Paper Citation Record · LEDGER

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication

As of 16 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2412.19025.

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

pith.paper-citation-record.v1
2412.19025 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T01:09:26.913133Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-14T19:22:16.266615Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T19:22:50.230335Z

Reference resolution

44 of 44 outbound references displayed

verified exact2
verified fuzzy36
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2014b1b-5b1a-4035-aa67-1c1dd5979edb · outbound

This paper cites Villani, Topics in Optimal Transport.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Villani, Topics in Optimal Transport

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:33.191930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ce569a3c-f346-4b70-92da-cc16b405e217 · outbound

This paper cites Distribution preserv ing quantization with dithering and transformation,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Distribution preserv ing quantization with dithering and transformation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:33.059902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 78c45141-3b58-44ef-a500-47e14a7965f1 · outbound

This paper cites Multiple des cription distribution preserving quantization,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Multiple des cription distribution preserving quantization,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:32.924423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7585d252-fc7d-4705-abf2-a72a2825bcbf · outbound

This paper cites Randomized quantiz ation and source coding with constrained output distributi on,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Randomized quantiz ation and source coding with constrained output distributi on,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:32.745309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 70bcead7-60ff-492f-8b5c-e0f8c896fdeb · outbound

This paper cites Output constrained lossy source coding with limited common randomness,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Output constrained lossy source coding with limited common randomness,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:32.614750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2c710175-cd1d-464f-bd3d-a2c2bf4856fa · outbound

This paper cites Lossy compression w ith distribution shift as entropy constrained optimal tran sport,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Lossy compression w ith distribution shift as entropy constrained optimal tran sport,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:32.434828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 18a53cc7-bdea-49cb-8b87-53350d03ceb9 · outbound

This paper cites Cross-domain los sy compression as entropy constrained optimal transport,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Cross-domain los sy compression as entropy constrained optimal transport,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:32.326085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b7ef6cd5-b88b-48d5-8517-4b08b029229e · outbound

This paper cites an unresolved cited work.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:09:32.199208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ca56dcab-88b2-4d06-bde4-37f70b1be6c6 · outbound

This paper cites The perception-distortion tra deoff,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication The perception-distortion tra deoff,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:32.108810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4d9e76b3-711c-49b6-91a1-cf5561ac69b9 · outbound

This paper cites Rethinking lossy compression : The rate-distortion-perception tradeoff,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Rethinking lossy compression : The rate-distortion-perception tradeoff,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:31.988200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a444a3c2-9ecc-4c43-8e77-99c0bfd18507 · outbound

This paper cites Introducing the perception-distortio n tradeoff into the rate-distortion theory of general infor mation sources,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Introducing the perception-distortio n tradeoff into the rate-distortion theory of general infor mation sources,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:31.848860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 956d3e79-95e1-4708-a1b3-608fa4579ddc · outbound

This paper cites Rate-distortion-perception tradeoff of variable-length source coding for general information s ources,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Rate-distortion-perception tradeoff of variable-length source coding for general information s ources,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:31.748519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c3c7c4ee-8c7e-43a6-ba03-31b068ba008b · outbound

This paper cites On perceptual l ossy compression: The cost of perceptual reconstruction an d an optimal training framework,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication On perceptual l ossy compression: The cost of perceptual reconstruction an d an optimal training framework,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:31.657546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2d59fd04-44e9-4708-aed9-dcd007e7ec3d · outbound

This paper cites A coding theorem for the rate- distortion-perception function,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication A coding theorem for the rate- distortion-perception function,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:31.529399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ad70a9a2-2e66-4781-9138-2ba60254bf92 · outbound

This paper cites On the advantages of stochas tic encoders,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication On the advantages of stochas tic encoders,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:30.494744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5ba04424-d4e8-4d0f-bf5e-d086eaacbb1b · outbound

This paper cites Zhang, J.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Zhang, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:30.214875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f0e1583e-c2f9-44c0-85d3-429bc175c0d9 · outbound

This paper cites On the r ate-distortion-perception function,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication On the r ate-distortion-perception function,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:30.095965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bdaf8a8a-83c1-4708-abe7-5ef375880154 · outbound

This paper cites The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T01:09:26.063575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7600a1-2a69-4065-ad6a-41834a2f63b3 · outbound

This paper cites On the choice of perception loss function for learned video compression,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication On the choice of perception loss function for learned video compression,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.978274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a31ba6ce-7f44-433b-aa44-a61d331651f6 · outbound

This paper cites Rate-d istortion-perception tradeoff based on the conditional-d istribution perception measure,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Rate-d istortion-perception tradeoff based on the conditional-d istribution perception measure,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.841230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b0074ee0-8e0b-4ff3-84b7-e73ad681bb2d · outbound

This paper cites Rate-Distortion-Perception Tradeoff for Gaussian Vector Sources.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Rate-Distortion-Perception Tradeoff for Gaussian Vector Sources

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-11T01:09:27.504741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7397ab36-6f7e-4201-bc81-0631f245e80a · outbound

This paper cites Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T01:09:26.136996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4106e0bd-a752-4bed-952f-c168b2b6fd62 · outbound

This paper cites Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-11T01:09:27.155149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3c771947-f281-4590-9db1-90398ae1aeeb · outbound

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

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Deep jo int source-channel coding for wireless image transmission ,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.684840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3296591d-c12c-4e9e-aeca-be1473c25d16 · outbound

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

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication DeepJSCC-f: Deep joint sou rce-channel coding of images with feedback,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.554824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation befb7a26-66d1-4543-a11b-6318d616f9ed · outbound

This paper cites Bandwidth-agile image tra nsmission with deep joint source-channel coding,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Bandwidth-agile image tra nsmission with deep joint source-channel coding,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.417851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 27b586b2-13e6-4f21-b47f-e93e688ad3fe · outbound

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

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication DeepWiV e: Deep-learning-aided wireless video transmission,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.352822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4543690b-c6d1-4bf8-93e4-75061e4b9e64 · outbound

This paper cites Generative joint source-channel coding for semantic image transmission,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Generative joint source-channel coding for semantic image transmission,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.274748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation df6dded2-2f40-4889-ad23-cfb95ab4e59a · outbound

This paper cites Multiple access ch annels with arbitrarily correlated sources,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Multiple access ch annels with arbitrarily correlated sources,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.134746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 23268ae8-c167-49d6-ad03-6d1aace13b6d · outbound

This paper cites O ptimality and approximate optimality of source-channel se paration in networks,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication O ptimality and approximate optimality of source-channel se paration in networks,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.057555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4862072b-073e-45f1-99e0-107c5d8acfda · outbound

This paper cites Broadcasting correlated vector Gaussians,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Broadcasting correlated vector Gaussians,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:29.010468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 419fd418-913d-4617-b719-0f2b7b18a486 · outbound

This paper cites Outer Bounds on the admissible s ource region for broadcast channels with correlated source s,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Outer Bounds on the admissible s ource region for broadcast channels with correlated source s,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:28.952819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dc625aec-a5ce-4f5d-95ce-80eb3c2ce79d · outbound

This paper cites A source-channel separation th eorem with application to the source broadcast problem,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication A source-channel separation th eorem with application to the source broadcast problem,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:28.878842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6f525dcf-127d-46d3-a378-13b56e30ef06 · outbound

This paper cites M atched multiuser Gaussian source channel communications v ia uncoded schemes,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication M atched multiuser Gaussian source channel communications v ia uncoded schemes,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:28.851526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e226cca0-0598-49a2-82cd-e42410cf88b4 · outbound

This paper cites El Gamal and Y .-H.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication El Gamal and Y .-H

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T01:09:26.635508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba759e12-b8ee-496d-82ae-67078467969e · outbound

This paper cites Csisz´ ar and J.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Csisz´ ar and J

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:28.744784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 441df341-c0bc-48c3-9ad3-acc9c1487d07 · outbound

This paper cites To code, or not to code: Lossy source–channel communication revisited,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication To code, or not to code: Lossy source–channel communication revisited,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:28.574831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 21a1c15c-9563-4eba-be82-6cf31978db35 · outbound

This paper cites Jelinek, Probabilistic Information Theory.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Jelinek, Probabilistic Information Theory

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:28.414877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation febbe7d9-9f91-48a6-90c8-60025375d057 · outbound

This paper cites an unresolved cited work.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:09:28.254741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4db0e8d7-8a47-4728-b6e0-1fef07eb6b3c · outbound

This paper cites Theoretical limitations on the transmi ssion of data from analog sources,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Theoretical limitations on the transmi ssion of data from analog sources,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:28.127546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a13d0c85-7407-4903-8682-bda50fad6806 · outbound

This paper cites A uniﬁed approach to h ybrid coding,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication A uniﬁed approach to h ybrid coding,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:27.986404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6fe8cd1b-5214-45e4-9f64-1ec201d4e078 · outbound

This paper cites an unresolved cited work.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T01:09:26.867131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7f36fa-b115-4a6f-9b67-0984b59631b2 · outbound

This paper cites The likelihood encode r for lossy compression,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication The likelihood encode r for lossy compression,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:27.744752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bafd00f9-b7e4-43f0-b667-7b8393d0a98d · outbound

This paper cites Soft covering with high probability,.

Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication Soft covering with high probability,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:09:27.667411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 003b5a67-33f8-4467-b4c9-f5d9703746d4 · inbound

Secure Rate-Distortion-Perception: A Randomized Distributed Function Computation Approach for Realism cites this paper.

Secure Rate-Distortion-Perception: A Randomized Distributed Function Computation Approach for Realism Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:01:06.845169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8d207f84-45aa-4d79-9588-93a854c7caff · inbound

Resolution Information: Limits of Ambiguity Resolution for Generative Communication cites this paper.

Resolution Information: Limits of Ambiguity Resolution for Generative Communication Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:22:50.234927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.