Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T16:55:29.547181Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2502.06095.
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 2026-08-08T16:55:29.547181Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a4f45a51-85dd-4def-bb59-2219cc4cdb72 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Shannon and W
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b798f46e-5e1f-4c6e-aa1e-2563201b3ee0 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Outline of a theory of strongly semantic inf ormation,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f5935deb-4c2b-4dda-9560-534cc27d11fb · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design The semantics latent in shannon informatio n,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0bc3ab2a-434c-4d3c-b43a-b2f55d6d8dbd · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design A theory of semantic information,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0a2bdeb6-bcbc-400e-bdaa-630ba131150f · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design A theory of semantic com munication,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c4e496d1-9664-4506-b8f1-650e0b941bc9 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Model-t heoretic logic for mathematical theory of semantic informa tion and communication,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2b94799b-f8b1-4fea-aae1-d65e0529f809 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Deep hierarchi cal semantic segmentation,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ece8a436-f752-4e82-ad85-5f14d2c1612c · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Deep learning-based i mage semantic coding for semantic communications,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9ed88a9a-8e11-418b-bad0-43b15889b3a2 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Visual cod ing in a semantic hierarchy,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7c2734c5-8889-481b-a5e4-eb51f3fc5d03 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Semantic image segm entation with contextual hierarchical models,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b01abf6-8c45-422a-b046-d9fd9311f4a7 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Hierarchica l video content description and summarization using unified semantic and visual similarity,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bb6f527f-6196-46d0-a186-c18b257caba7 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Joint sou rce-channel coding for video communications,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 77ac8c3f-0d30-4e3b-96ca-cff368d1f460 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Auto-encoding variationa l bayes,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e2b4d77f-9226-4b88-a958-8dd9822f6b47 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Generative Visual Compression: A Review
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 756801ef-b0aa-4a81-ad89-fccdd1382837 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Evolving Semantic Communication with Generative Model
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f9b9bd73-26de-40c0-b817-8fde92877bac · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Efficient Estimation of Word Representations in Vector Space
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24b5b75d-2ab4-45f5-bfa5-1be9f2c810e6 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Joint source–channel coding: Fundamentals and recent progress in practical designs,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e150cc01-9de4-449c-bc35-61b863a15683 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Temporal and spatial error concea lment techniques for hierarchical MPEG-2 video codec,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9ce75027-adee-42d8-8df8-53cd3ba12dec · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design What is semantic communication? a view on conveying meaning in the era of machine intelligence,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 72f78789-bc0f-445e-9729-efdb132f0fd4 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Coding theorems for a discrete source with a fidelity crite rion,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9a888966-49e6-4516-bf88-429d71e86bfb · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Lossy joint source-channel c oding in the finite blocklength regime,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8eca7be1-d9ee-4cd1-b002-a4df3a2ccdd6 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Joint source–channel coding: Fundamentals and recent progress in practical designs,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a808875d-b435-4fd9-b2e9-5a4038d674bf · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Semantic communications with variable-length coding for extended reality,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1c920100-4086-4564-b2a5-1398f31862c6 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design V ariable length jo int source-channel coding of text using deep neural network s,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1fdc3867-bd32-4250-a5bf-e9d603f54490 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design L ossy joint source-channel coding using Raptor codes,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5cac2f55-322b-4a36-909c-4f253912edda · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Joint sou rce-channel coding for deep-space image transmission usin g rateless codes,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d3a659a7-2933-42ed-b32d-2d36e14ea283 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Operational rate-distortion performance for joint source and channel coding of images,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dddf4a7c-0052-4532-a90a-a487147d741d · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Self-synchronizing variable-l ength codes for image transmission,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7e19f52f-49f9-4307-855b-df5d7b6f86f4 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Subband image coding using entropy-coded quantization over noisy channels,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5dd38578-abd4-442c-82d2-35519957e74e · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Combined source -channel coding of images using the block cosine transform,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b9c794e2-6c17-4e55-9cd9-c65daf4ce284 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Joint source and channel coding applied to the p yramid vector quantizer,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6d5eac3f-77b7-4ea7-9bb6-2512975eaade · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Multi-level reliability interface for semantic communi cations over wireless networks,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bdbc27ff-4006-4f04-a981-f7c3856f6848 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Deep learning e nabled semantic communication systems,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dee8167a-4225-40de-b8a1-8a0351c328d2 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Wireless image retrieval at the edge,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d3586f42-d2a7-4abe-9d5f-98905875a057 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Deep j oint source-channel coding for wireless image transmissio n,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cb6633e0-e9bd-493c-be54-10593025d8a0 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Deep joint source-channel coding for semantic communications,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e7ac680-2af4-41ab-b5de-aba5a25a2898 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Secure Deep-JSCC against multiple eavesdroppers,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e750ce81-2b7c-4490-b619-ec2b81c7f8b7 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Nonlinear prin cipal component analysis: neural network models and applic ations,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cfee265c-9601-49c2-a61f-c9e8d1470b3a · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Sparse autoencoder,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation be0c9992-0a41-4093-b3a9-6a9c1e7a5135 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Stochastic bottleneck: Ra teless auto-encoder for flexible dimensionality reduction ,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f0db0bbe-4829-4b30-bf1b-31111896c1ff · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Rateless deep graph joint source channel codi ng for holographic-type communication,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c6e645e5-fe5b-4cb1-86a4-7922bfd4dc4f · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Rateless coding for gaussian channels,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 948d1201-361f-4dca-9227-21be31c9f6c8 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Residual attention network for image classification,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ed34492-5019-4844-a51b-4af168ba2cd2 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design V ariational inference for Mo nte Carlo objectives,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 834affdd-bde0-4466-80b1-7214b9491ed0 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design PyTorch: An imperative style, high-performance deep lear ning library,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 93a7916c-9f05-4d0f-b03d-fc6815ff4509 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Learning multiple layers of features f rom tiny images,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e360369e-2463-4cfd-846c-41717906d547 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design How much training is needed in multiple-antenna wireless links?
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f036b0bf-6313-4c2c-ad08-db0217123f15 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Exploiti ng diversity for ultra-reliable and low-latency wireless c ontrol,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f087c099-6897-4ecd-876c-aa3e1125074b · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Progressive image coding o n noisy channels,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1e465f13-79f8-453a-ba1a-467874be61be · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 81074d90-8a04-42a2-8746-e613c77e32d5 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design A lighter UDP,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a51245b7-76e8-4496-a417-58a350b95b8c · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Com munication and control interfacing for co-design of wirele ss control systems,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0b62cc3b-c16a-4132-8f79-8b6ffc2b5d9f · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design DeepRx: fully convolutional deep learning receiver,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 680c6e5b-fc12-49f3-bb84-33bd805829ba · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design An Overview of Neural Network Compression
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f89f6f81-4ec9-4c21-b10d-0ab255ca854b · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Beyond transmitting bits: Context, semantics, and task-oriented communicatio ns,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ee6ecac3-6163-42b8-9a07-00a4fcd2d78e · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Semantic Communication for the Internet of Sounds: Architecture, Design Principles, and Challenges
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fbb9c478-07d8-48dc-b23c-56071398bcd4 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Semantic Communications: Principles and Challenges
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fda28898-30ca-4fea-965c-e0f3a047b884 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Semantic communication s: Overview, open issues, and future research directions,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation de87fa61-caa5-4bab-8197-143c5b40ec07 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design From semantic communi cation to semantic-aware networking: Model, architecture , and open problems,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f4f8998b-abd9-495e-a042-ec1e78111c62 · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Next Generation Advanced Transceiver Technologies for 6G and Beyond
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ee715047-e71b-43ae-9f01-2278cc513c0b · outbound
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design A survey on goal-o riented semantic communication: Techniques, challenges, and future directions,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.