ba7-4dd1-ab58-4a1666ba5c50 · outbound

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

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication Deep joint source- channel coding for wireless image transmission,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:03:07.781342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 583221bb-d5f8-454c-be41-7d9440d363ab · inbound

Synesthesia of Machines (SoM)-Empowered Wireless Image Transmission over Complex Dynamic Channel cites this paper.

Synesthesia of Machines (SoM)-Empowered Wireless Image Transmission over Complex Dynamic Channel Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T16:58:32.797786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.