Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:41:50.529044Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 7 inbound Pith citation observations for arXiv:2501.01138.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:41:50.529044Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:14:20.928451Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T05:35:45.078483Z
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d9b71ed1-0e9e-4f62-b5ee-5ce1cbf4e1f9 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Beyond transmitting bits: Context, semantics, and task-oriented communications,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 86f881e9-39f5-4a3b-b586-70051c9c165b · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deep joint source- channel coding for wireless image transmission,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dbda3ea-e0c0-487e-bb55-999f3c898a4d · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Joint source–channel coding: Fundamentals and recent progress in practical designs,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 281a5a6b-b4ce-47e5-a1bd-5ed62026e36a · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Nonlinear transform source-channel coding for semantic communications,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90830d03-d7fe-4fd0-9a8b-d89355ad9eb1 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Transformer-aided wireless image transmission with channel feedback,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e8dd9362-8e5a-4740-9f57-a0c348b02e0f · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deep joint source-channel coding for adaptive image transmission over MIMO channels,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 99aa80dd-8839-4f58-92e1-ef6ace0d0499 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deep joint source channel coding for wireless image transmission with OFDM,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5a92e842-108a-4ff2-99ed-0ac456f63ddb · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Channel-adaptive wireless image transmission with OFDM,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 64522f21-72c9-4f7d-9be4-121ab9e98551 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2f6577ac-3436-44e5-a717-ef9afaf53058 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Distributed deep joint source-channel coding over a multiple access channel,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation eb07f89a-4645-42c8-995b-1a4467d2a4f4 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Model division multiple access for semantic communications,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d714e178-2a2b-4adc-9149-c3ca27bd78c1 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Deepjscc- q: Constellation constrained deep joint source-channel coding,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4e3651c0-59e9-4def-bd2f-da1df669fbe9 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Joint coding-modulation for digital semantic communications via variational autoencoder,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea401654-7e12-412d-b711-e0b1bfa8bc05 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Generative joint source-channel coding for semantic image transmission,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd7bcc0-f3d3-4c45-9d05-e7b2e9f482c8 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission CDDM: Channel denoising diffusion models for wireless semantic communications,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f820365a-4ea7-4e01-a2e6-6a071c27cbc2 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Wireless image transmission using deep source channel coding with attention modules,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 42f5593c-3d58-43d6-8470-918276f8acc2 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Denoising diffusion probabilistic models,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 117a791a-8fe3-4e7f-8d74-c9cf2ee90c5e · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diffusion models beat gans on image synthesis,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 74d77376-da92-46a0-bf1f-e8a1dfe4684a · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission High- resolution image synthesis with latent diffusion models,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1593f90c-6172-4b55-8f26-3dfdb5d4162e · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2dac744-67da-4158-9bcd-a95142f400bc · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Adding conditional control to text-to-image diffusion models,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 37412883-fdb2-4c22-906d-0cd2a089248c · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Text + Sketch: Image Compression at Ultra Low Rates
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eda30fd5-c22a-4b3a-a82e-56be2e4ebb40 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Latency-Aware Generative Semantic Communications with Pre-Trained Diffusion Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab7daf5f-915f-472e-bb39-bc2595e93283 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Fast-gsc: Fast and adaptive semantic transmis- sion for generative semantic communication,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1f76a20-1e54-450b-82de-44d54a6ee745 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6cab7f22-6307-43df-9f80-e5eca4543810 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Lossy image compression with conditional diffusion models,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation afdffdb2-470a-4a01-98c6-f032511fc923 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission A hybrid wireless image transmission scheme with diffusion,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a6d816d7-dc01-41d7-9a07-d7175f0c9bab · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf9fd9e-fdfa-4225-ad1c-7ae215e11c60 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Commin: Semantic image communications as an inverse problem with inn-guided diffusion models,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fdd46ea2-ba40-4f09-9ff4-1d78da6f8a38 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2656327d-4262-40e3-9640-49b760079b15 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9844ecd1-1195-4f96-aacf-2896560bd481 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Hybrid Digital-Analog Semantic Communications
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e91fa73c-409a-4707-8fb2-1e771eabe4d1 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e07352c9-8891-4bcb-8bb0-9bf86f4404b5 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission DiffCom: Channel Received Signal is a Natural Condition to Guide Diffusion Posterior Sampling
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 33fe6393-a661-4855-8849-62d07bf70ac0 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0559bcc9-246a-4d71-959e-57e7183009a8 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Towards image compression with perfect realism at ultra-low bitrates,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 569b3226-b0ca-4eee-8610-c88a956440e0 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6d03db72-533a-43f0-9839-c7bd567aa837 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Muge: Multiple granularity edge detection,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d2c53468-2c90-40f5-8bb7-fc3fbefe9a63 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Denoising Diffusion Implicit Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3526aca8-b0f8-4071-ba9b-ba90ade445ff · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission On the Importance of Noise Scheduling for Diffusion Models
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6684cc9b-5f52-47f0-9c56-8033dda581a5 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Scalable diffusion models with transformers,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e0f08c0f-d606-4f12-b96b-83502ae84a77 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15bd0542-7f50-4e1f-9f5c-b9a75c24d01d · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbd5eef3-e046-4299-8cb9-2b4b631552ee · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission An snr estimation technique based on deep learning,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4f36bfa2-f35a-4605-b5e2-a403ebc02f27 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Segment anything,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ca915ed4-8742-433b-8db5-89567babbd1d · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Journeydb: A benchmark for generative image understanding,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 054956c9-752d-480e-af9f-e339a712ed21 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Conceptual 12m: Pushing web-scale image-text pre-training to recognize long-tail visual concepts,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f16d0ead-f8e5-4c97-bbf5-94ad78eb74ca · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Datacomp: In search of the next generation of multimodal datasets,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ffacdbb5-83e4-4e24-97a4-eca62928d3af · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Celebv-hq: A large-scale video facial attributes dataset,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4693de1a-5df4-40aa-b000-bd30372256e6 · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Microsoft coco: Common objects in context,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f9503181-8b39-440e-a9a7-d61e85e10f7e · outbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9503181-8b39-440e-a9a7-d61e85e10f7e · inbound
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b0278ab-8695-4720-ad8a-f3e2a56d5ea7 · inbound
Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77238561-8cf2-4cb7-a85a-a84f3e0ee7cf · inbound
Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 567c56ba-0f01-4f7d-b34d-c2f0a0bd2b27 · inbound
ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d397edfb-9bea-4139-94c8-14bf3f33c1a2 · inbound
Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d45a2dce-2c85-401f-a8d9-bff57966ccb8 · inbound
Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 182
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9b8abc4a-07ac-4acf-a06f-5eca06ab3c4d · inbound
Mixture of Semantics Transmission for Generative AI-Enabled Semantic Communication Systems Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.