Pith. sign in

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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.659925Z digest=sha256:466580b4e872f358a386a55d10a8ad217a26c6c02203b7098f99eca912d96559

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.663993Z digest=sha256:7f7581dd4264681a1fd1d2c4e087cef546e94aee42b2033a88c68678d094d90f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.668304Z digest=sha256:71971fa978474554508992db99d063bfd813db6de6500f259fb70fcaf12c39c8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.672724Z digest=sha256:0dffc5eeabadc481e51eafe5395c927deb03f197c9f888a1aaeda0a39c2631c0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.676858Z digest=sha256:02f31fe9ea7093e6e8f7fb0a37827d46cc7fd839edf807efc64b7711bb17553f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.681064Z digest=sha256:3ba37d5463258637e74ee88e02539043a83e0fc163b6c48e680883e95eede8ea

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.687790Z digest=sha256:ce6cce67b1c62245199fa378a06e299f3a7f0c68d0ef1ac022e4e25bc78dfb7d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.691181Z digest=sha256:523f19da2d8ea5cf3664492d00d4456d7e94b17b011973410bc21fbd73c68b75

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.695360Z digest=sha256:a3506e9dbe8c6bf8f98988560d25164469fe029105801304636f12ea5c503d2b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.699624Z digest=sha256:9ab44b9cc6c9c71fd8cc289133768a4ab994d042fa5f13ed08e3c1ad3748db86

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.704031Z digest=sha256:3ae99616d0c9b7929fa5471e98ce3e00243ba9e574b9531ba72229eceb956e42

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.707385Z digest=sha256:4210bcb2273a0343d7fbd9b489b0d4c1126e5b811dee50b6c3441c4fbe63d87e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.711222Z digest=sha256:b9ae3798ad3777f012df1b307ab5be1ef128b3e42da76dac592764ce6fc415ea

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.719329Z digest=sha256:138745cab80032caa6f42711a960aa1c83de53221532215a56cf5ee2f90ee8e1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.723157Z digest=sha256:b5f605298427b7a75c412694d711424b5502703a7d793788ec855120bb3f9f21

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.726046Z digest=sha256:fd2df7eb3a705c3092ced422747f5d7f922256aaba04e1408bff901ac10b5549

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.728728Z digest=sha256:6eed64b02d8e9715a5b5f447efd5bb74bf0cceadc44320aaa0237379fd67267a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.731983Z digest=sha256:110469d542c2b615711dc21397887190917afd94341371a453bedc8aea8f7398

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.735419Z digest=sha256:a46f9e30dabb0cfb131e16031fa34c34cf3c6e23ef87a1cb5d4cc73d66251ad0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.738967Z digest=sha256:6a9c8025b3aba7e693f4c30cf4b4e118a20a0bf520c256c62fd1561c8f643738

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.742565Z digest=sha256:9497b95aa9dda42ef5e7a5c11100a55c34013e69ef8986e9f676161fcd73ea6c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.746208Z digest=sha256:2b14e4204c88a9953b3ced3d40bda998f84302d9efdba64062dfa1d5ed9cb418

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.749178Z digest=sha256:284b7235333632618bd272fd9199af9685b316da60d892deefb0d1757616f96f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.752309Z digest=sha256:e68b56b4f62efc56afd60f8818d9d5df214e97b445c829b34cd5124cee82c3fa

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.755626Z digest=sha256:4ccc6f1b547d2d2fecaef5c20c45c25db0eff7d938e4f6197dc3d37ebc735925

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.759069Z digest=sha256:fb46020070c5dffb9dc47b83ede0bf3dbb7e21865f7f905cceabd891ba9831a4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.765365Z digest=sha256:f193e9a4ccc435f6449e0ddbf1e13ffe1100183e73d38dbcc0feae0148df869d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.769188Z digest=sha256:91806f9e67f303697b281e128535705732c14c79fd3ea0912a0468fe73725bdb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.772980Z digest=sha256:e0c5b7138b04c179c72e72f0a2947e2ebdebe3527488538d8872aad851ca7ef3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.775804Z digest=sha256:ab74e0207a26bc54b28b6606d9fdf46b42607999afb3a5e41427fca08e706bff

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.778676Z digest=sha256:f172963e33f6af5ec38d3a403f6a5aa47117f57f2f7dd2e4f5535b422648c82d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.781387Z digest=sha256:d5ddb65252c0a3a0aaa504a30fc759e5d1e80f8d8219cdc28bbacf1da301e60f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.784224Z digest=sha256:6084128a77861d588426dc0cbaccca21d050f29d8f8ccf2ae0f615b72219a6d5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.787171Z digest=sha256:e83865f4214a36230d00f3edc89bdebf020fb2867ece572cf7096d87e6db2a94

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.790194Z digest=sha256:279da7b2233d32b3c3b5d1921fb4bc5e53bd247b6f5cea58a23ab1556710cf16

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.792790Z digest=sha256:85f23e258f3dad915595fd700ad2c2eddcdb92bbd6b4ee66b1937eaab59a9274

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.795887Z digest=sha256:02ccce7df2b365eefca68cc30e05e191dd08e24b26aa204a75eda5218bf28ac1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.798395Z digest=sha256:2e92f3ee512153f372277ab1adbe3cc12603f0db175b7663de44c453805ab37a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.801466Z digest=sha256:8bd7b1df41c9016f230f9a8b8097f59a3dc03d6e75cc66c0e4e641aefd94a26c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.804943Z digest=sha256:6b2b6e3bce4b5da00e60e97858af5e5da47605c4f5f776328f19f8c8179618ab

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.808434Z digest=sha256:ea634879dabf8e4045ab11ae238fb07298d838c434b250667f708ca9c9ec55c4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.812321Z digest=sha256:8e0b1f2d35067560b0ec959fde03090eaedd8e4b7285283be35bbfb8a1b3ba66

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.815678Z digest=sha256:9aa045cae2d045e6a5e9bea1a0ea64628a74ff329b3ce5a5f6f1869568338d70

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.818651Z digest=sha256:71b034318a94906b32d0f6fd02b2707e1498e9dd6fd780666db04edf6ad7ee8d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.822439Z digest=sha256:d68232fd778b7ed1dc885959f2c28117764bcff40620d9d0eebe17590afdc16b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.826225Z digest=sha256:56537690cd999a17bc3f0cd9d4115d7fb92db0ab72a92ee658681c8e4fef1a73

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.829997Z digest=sha256:8a079e06ed4ff375affb14837b2702c7956d93b977e2c31d46de254414cdf0ab

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.833354Z digest=sha256:ab0aaa057afb5f11204f331fd1de62f3236d3a80ae9f7d6e6c393ad0142d16f2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.836687Z digest=sha256:2cc54f44588523c95dcd76b6a62f898cac924bc1455ae1720637daf94102300b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.839588Z digest=sha256:178105e028e72366f93d220835a240ad2e6302421002a1962e12c21934605e5a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:10:52.842221Z digest=sha256:24f5f0b63e9ae9de4f2add31dd6d2f2f5c4e15e55328cc2b3122109896ba85ee

Pith citing papers

No inbound Pith citation observations are available.