Paper Citation Record · LEDGER

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding

As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2505.10405.

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

pith.paper-citation-record.v1
2505.10405 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:14:21.103553Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:54:53.874165Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T22:25:50.001351Z

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy39
unresolved12
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe9e9e5b-d7d6-4de7-ab2f-7facd985ebc4 · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Beyond transmitting bits: Context, seman- tics, and task-oriented communications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.213167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ff325c5-035f-4207-976b-64982b270edb · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Toward wisdom-evolutionary and primitive- concise 6G: A new paradigm of semantic communication networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.195601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 415664b3-661d-4f01-9651-9d4b826997cb · outbound

This paper cites Semantic knowledge base-enabled zero-shot multi-level feature transmission optimization,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Semantic knowledge base-enabled zero-shot multi-level feature transmission optimization,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.178768Z

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Observation 598eaa14-47bb-46c8-baf9-218233329b7a · outbound

This paper cites A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.161485Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9824cb88-9f02-4bee-ba97-f5031b39fd41 · outbound

This paper cites Toward an intelligent edge: Wireless communication meets machine learning,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Toward an intelligent edge: Wireless communication meets machine learning,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:20.840636Z

Source-reported events for the cited work

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Observation f200429f-6cd7-4d4d-af3d-bab8adafc0c3 · outbound

This paper cites PartialLoading: User scheduling and bandwidth allocation for parameter-sharing edge inference,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding PartialLoading: User scheduling and bandwidth allocation for parameter-sharing edge inference,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:20.846001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d9489cb-c6ed-43a3-92a5-370e0fa1f14a · outbound

This paper cites Split learning in 6g edge networks,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Split learning in 6g edge networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.130996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c186bdd2-23ed-44ba-acdd-7413a5bf6e0d · outbound

This paper cites Efficient parallel split learning over resource-constrained wireless edge networks,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Efficient parallel split learning over resource-constrained wireless edge networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.112485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8d5a5556-c21a-4547-a609-e8b9f73191c9 · outbound

This paper cites End-to-end optimized image compression,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding End-to-end optimized image compression,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.090780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc29ac1e-51a4-4d2c-950f-00bbc32ffb36 · outbound

This paper cites Variational image compression with a scale hyperprior,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Variational image compression with a scale hyperprior,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.072949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27e264d3-5341-4e0d-8f4f-db50c12158a9 · outbound

This paper cites Learned image compression with mixed transformer-cnn architectures,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Learned image compression with mixed transformer-cnn architectures,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.054982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9af2f011-a601-4909-88bc-53f95929e35d · outbound

This paper cites Joint task and data-oriented semantic communications: A deep separate source-channel coding scheme,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Joint task and data-oriented semantic communications: A deep separate source-channel coding scheme,

Reference 12

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Source-reported events for the cited work

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Observation 0b49f599-c290-4059-b061-7b9794ad7347 · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Nonlinear transform source-channel coding for semantic communications,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.026193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae8f9574-b2d7-476e-aeb2-63f53ad4bec8 · outbound

This paper cites Fun- damental limitation of semantic communications: Neural estimation for rate-distortion,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Fun- damental limitation of semantic communications: Neural estimation for rate-distortion,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:22.008902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02d0ac03-a6df-4116-b1bc-6c87d2c22790 · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Deep joint source- channel coding for wireless image transmission,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.990005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4ca38129-edfc-4933-a610-fe9d229b6c4a · outbound

This paper cites D 2-JSCC: Digital deep joint source-channel coding for semantic communications,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding D 2-JSCC: Digital deep joint source-channel coding for semantic communications,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.971260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation beef5a66-cd57-4f63-9421-44a0e28e6cbd · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Generative joint source-channel coding for semantic image transmission,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.953721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65455c56-d97e-4993-9a15-8180e20bd02f · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding The unreasonable effectiveness of deep features as a perceptual metric,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.937427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dbc5d5cc-da16-417b-bf10-5b6e6f89ddbc · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Lamosc: Large language model-driven semantic communication system for visual trans- mission,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.920744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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

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

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

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

Source-reported events for the cited work

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Observation 9acbc5b6-c10d-4623-9e3f-4c74972274d4 · outbound

This paper cites Generative Semantic Communication: Diffusion Models Beyond Bit Recovery.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Generative Semantic Communication: Diffusion Models Beyond Bit Recovery

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:20.935033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02a67bde-8b2d-4112-a21a-90f5fb141c4b · outbound

This paper cites Large Generative Model-assisted Talking-face Semantic Communication System.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Large Generative Model-assisted Talking-face Semantic Communication System

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:20.940747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c66c500d-d386-4f8e-aed5-f46874a8113d · outbound

This paper cites M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:20.946475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e287d7e-6156-424c-9fb8-88069444c9ae · outbound

This paper cites Lambo: Large AI model empowered edge intelligence,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Lambo: Large AI model empowered edge intelligence,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.904718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea2a4870-2657-4a48-8ec1-ef747257a22a · outbound

This paper cites HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:20.957223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8b71cfe-c233-4fd1-a7e4-1e5206b595b9 · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding High-resolution image synthesis with latent diffusion models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.888009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00efe37b-e70d-47d6-8537-6f9a28f0001a · outbound

This paper cites A Survey of Large Language Models.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding A Survey of Large Language Models

Reference 27

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Source-reported events for the cited work

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Observation a0086654-0c17-42ee-886c-a5df1c2321bb · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Gans trained by a two time-scale update rule converge to a local nash equilibrium,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.871694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f233306-5930-4c77-9a23-4b2c45dd1056 · outbound

This paper cites Generative network layer for communication systems with artificial intelligence,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Generative network layer for communication systems with artificial intelligence,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.853859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e82fb4b5-b6b1-4b77-92c3-ecbc821c9699 · outbound

This paper cites Generative ai-aided joint training-free secure semantic communications via multi-modal prompts,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Generative ai-aided joint training-free secure semantic communications via multi-modal prompts,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.836312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 16fdfc16-6315-4b41-a1aa-c740d2cc0c40 · outbound

This paper cites Segment Anything Meets Semantic Communication.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Segment Anything Meets Semantic Communication

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:20.990188Z

Source-reported events for the cited work

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Observation 4a8854fc-6e2f-4c02-861d-2958910cdf14 · outbound

This paper cites Segment anything,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Segment anything,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.819196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7227ec86-a916-40a1-9a66-e14c9f3070cd · outbound

This paper cites Learning deep features for discriminative localization,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Learning deep features for discriminative localization,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.801556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef45eca1-6e88-4d31-99b9-8d0b0c96d972 · outbound

This paper cites Image information and visual quality,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Image information and visual quality,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.782663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e69163eb-7649-46e9-bd85-97d46d02965f · outbound

This paper cites ChatGPT (Mar 14 version) [Large language model],.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding ChatGPT (Mar 14 version) [Large language model],

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.764142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 378813e7-8b25-4576-99f2-f87a738f608e · outbound

This paper cites Mobile edge intelligence for large language models: A contemporary survey,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Mobile edge intelligence for large language models: A contemporary survey,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.745514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b8f2f7f-85d4-405a-a882-50c509654d71 · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.726517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f00aa8d-584b-4201-8f0e-d655b48be27e · outbound

This paper cites Arithmetic coding for data compression,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Arithmetic coding for data compression,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.706371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59eb4fad-2864-4a7f-8244-b75a1e3f6043 · outbound

This paper cites Tse and P.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Tse and P

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T21:14:21.037219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d81c86-1873-499b-a019-e23404fc3d67 · outbound

This paper cites Repaint: Inpainting using denoising diffusion probabilistic models,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Repaint: Inpainting using denoising diffusion probabilistic models,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.677488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 744f6873-b384-4774-b075-ef095fa577cd · outbound

This paper cites an unresolved cited work.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:14:21.659738Z

Source-reported events for the cited work

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Observation 59cbf027-b0ac-4e8c-bc4a-ed20a874ed2b · outbound

This paper cites Spatially consistent representation learning,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Spatially consistent representation learning,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.641008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc3c5939-fb88-4465-9818-979551e3b86e · outbound

This paper cites On runlength codes,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding On runlength codes,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.623157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f03317d0-bae4-4368-a226-7d35ff66c52d · outbound

This paper cites An information fidelity criterion for image quality assessment using natural scene statistics,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding An information fidelity criterion for image quality assessment using natural scene statistics,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.604287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91bde36e-61ec-4721-983f-a864b7a408b2 · outbound

This paper cites Boyd and L.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Boyd and L

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.586181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce8b1ee9-d816-4308-9fa0-9e06430bfaa6 · outbound

This paper cites A primer on zeroth-order optimization in signal processing and machine learning: Principals, recent advances, and applications,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding A primer on zeroth-order optimization in signal processing and machine learning: Principals, recent advances, and applications,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.566698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6fb7f216-5a01-4369-bd5b-feb3dddfd43a · outbound

This paper cites Deep residual learning for image recognition,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Deep residual learning for image recognition,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.545741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c7aac214-b59d-48d2-bf89-9584cef017bb · outbound

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

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Imagenet: A large-scale hierarchical image database,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.528579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a87b0a0-2949-462b-ba52-7543cdc390e8 · outbound

This paper cites The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.510493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af612d63-6c4c-4898-930a-94e68fa219b3 · outbound

This paper cites The JPEG2000 still image coding system: an overview,.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding The JPEG2000 still image coding system: an overview,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.492645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c535ee26-56ba-4800-b14f-86334dc6aef4 · outbound

This paper cites BPG image format.

Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding BPG image format

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:14:21.473968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 822bfa36-83d7-4ec2-9833-b5b478a8efab · inbound

Generative Channel Knowledge Base With Environmental Information for Joint Source-Channel Coding in Semantic Communications cites this paper.

Generative Channel Knowledge Base With Environmental Information for Joint Source-Channel Coding in Semantic Communications Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:25:50.008335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.