Paper Citation Record · LEDGER

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2412.08211.

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

pith.paper-citation-record.v1
2412.08211 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:09:16.437518Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:39:02.633399Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T12:39:09.348663Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy28
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb78d9a1-fe14-4bd8-ab53-506feeb25872 · outbound

This paper cites Deep refinement-based joint source channel coding over time-varying channels,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep refinement-based joint source channel coding over time-varying channels,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.256846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc963b3b-f0d7-4b94-8591-f450bcaddd22 · outbound

This paper cites Deep learning for IoT big data and streaming analytics: A survey,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep learning for IoT big data and streaming analytics: A survey,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.240671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24b89bf4-dd85-4b51-bbf9-4697819aead1 · outbound

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

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.223444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 55db57f0-4add-46ac-a269-2f1cc6e04e60 · outbound

This paper cites CDDM: Channel denoising diffusion models for wireless semantic communications,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission CDDM: Channel denoising diffusion models for wireless semantic communications,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.208280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c278748b-1f1d-4c7c-b188-c42d79a2924c · outbound

This paper cites A GAN-based semantic communication for text without CSI,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission A GAN-based semantic communication for text without CSI,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.190823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d8b62151-6d6d-4d38-bd87-8ee92e105645 · outbound

This paper cites Deep learning-empowered semantic communication systems with a shared knowledge base,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep learning-empowered semantic communication systems with a shared knowledge base,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.173713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71bb1c9a-738c-4bed-99cb-0331d0d2ee9c · outbound

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

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep joint source- channel coding for wireless image transmission,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.155731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99e91d9d-dcd7-4a2e-b8e8-de1536f1f3b1 · outbound

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

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission DeepJSCC-f: Deep joint source-channel coding of images with feedback,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.136987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03643ff0-5f5c-4a50-94be-5f4a8001ed1f · outbound

This paper cites Adaptive information bottleneck guided joint source and channel coding for image transmission,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Adaptive information bottleneck guided joint source and channel coding for image transmission,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.100481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af983893-fc80-4d26-baa4-46a806cc9085 · outbound

This paper cites Domain knowledge driven semantic communication for image transmission over wireless channels,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Domain knowledge driven semantic communication for image transmission over wireless channels,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.083897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bbea787e-5bbe-4952-9f7d-7f2d44d0592d · outbound

This paper cites Deep learning enabled semantic communication systems,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep learning enabled semantic communication systems,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.272336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a54f8684-7008-446a-9222-90f59ec43b43 · outbound

This paper cites DeepWiVe: Deep-learning-aided wireless video transmission,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission DeepWiVe: Deep-learning-aided wireless video transmission,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.058040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6916316f-67b7-4432-9506-fd44469554d3 · outbound

This paper cites A unified multi- task semantic communication system for multimodal data,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission A unified multi- task semantic communication system for multimodal data,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.283015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 534fa357-a2d2-4dac-8a1e-784386c19998 · outbound

This paper cites Semantic communication systems for speech transmission,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Semantic communication systems for speech transmission,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.031505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a95cc87-6bff-460a-ab01-2ca8eef72c22 · outbound

This paper cites Perceptual learned source-channel coding for high-fidelity image semantic transmission,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Perceptual learned source-channel coding for high-fidelity image semantic transmission,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.119281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88e509ed-0f29-483e-a132-abd87e779c2a · outbound

This paper cites Task-oriented multi-user semantic communications,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Task-oriented multi-user semantic communications,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:17.015531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 582eae8c-2c66-4669-a3fe-c0f5c01d4635 · outbound

This paper cites Deep learning-based image semantic coding for semantic communications,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep learning-based image semantic coding for semantic communications,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.999191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 958aefbe-e009-42b6-a0cf-5da6e8f31122 · outbound

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

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep source-channel coding for sentence semantic transmission with HARQ,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.309063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6da9990f-4815-4406-ba93-a1e9fa153b53 · outbound

This paper cites Wireless image transmission using deep source channel coding with attention modules,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Wireless image transmission using deep source channel coding with attention modules,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.313744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90bb6207-cd24-40d8-bb96-c22eeca2633b · outbound

This paper cites Predictive and adaptive deep coding for wireless image transmission in semantic communication,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Predictive and adaptive deep coding for wireless image transmission in semantic communication,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.319130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7753e6a-bbc8-4369-b886-69279100c2b9 · outbound

This paper cites SCAN: Semantic communication with adaptive channel feedback,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission SCAN: Semantic communication with adaptive channel feedback,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.953679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2529b4fa-0e8f-4f32-929a-c105a197e02f · outbound

This paper cites OFDM-guided deep joint source channel coding for wireless multipath fading channels,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission OFDM-guided deep joint source channel coding for wireless multipath fading channels,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.329999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 679f5964-f4cd-4ff7-b687-aa729710ea64 · outbound

This paper cites Channel-adaptive wireless image transmission with OFDM,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Channel-adaptive wireless image transmission with OFDM,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.335366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aa293db-9cac-4bf8-9144-31e0a34b9d25 · outbound

This paper cites WITT: A wireless image transmission transformer for semantic communications,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission WITT: A wireless image transmission transformer for semantic communications,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.916564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 53d0cb3c-59f9-48ff-90a5-d255ff43c272 · outbound

This paper cites Model-driven deep joint source-channel coding over time-varying channels,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Model-driven deep joint source-channel coding over time-varying channels,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.898127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58143601-fc06-4da9-83ac-f2587485e1b6 · outbound

This paper cites DeepJSCC-l++: Robust and bandwidth-adaptive wireless image transmission,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission DeepJSCC-l++: Robust and bandwidth-adaptive wireless image transmission,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.880170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a14a6cc-5e8e-43b4-869b-b6c0dca87f33 · outbound

This paper cites ADJSCC-l: SNR-adaptive JSCC networks for multi-layer wireless image transmission,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission ADJSCC-l: SNR-adaptive JSCC networks for multi-layer wireless image transmission,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.863121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0585a56f-9dc2-4063-b155-beb48431d581 · outbound

This paper cites Swin- JSCC: Taming swin transformer for deep joint source-channel coding,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Swin- JSCC: Taming swin transformer for deep joint source-channel coding,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.362664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32945241-9cd9-4844-98f9-38226fd596e2 · outbound

This paper cites Polarizability of the kaonic helium atom.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Polarizability of the kaonic helium atom

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T18:09:16.502061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 21cfdb77-141c-436a-8381-5266c33ba276 · outbound

This paper cites NV AE: A deep hierarchical variational autoen- coder,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission NV AE: A deep hierarchical variational autoen- coder,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.846256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a7f8f2eb-3d37-4d96-9e6d-a11c53f75e06 · outbound

This paper cites Effective SNR mapping for link error prediction in OFDM based systems,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Effective SNR mapping for link error prediction in OFDM based systems,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.829573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20d6875d-f6b4-4289-bd25-02293028118d · outbound

This paper cites A ConvNet for the 2020s,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission A ConvNet for the 2020s,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.813163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f3603625-e4d1-49c3-abba-b349e9b9e149 · outbound

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

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Nonlinear transform source-channel coding for semantic communications,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.389683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bea57a3-bf84-460c-96f8-0201068e5232 · outbound

This paper cites Deep residual learning for image recognition,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Deep residual learning for image recognition,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.395405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75253a5e-7367-475e-9cd0-567416e31a17 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.776401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de3e4616-9275-429d-88df-e0cefc10c9d3 · outbound

This paper cites Variational image compression with a scale hyperprior.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Variational image compression with a scale hyperprior

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T18:09:16.406673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7e3552e-2889-4ba0-9c48-2b7c9bd137bc · outbound

This paper cites Policy invariance under reward transformations: Theory and application to reward shaping,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Policy invariance under reward transformations: Theory and application to reward shaping,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.757137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31ce27a9-4a39-40ec-a078-71f7428510d3 · outbound

This paper cites Q-learning,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Q-learning,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.739206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f015ab5-a710-4650-8306-888caff4d5fb · outbound

This paper cites Human-level control through deep reinforcement learning,.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Human-level control through deep reinforcement learning,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.722559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 338187bd-43f0-4b5c-ae4a-be704d68ddd7 · outbound

This paper cites an unresolved cited work.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:09:16.705951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3366f6bf-2a0b-41ae-98c6-fbeae99ec31b · outbound

This paper cites Rep., Nov.

Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission Rep., Nov

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:09:16.688088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 7e5b3704-bffe-40c0-9f8f-f0425f7517b8 · inbound

Research Challenges and Progress in the End-to-End V2X Cooperative Autonomous Driving Competition cites this paper.

Research Challenges and Progress in the End-to-End V2X Cooperative Autonomous Driving Competition Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:39:09.415854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.