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Paper Citation Record · LEDGER

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission

As of 22 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2501.02738.

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

pith.paper-citation-record.v1
2501.02738 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:10:52.842221Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact5
  • verified fuzzy46
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caa701fa-7c2c-4cdd-aa2c-269de0e92738 · outbound

This paper cites Semantic communications for future internet: Fundamentals, applications, and challenges,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Semantic communications for future internet: Fundamentals, applications, and challenges,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.558017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.659925Z digest=sha256:c1a45d7119144cb363b3cc0e67afaa5c050430776aa4e473b81fb840c06fd70a

Observation 997de4df-8e80-46e4-9760-338aac687a2b · outbound

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

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Toward wisdom-evolutionary and primitive- concise 6G: A new paradigm of semantic communication networks,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.538051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.663993Z digest=sha256:5a36409925c4f9c4255a1debd13f878fbae48e6d35d7c20a56fa85032331ab24

Observation 0668ee22-c4a2-49c9-86ad-3abc8cf6b533 · outbound

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

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.525222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.668304Z digest=sha256:95ba1666c7f1fe7d30faadfa8b97f1b1bb518cb8676cd6a18fd486b61d8d46b9

Observation 9c4771e5-e0d1-45fe-81e2-a2a9f8683e0f · outbound

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

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep joint source- channel coding for wireless image transmission,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.512687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.672724Z digest=sha256:62ce20347d0ec2db82dd7f63b8ba400edec6033af0db40e267c6fbb161235b5b

Observation d294f51f-6cae-4ada-869d-5231774da9b7 · outbound

This paper cites Wireless image retrieval at the edge,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Wireless image retrieval at the edge,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.497045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.676858Z digest=sha256:6cecf90845847eabde118e2e1e96218a0ac948b69cbc9d3918a719ad81a79bfc

Observation c9f7850e-194c-4df6-a38f-c57d3734c148 · outbound

This paper cites Deep learning enabled semantic communications with speech recognition and synthesis,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep learning enabled semantic communications with speech recognition and synthesis,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.481268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.681064Z digest=sha256:60e657beacd145655e29670f1731a678a9be5c21fae2266ae1173f0b50ec1618

Observation bd5c66d0-8513-43d6-9d9b-364399090bb0 · outbound

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

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Nonlinear transform source-channel coding for semantic communications,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T22:10:52.684810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:10:52.684810Z digest=sha256:ed5a67664dddb4680413f822513b005a5a697875b0d1b869c7ea98bb5603bbbd

Observation 253986e1-75c0-4dd0-a77d-d4a52260fd0a · outbound

This paper cites DeepJSCC-f: Deep joint source-channel coding of images with feedback,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission DeepJSCC-f: Deep joint source-channel coding of images with feedback,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.453295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.687790Z digest=sha256:2ba388f3de23c687c1dae52fb798caf7be1551d1f9377eb712f0370576bc7bde

Observation 78995ca1-3cc6-449c-b80d-098b79bca122 · outbound

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

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep joint source-channel coding for adaptive image transmission over MIMO channels,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.436848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.691181Z digest=sha256:1e721b204ba0ead795ad82ceff5f54a22cb491ac657ba63c35b749db5cc122c8

Observation 9db518f0-c2b7-43ad-bcf5-a6aa3e4d8e07 · outbound

This paper cites Autoencoder-based semantic communication systems with relay channels,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Autoencoder-based semantic communication systems with relay channels,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.420994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.695360Z digest=sha256:b6a4505b4ae1b0cea4a7a1519fde430cb94f49cab1b46cc632871fab499632e1

Observation 1f1c1c0a-b034-4440-bd84-8353374e6b8e · outbound

This paper cites Deep Joint Source-Channel Coding Over Cooperative Relay Networks.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep Joint Source-Channel Coding Over Cooperative Relay Networks

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:10:52.956419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.699624Z digest=sha256:6dafe60370538a1276c9690568c931a34b691e862b69c92ad29fd075b79f0927

Observation 27a05d46-caf6-404c-8de8-5ea6da3afbf8 · outbound

This paper cites Robust semantic communications with masked VQ-V AE enabled codebook,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Robust semantic communications with masked VQ-V AE enabled codebook,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.407944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.704031Z digest=sha256:38fe97b1854f5c09707dd1699e5f48988792268e09d3b3ebf07e42761359ec29

Observation c6a0dd50-c34c-46bb-9e44-b5bd4df03137 · outbound

This paper cites Deep source-channel coding for sentence semantic transmission with HARQ,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep source-channel coding for sentence semantic transmission with HARQ,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.396642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.707385Z digest=sha256:a05c3456cb270c09389e670878ab795ed026ae5c905a165fd26255502040ef51

Observation 7fdf02d5-c37b-444f-bd91-9d9727f85b87 · outbound

This paper cites DeepJSCC- Q: constellation constrained deep joint source-channel coding,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission DeepJSCC- Q: constellation constrained deep joint source-channel coding,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.380972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.711222Z digest=sha256:07a9ea3a179c205fdedb48e3b6e77586318b35192a4e073119cb4682f404ac38

Observation a62e9449-8b51-4372-b40c-16029dd1c970 · outbound

This paper cites Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T22:10:52.715080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:10:52.715080Z digest=sha256:41f20e4ba315bbfbe3cdb3e98f598b4880690258a18f39e4096284d615f44533

Observation b2da0ca3-f4e3-4751-8b41-ecc19743b9b5 · outbound

This paper cites Versatile Semantic Coded Transmission over MIMO Fading Channels.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Versatile Semantic Coded Transmission over MIMO Fading Channels

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:10:52.927509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.719329Z digest=sha256:cd6e744e8f2ad22e440d1f6ebd0ef157b5ef157d6e5a8f36fde896ffffe4f70e

Observation e6f29881-1bba-4ff7-b448-cc260fb27860 · outbound

This paper cites Deep joint source-channel and encryption coding: Secure semantic communications,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep joint source-channel and encryption coding: Secure semantic communications,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.363894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.723157Z digest=sha256:26f8e6033cb2074b3eb3a30d216c11095c06514bd3f7e9a5172ac0a0418b4d9f

Observation db390654-849a-4e27-a0b7-c0bf19416737 · outbound

This paper cites Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.351250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.726046Z digest=sha256:e3873cea4e9b3d24e91a1aa4feb6245cd8111be5dab83dce7805cb3ff8e23d71

Observation 893074d4-397c-4cc0-aae6-77651f0477a0 · outbound

This paper cites Joint source-channel video transmis- sion,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Joint source-channel video transmis- sion,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.333258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.728728Z digest=sha256:d53cff08cb2c136173396d90d71bf1091f6204f1f212c15915385e2c307fc2a2

Observation 73cbda6d-6549-4a37-a171-d8e99c5580ce · outbound

This paper cites Semantic communication meets edge intelligence,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Semantic communication meets edge intelligence,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.316895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.731983Z digest=sha256:263a8f4fa89d017854f7791acfbf38775e816e85b8e362ec79c7757e50a6c0a3

Observation 0e856783-5e6e-4b7b-aa74-93f9e4c0ff9a · outbound

This paper cites Preprocessing Enhanced Image Compression for Machine Vision.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Preprocessing Enhanced Image Compression for Machine Vision

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:10:52.912362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.735419Z digest=sha256:44cc4805879a5d093c5f6180b56d03d1c2e6588c5186875d7154bb7bf1db4727

Observation 1c3aefa5-43f9-4e30-b012-2ad27bb1fa6c · outbound

This paper cites Semantic preprocessor for image compression for machines,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Semantic preprocessor for image compression for machines,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.305196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.738967Z digest=sha256:b85cd0f61fa60503aba9ce3d7e997cb832bb4b73dd82f8c8181f5f59ca97fa7a

Observation a9edb9c1-9870-425e-8b3a-c3b5fd6a5617 · outbound

This paper cites Transformer-empowered 6G intelligent networks: from massive MIMO processing to semantic communication,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Transformer-empowered 6G intelligent networks: from massive MIMO processing to semantic communication,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.292331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.742565Z digest=sha256:43aed9f7e5624531f300ffb66f8bbb0cba48c1d0e23311b63cf9bcc5a72d1ada

Observation b6142dab-dd4b-4a2e-919c-07b4353471ca · outbound

This paper cites Personalized saliency in task-oriented semantic communications: Image transmission and performance analysis,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Personalized saliency in task-oriented semantic communications: Image transmission and performance analysis,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.281757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.746208Z digest=sha256:4fa7067a224f94bb8c645320c365afb2cda0f6bb80635cb4ecf6069c84e5dc1d

Observation 277aac7f-74a5-424e-a0db-9b34f983bfa7 · outbound

This paper cites BPG image format,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission BPG image format,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.270278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.749178Z digest=sha256:e31a6a8425d9c0b63aab4456de2563d72ec4ae8ca07eb1652cf11e1470d96083

Observation af6eefd6-1856-49ff-9c30-6ae7b4ae60f5 · outbound

This paper cites The JPEG still picture compression standard,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission The JPEG still picture compression standard,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.258430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.752309Z digest=sha256:fd51a84a3aaa5bc18e6a687492fa68f92bde32ed4b9f1cf5ad636c0dea209ebc

Observation 1ea75b75-0306-49e2-85d5-8db5dd92d8aa · outbound

This paper cites JPEG2000: Standard for interactive imaging,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission JPEG2000: Standard for interactive imaging,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.243728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.755626Z digest=sha256:287dd80661e5cb4a4708e96068defbcb0ff26338729a6d4605440471f84fd117

Observation ae7544e6-af9e-4e8c-b782-f4f4911c7905 · outbound

This paper cites Design of low-density parity check codes for 5G new radio,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Design of low-density parity check codes for 5G new radio,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.231958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.759069Z digest=sha256:ade63d003dfdcf8e09e00535d018455e850f06f04f6fe8e5adbb67ec5efca114

Observation 90a4fb0e-3f5c-4551-8360-c0dfc43ca4bd · outbound

This paper cites Channel polarization: A method for constructing capacity achieving codes for symmetric binary-input memoryless channels,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Channel polarization: A method for constructing capacity achieving codes for symmetric binary-input memoryless channels,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T22:10:52.761933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:10:52.761933Z digest=sha256:86d4226ee718b5b96ac82b21a164157a6d0d24f76f7d10169ab5ec8c9ca248b5

Observation 02eb72ac-a1ff-4c4f-8140-cbd0d5f1cf73 · outbound

This paper cites DeepJSCC-f: Deep joint source-channel coding of images with feedback,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission DeepJSCC-f: Deep joint source-channel coding of images with feedback,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.213644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.765365Z digest=sha256:9fef96573be59ed291613360ab46c9825f72a81547e1824a0b17ab928abb8565

Observation 6a5a6c77-3793-46d7-ae02-26545a8cad8a · outbound

This paper cites Capacity of a mobile multiple antenna communication link in Rayleigh flat fading,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Capacity of a mobile multiple antenna communication link in Rayleigh flat fading,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.202798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.769188Z digest=sha256:0aedf31ab01b6760dc349f44d8c375edf90393ca5afdcd78c8f0a17f6f1df535

Observation 417269c7-4ddf-4f00-9977-2d6b5443d393 · outbound

This paper cites Massive MIMO detection techniques: A survey,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Massive MIMO detection techniques: A survey,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.190433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.772980Z digest=sha256:1e03089596d34f26e2deb0e5f15345459d334b46198f2adb899ccbc001eddb9f

Observation 6d2937a7-b4f7-42cd-82aa-8724c4909932 · outbound

This paper cites Sparse-to-dense: Depth prediction from sparse depth samples and a single image,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Sparse-to-dense: Depth prediction from sparse depth samples and a single image,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.178539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.775804Z digest=sha256:9d78f3eebc495720eefa9e24fbc56ad9c5604095c98d5658ce0cea89b376ce6a

Observation 2bdd65a3-ceec-405b-b547-05760aa62524 · outbound

This paper cites Deformable convolutional networks,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deformable convolutional networks,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.167468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.778676Z digest=sha256:a04c01688b7ed90d0004a988ae1df1111da3f540a0c4b5c970195174f48e910f

Observation ed74a893-1688-430d-86cb-75b3fef99cb1 · outbound

This paper cites Strip pooling: Rethinking spatial pooling for scene parsing,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Strip pooling: Rethinking spatial pooling for scene parsing,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.157459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.781387Z digest=sha256:f7b545021e102c81d3f60956aa258fed701f7c53d185ab52cf6d21d627d489b4

Observation cd0f13b4-c4fb-4774-b2dc-12a0c457607f · outbound

This paper cites The MIMO iterative waterfilling algorithm,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission The MIMO iterative waterfilling algorithm,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.147718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.784224Z digest=sha256:fddf758153ca5efdd4eb0a6efa0d930e82f8afb10c6c3887c01786e09eae6d21

Observation d7b5cf59-e82b-4cdd-8ce3-df03dd50b484 · outbound

This paper cites Globally optimal linear precoders for finite alphabet signals over complex vector Gaussian channels,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Globally optimal linear precoders for finite alphabet signals over complex vector Gaussian channels,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.137896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.787171Z digest=sha256:fb827a960d682d0da9854a5e441aee58bed8986dc5accd7f0f7f50526bedd758

Observation 710d22d6-5f00-4cae-be2d-bba005e42313 · outbound

This paper cites An overview of 5G advanced evolution in 3GPP release 18,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission An overview of 5G advanced evolution in 3GPP release 18,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.128706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.790194Z digest=sha256:f358003597b10c2ba5a679b66919855eaa96fb1ef3f5722fea94f753783b754f

Observation 7756f14c-601b-4da5-9d5d-15c75876ab0d · outbound

This paper cites Deep-Unfolding for Next-Generation Transceivers.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep-Unfolding for Next-Generation Transceivers

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:10:52.898767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.792790Z digest=sha256:55c1fb86a6de85f681bc8d1bc6714b1658016b7ab0eeacda9d1a258dc2c77ad1

Observation ef2b9dd7-38b2-4907-8ef9-b332fef4243f · outbound

This paper cites Finite-alphabet precoding for massive MU-MIMO with low-resolution DACs,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Finite-alphabet precoding for massive MU-MIMO with low-resolution DACs,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.117379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.795887Z digest=sha256:7da7faec3d93399c68f7c1c615007d06f70d8b821939e714a98640ad2f64fc81

Observation 9c00d6d2-5772-46e3-85f8-92250e77c0c3 · outbound

This paper cites Model-Driven Deep Learning for MIMO Detection,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Model-Driven Deep Learning for MIMO Detection,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.107585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.798395Z digest=sha256:be3a606adb37afd1aa61de1d67ad9338c0c5e4409287996c681355c752df14fa

Observation c7435f18-e8d0-4894-aafc-50381f56d838 · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission The cityscapes dataset for semantic urban scene understanding,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.096586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.801466Z digest=sha256:19f30a2053f25a968e01f43154b87ed35da8c98925e79d37b94ecfb46d047cc0

Observation e05c7fdd-c636-4d2d-b62d-eaa231e0c1dc · outbound

This paper cites Semantic segmentation of outdoor panoramic images,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Semantic segmentation of outdoor panoramic images,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.086409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.804943Z digest=sha256:3b62aba955f201ded613f7678d8643e6dcfb587d8de0d1d68d72917d79d2764a

Observation 783786df-0f53-44b3-bfde-3ed43e0213c0 · outbound

This paper cites Unifying terrain awareness through real-time semantic segmentation,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Unifying terrain awareness through real-time semantic segmentation,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.076494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.808434Z digest=sha256:ebd27c252f22298819776d80c95c74bcb52f318f3ca5968cc000d043a63a1abb

Observation 36b608cc-f5a7-4217-9fd5-977a75f87299 · outbound

This paper cites Adam: A method for stochastic optimiza- tion,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Adam: A method for stochastic optimiza- tion,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.064916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.812321Z digest=sha256:75bac4b5b4c6e4a39ec831690c0413344c54b2adee3266a38b1c86be085a1c80

Observation 92a9a5fb-d7f4-4bbc-bd2e-c302401e403e · outbound

This paper cites A general 3-D non-stationary 5G wireless channel model.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission A general 3-D non-stationary 5G wireless channel model

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.050701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.815678Z digest=sha256:d361c33dece7bb699715bfbfe680c26e127ca5e3996e9805a9890329aed58a37

Observation 752b620d-fbf8-4c6e-88af-c05a6cb6eef7 · outbound

This paper cites Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:10:52.884386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.818651Z digest=sha256:452961079f5136d53e98f5f36b6c9bd08ab6a879f0bf59ab569b4d150eda5e13

Observation 9c96b631-d210-4376-bfb1-12637dab51e0 · outbound

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

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Joint task and data oriented semantic communications: A deep separate source-channel coding scheme,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.036924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.822439Z digest=sha256:0aab4571b03ca2fe2ac9f013fc06bfb81dcc3cf12db235e34b8922dbe4837207

Observation e7aa7b8f-c831-41fd-b740-d41b21081ae1 · outbound

This paper cites Calculation of average PSNR differences between RD- curves,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Calculation of average PSNR differences between RD- curves,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.023951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.826225Z digest=sha256:d584ef026ffe33fb850ff93815be24ea027882eb68ed3e89067635bb6ed34f28

Observation a2f9773e-72e1-467f-9730-b1b0d211c385 · outbound

This paper cites CLIC 2021: Challenge on learned image compression,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission CLIC 2021: Challenge on learned image compression,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:53.012295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.829997Z digest=sha256:47d4f38c2a424dc19b3cb510420dff4ca8d009142fc686eb636c2d4f92afeb80

Observation 1b1ecff2-6ec2-422c-b6bc-c40b03f1bae4 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient- based localization,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Grad-cam: Visual explanations from deep networks via gradient- based localization,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:52.999801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.833354Z digest=sha256:936ebfd933518dc021bb90e0a4cc2afadeb1ca267e42186936680212aee74f44

Observation ef769569-01dd-4794-959e-3b3ffbcf4816 · outbound

This paper cites Full resolution image compression with recurrent neural networks,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Full resolution image compression with recurrent neural networks,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:52.988294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.836687Z digest=sha256:4600cc234108acdbd86bc9b5c2847f5ca63433aed381ca59167c7f636f7cfbb5

Observation d1432c18-e92f-463d-ad3c-814ee9a685a4 · outbound

This paper cites EfficientDet: Scalable and efficient ob- ject detection,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission EfficientDet: Scalable and efficient ob- ject detection,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:52.977147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.839588Z digest=sha256:cf3d5d7cc86ae145119d428b91b95776a52dfb06b01d9f179bdd567b8d7c9d3d

Observation dbaa7638-4cd0-4a9a-8c15-b052a4cea9b3 · outbound

This paper cites Deep residual learning for image recognition,.

SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission Deep residual learning for image recognition,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:10:52.966777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T22:10:52.842221Z digest=sha256:7c06b160e0ceecfce75995cd27892526cfe7331d4ec9840c8a28b00485ff7717

Pith citing papers

No inbound Pith citation observations are available.