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Paper Citation Record · LEDGER

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

As of 15 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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.659925Z digest=sha256:3b5ae34c87c33eabb1874b09bbcbf1635051c5235d14060aba10d5161db5cdb2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.663993Z digest=sha256:4aadb993c45dcc12ffdf1f7f0fcc3df9e234b82cdbc65315175b242394a5201b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.668304Z digest=sha256:789f933ae9c64ae2ed5363bbc338a2d8d5a278477146d43ea11d24b3ff873a87

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.672724Z digest=sha256:f1ed1be2b935695cf267f56ab467f8b86c11916745cbec59d7f272d44e704ab5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.676858Z digest=sha256:cfa92fe15df70c1a89fa3feca0bc8b6a11c35c34d07c130bdb9667d0fffcfea1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.681064Z digest=sha256:44042b97680df4d06d8364da7cd8cbf491b84d0ddca90ab98d50e84d29cfefa8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.687790Z digest=sha256:0cfc265d15040d742ce64ad91c997effbbeb207999d73cceddc775ceb37ccccd

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.691181Z digest=sha256:65258a54cd6782883d27dc8ef589750a1a2dcb97c6a34513d6d0aa1a8ac1e525

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.695360Z digest=sha256:63a539bc64db7f371f288e5864bef9c3575b06a16f8931cf75a7abaa5ae60e5b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.699624Z digest=sha256:3de012780ac14fec6d150cc8d2fe0b4d66aa47d80380eaf0b6b12e84a9e49eb4

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.704031Z digest=sha256:95d32946af46e8bce97b3b7d37c94d9a1dd4f83f077c9dc2c49de42a8ac0efae

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.707385Z digest=sha256:136e02141367ec2c6580a4bbdd3d7752047269e99f7cbb9634ac2c115661a458

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.711222Z digest=sha256:6e946f429152705c1e06b47558108e70ff8a85565d4e0c551ddad31298838602

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=sha256:8544073874be000ea43500edb2ae92f7b748aed6def0365d14ae94e30f8d1ae0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.719329Z digest=sha256:49d8f504f1e89d4f97cd5feb1a4642f2b3769717c73cce735c5e2e714d22470b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.723157Z digest=sha256:f65707b5c72e248ad65ce0a87d8032e03e916d001ff83c1caef4feab9d808883

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.726046Z digest=sha256:b3d542a14fb0ebfbdf41dd3656b02eeea387ca7759b4661d4617d6193301a516

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.728728Z digest=sha256:d52f0f0ab908f9f58cf83974eb84aad207a5e18908b6f970381de510ec9478b5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.731983Z digest=sha256:87db9ca8ab78d87872d2c2f349eca6be62db3e077135e64361da0145a702a5c9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.735419Z digest=sha256:4c445b7e0202231c89928a88fc8f510e1347358a380e1ec34c776ee779bd3402

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.738967Z digest=sha256:9e624746224c7a31fa52275f91b2be3e46708fa79b6c2328df9d24f8c7c69953

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.742565Z digest=sha256:8151c79ea6dea7090bbddaebf2ea64e3153e578460bb8c19714de3543246d807

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.746208Z digest=sha256:6d2ccdff6390275b75f3640fce5107fc2cd4f229fa788287317919ad6fd4e9ad

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.749178Z digest=sha256:e3dc07b8f1222b552741621f67e785a0b8a01147d434df41d1a8d73cceff3c43

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.752309Z digest=sha256:b82b4afc3ae409e8cc6fba75f43e3df49454f90c86823aaa97e160a8369b7266

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.755626Z digest=sha256:705173d9a92a72d42f3550b0167bc2bb65e75586b5010b58164f8c93eb6d49a9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.759069Z digest=sha256:7c214c701f6d0dabedc31e30a3c4e53f53d39f29318a4038f473916b82e8881f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.765365Z digest=sha256:290aa0defa79c330fcc21261732a01f9c9eeaf6d50dd2b56f243b8886633eb27

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.769188Z digest=sha256:c5ee7ef0e42b904b570576b51a18144b542e454a9de9b5e1b8dde0f2d534e6d2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.772980Z digest=sha256:8fc1fbe7c965b144890a9e0277107fb1008ac9ecfb3bc4c9e3cd0389829bb256

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.775804Z digest=sha256:0bb62c0206b5326500c8695db3f07df63d8b87e9ccc04b9d03e265797cce0b4f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.778676Z digest=sha256:f451c09b9c26a5ad01aeb167bd82177cb513e809bf49333a342e44d543ca51f4

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.781387Z digest=sha256:8225855f9300237d93ab4ff2f35a9d7e8739aef3219d1ddc2489eb4aa8b80228

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.784224Z digest=sha256:8be3d7b1423a7e6811b6cb7abb90f7a4661c2da324f8ea73c9f831f933079fea

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.787171Z digest=sha256:cf07a2166af1e195a6fa72e3e0db5ffca46a8c71235e011996c5b1025ddbb3b5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.790194Z digest=sha256:665fe11d47660f4a2316a7599dde3930e506cb296923210e0398220272e36414

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.792790Z digest=sha256:9cbf412efd855cdb8eb231510431b6f3afe4763a4ca7694dae95c48c9f308362

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.795887Z digest=sha256:62a56f8e178608ddd5651e4101ecbc3a696c096c601f1b9425e8dda611b5a822

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.798395Z digest=sha256:52c62b2b6d6b8bfd8ea08f99b1996b6933c17973cd865686dc080056b0696edf

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.801466Z digest=sha256:6d987f61b2e323fadce5253b0c478f5774621a8e4a62a8b1130f07ec05bef6ed

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.804943Z digest=sha256:652c4725c32c569a35dcbda948b193340b685b3a5bf6dec915571e5cb37cb41a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.808434Z digest=sha256:82f60e5cfa3272edaa4834d39f6d0334b7f266add1645aa9542deb83dceaf526

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.812321Z digest=sha256:c9870c5307af0f0b0bdb5cac06d9e7efaea99d4d9183c76277bd2d38bbfe56e8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.815678Z digest=sha256:e10eba1e5537cf7f0cfa5385be23bf8039d142db17cd725cc140f75432c2ceeb

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.818651Z digest=sha256:5db9ed807b2c7aa395f48f961f26588969e0d4bab53c5d1f34da1af3c8f17338

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.822439Z digest=sha256:13ff55993cff1b20a388086008effe805564216d78589467135655a507009955

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.826225Z digest=sha256:3a8621ec8e1d47166e34c0803b67330b28b89c7a26f0c61ecc63392adbe8ede2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.829997Z digest=sha256:a0b3568d3debf6fa29988d1e7d761d1900dfaac330ff84faf6079677b62413a5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.833354Z digest=sha256:de3f09e6087c9a9ec1d19226b9f8d1772cf6dae6b9f3c9d1f8b5ab54b23be768

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.836687Z digest=sha256:aa93613ce4ce880c430c8333f79e0767fe883db60abb020e6fe724421b0b47a8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.839588Z digest=sha256:be0c13e12cb94e13a79ea77fde9e7c6151f959c1929801ab209300389bb73d2c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T22:10:52.842221Z digest=sha256:400b7f176e9a1263a509aab7baabc25ce0facab5b59a36cec535a46a5df4ad0c

Pith citing papers

No inbound Pith citation observations are available.