Paper Citation Record · LEDGER

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction

As of 15 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2507.17196.

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

pith.paper-citation-record.v1
2507.17196 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:03:34.683184Z

measured 25 of 25 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:06:58.644752Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy21
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1795cc00-5a5f-4dc7-85f6-fad777ee3202 · outbound

This paper cites Computing networks enabled semantic communications,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Computing networks enabled semantic communications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:40.930417Z

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.

Observation ea0f2efa-524d-4ec2-8441-1902f0fc0d72 · outbound

This paper cites Semantics alignment via split learning for resilient multi-user semantic communi- cation,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Semantics alignment via split learning for resilient multi-user semantic communi- cation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:40.590335Z

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.

Observation d4161af5-a8b3-4eed-9473-edb087d5da71 · outbound

This paper cites Semantic com- munication challenges: Understanding dos and avoiding don’ts,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Semantic com- munication challenges: Understanding dos and avoiding don’ts,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:40.295235Z

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.

Observation 8251c0be-b69a-443c-add5-22463af3fc49 · outbound

This paper cites Object-attribute- relation representation based video semantic communication,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Object-attribute- relation representation based video semantic communication,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:39.925238Z

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.

Observation 6ae7755b-95f8-4b8f-9312-78617a9c585c · outbound

This paper cites Language-oriented communication with semantic coding and knowledge distillation for text- to-image generation,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Language-oriented communication with semantic coding and knowledge distillation for text- to-image generation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:39.628305Z

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.

Observation f227e489-c277-46c9-808f-e06a30766c84 · outbound

This paper cites A robust semantic communication system for image,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction A robust semantic communication system for image,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:39.265709Z

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.

Observation b0d3439f-7caf-4158-836e-2a9afd35de11 · outbound

This paper cites Semantic com- munications with explicit semantic bases: Model, architecture, and open problems,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Semantic com- munications with explicit semantic bases: Model, architecture, and open problems,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:38.875619Z

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.

Observation 0fce0d35-40dc-4db8-9a58-0d6d0813acc6 · outbound

This paper cites Task- agnostic semantic communication with multimodal foundation models,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Task- agnostic semantic communication with multimodal foundation models,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:38.553490Z

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.

Observation afeefe58-1f95-4294-8f2a-88b3da50bbf5 · outbound

This paper cites Genera- tive semantic communications with foundation models: Perception-error analysis and semantic-aware power allocation,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Genera- tive semantic communications with foundation models: Perception-error analysis and semantic-aware power allocation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:38.252597Z

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.

Observation 36e55b97-7016-4344-9c74-e4c3dcadf14b · outbound

This paper cites Knowl- edge base enabled semantic communication: A generative perspective,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Knowl- edge base enabled semantic communication: A generative perspective,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:37.981416Z

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.

Observation 3a81b217-505a-4392-8bda-7307a427a4b6 · outbound

This paper cites Language-oriented semantic latent representation for image transmission,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Language-oriented semantic latent representation for image transmission,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:37.711684Z

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.

Observation 615f664f-2ddc-4d85-b5f2-c984ae3e59b4 · outbound

This paper cites Rethinking multi-user semantic communications with deep generative models,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Rethinking multi-user semantic communications with deep generative models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:03:33.247931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3962df7-c4a7-4d3b-8c38-6fc3dc0f896e · outbound

This paper cites Null-space diffusion sampling for zero-shot point cloud completion,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Null-space diffusion sampling for zero-shot point cloud completion,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:37.488042Z

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.

Observation 01047dfc-a210-45fe-aa7d-d5cf48fdebd4 · outbound

This paper cites Zero-shot image restoration using denoising diffusion null-space model,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Zero-shot image restoration using denoising diffusion null-space model,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:37.271904Z

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.

Observation 15226184-b0dd-4b8f-8d41-f38503556f9d · outbound

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

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Deep joint source- channel coding for wireless image transmission,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:37.037023Z

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.

Observation 0e95d960-c16e-4cce-9fce-74d05c0b01ae · outbound

This paper cites Auto-Encoding Variational Bayes,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Auto-Encoding Variational Bayes,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:36.693149Z

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.

Observation ecfef5c1-c546-48b6-9f69-5c32d7ac9425 · outbound

This paper cites Joint source-channel coding over additive noise analog channels using mixture of variational autoen- coders,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Joint source-channel coding over additive noise analog channels using mixture of variational autoen- coders,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:36.409532Z

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.

Observation 2b5f6ca3-9dfa-4d74-9b68-73c3114596af · outbound

This paper cites Engineering a lightweight deep joint source-channel-coding-based semantic communi- cation system,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Engineering a lightweight deep joint source-channel-coding-based semantic communi- cation system,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:36.095700Z

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.

Observation a3dfed02-2a03-42a5-8e1c-91ee96391dd1 · outbound

This paper cites Wireless adaptive image transmission over ofdm channels based on entropy model,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Wireless adaptive image transmission over ofdm channels based on entropy model,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:35.799373Z

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.

Observation 749c75ed-f78d-4e47-81a7-2d6480c07a3c · outbound

This paper cites Generalized multimodal elbo,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Generalized multimodal elbo,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:35.526024Z

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.

Observation c752af35-878e-4ea1-87c7-af9304332fc6 · outbound

This paper cites Auto-encoding variational bayes,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Auto-encoding variational bayes,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:03:34.326587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f89c78db-4800-499a-91b6-35e5e56696ec · outbound

This paper cites The mnist database of handwritten digit images for machine learning research,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction The mnist database of handwritten digit images for machine learning research,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:03:34.439506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d5f5c23-e60c-4bfd-9921-ba2b1cbcf968 · outbound

This paper cites Robust semantic communications with masked vq-vae enabled codebook,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Robust semantic communications with masked vq-vae enabled codebook,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:35.277001Z

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.

Observation 1f70b307-1fc2-48ad-9197-62d714fd0534 · outbound

This paper cites Framing image description as a ranking task: data, models and evaluation metrics,.

Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction Framing image description as a ranking task: data, models and evaluation metrics,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:03:34.866260Z

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.

Pith citing papers

Observation d60dbc67-bc6e-42b4-8e05-e5436fd47f0d · inbound

Large Language Model-Enhanced Multi-hop Parallel Image Semantic Communication cites this paper.

Large Language Model-Enhanced Multi-hop Parallel Image Semantic Communication Hybrid Semantic-Complementary Transmission for High-Fidelity Image Reconstruction

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T09:06:58.644752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.