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Paper Citation Record · LEDGER

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.23511.

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

pith.paper-citation-record.v1
2506.23511 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:44:24.711608Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

  • verified exact2
  • verified fuzzy16
  • unresolved8
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ba551576-0245-46b8-95a1-a9c4b2a9bb66 · outbound

This paper cites Ultrareliable and low-latency wireless communication: Tail, risk, and scale,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Ultrareliable and low-latency wireless communication: Tail, risk, and scale,

Reference 1

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no resolver link, observed 2026-08-06T21:44:21.784086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 315da7e7-7c48-4430-9d92-faabb698b2d5 · outbound

This paper cites Radio resource management for ultra-reliable and low-latency communications,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Radio resource management for ultra-reliable and low-latency communications,

Reference 2

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raw_fallback, observed 2026-08-06T21:44:28.353225Z

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.

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Observation 28f0a90f-ce7e-445c-9115-abe7ac15e673 · outbound

This paper cites Channel coding rate in the finite blocklength regime,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Channel coding rate in the finite blocklength regime,

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6ad8720e-93dd-4aa8-9dd9-8a843ad53a10 · outbound

This paper cites A mathematical theory of communication,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation A mathematical theory of communication,

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:22.163299Z digest=sha256:51aed15d670e23ca28dd6bb20eeca8f0208db37bcba0ffa4a70c952cdac4d249

Observation 05982526-92dc-489f-8a87-fe8ea29e27e7 · outbound

This paper cites Finite blocklength regime performance of downlink large scale networks,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Finite blocklength regime performance of downlink large scale networks,

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-06T21:44:28.110883Z

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.

source=pdf_text observed=2026-08-06T21:44:22.326501Z digest=sha256:4bcc84c2c60bff768f5d7752561fdb908eaee44c9240d2ac077b5e86a2c40e12

Observation e9f86dd3-f616-4175-a582-b891ee34b15e · outbound

This paper cites Channel polarization: A method for constructing capacity- achieving codes for symmetric binary-input memoryless channels,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Channel polarization: A method for constructing capacity- achieving codes for symmetric binary-input memoryless channels,

Reference 6

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raw_fallback, observed 2026-08-06T21:44:27.849945Z

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.

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Observation 559e2334-cd44-4aa8-81e4-119131f1916c · outbound

This paper cites Near shannon limit performance of low density parity check codes,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Near shannon limit performance of low density parity check codes,

Reference 7

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raw_fallback, observed 2026-08-06T21:44:27.666860Z

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.

source=pdf_text observed=2026-08-06T21:44:22.561691Z digest=sha256:b2f1ebf04f2db68f05493ec3f008c1a02dca080f7206c54317a18fb5181b1154

Observation a1c953a0-7844-4096-89ac-e0038e657e11 · outbound

This paper cites Permuted successive cancellation decoder for polar codes,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Permuted successive cancellation decoder for polar codes,

Reference 8

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raw_fallback, observed 2026-08-06T21:44:27.468417Z

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.

source=pdf_text observed=2026-08-06T21:44:22.652020Z digest=sha256:476f0cf2fd3b3164609540022feb35f6a1f451dfaf767b704a284d3318d9b28b

Observation 0bf4f683-b33b-4707-8296-eaff662a6c43 · outbound

This paper cites Viterbinet: Symbol detection using a deep learning based viterbi algorithm,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Viterbinet: Symbol detection using a deep learning based viterbi algorithm,

Reference 9

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raw_fallback, observed 2026-08-06T21:44:27.282250Z

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.

source=pdf_text observed=2026-08-06T21:44:22.727943Z digest=sha256:f9bc52e841c9dd41f7a62f822c63a3ed443f9f6f7fc4a1c9250387a652ba36a8

Observation 3435cb6b-f763-47bc-bbde-1245b6d47895 · outbound

This paper cites Data-Driven Factor Graphs for Deep Symbol Detection.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Data-Driven Factor Graphs for Deep Symbol Detection

Reference 10

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local_arxiv, observed 2026-08-06T21:44:25.287513Z

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.

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Observation 6359e4c0-928f-43c6-a81b-4c9f52a003f8 · outbound

This paper cites An Introduction to Deep Learning for the Physical Layer.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation An Introduction to Deep Learning for the Physical Layer

Reference 11

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verified exact
local_arxiv, observed 2026-08-06T21:44:25.105994Z

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.

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Observation 58b83418-a47f-482b-be14-f19fb913ac6e · outbound

This paper cites Neural network aided sc decoder for polar codes,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Neural network aided sc decoder for polar codes,

Reference 12

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raw_fallback, observed 2026-08-06T21:44:27.068231Z

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.

source=pdf_text observed=2026-08-06T21:44:23.030060Z digest=sha256:28a09b6359ed85eb66b207af72e9cdcc62b27f89bc7c7a8ca1f4715c6387cb5d

Observation efdef4f2-75cd-45f6-b087-c48dbf0b0f48 · outbound

This paper cites Communication Algorithms via Deep Learning.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Communication Algorithms via Deep Learning

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.112384Z digest=sha256:1c28b473da0d8f6b9b8339414bb01d8e6aeda3349d5e12ede1e5bf467630cc45

Observation aaf69a5b-6f7e-4e3a-abd4-669fac768c74 · outbound

This paper cites Low complexity au- toencoder based end-to-end learning of coded communications systems,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Low complexity au- toencoder based end-to-end learning of coded communications systems,

Reference 14

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raw_fallback, observed 2026-08-06T21:44:26.905029Z

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.

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Observation 7c4c827f-408a-4315-a28a-3fe4a7b75547 · outbound

This paper cites Joint coding and modula- tion in the ultra-short blocklength regime for bernoulli-gaussian impul- sive noise channels using autoencoders,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Joint coding and modula- tion in the ultra-short blocklength regime for bernoulli-gaussian impul- sive noise channels using autoencoders,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-06T21:44:26.718068Z

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.

source=pdf_text observed=2026-08-06T21:44:23.236698Z digest=sha256:51e57d27361e9ce7846fa0d924ae9e392cddd4f07cec47efca0f2da769280db1

Observation 28f95e06-4e52-4d1d-880d-f845ce844558 · outbound

This paper cites Stacked denoising autoencoder enhanced polar codes over rayleigh fading channels,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Stacked denoising autoencoder enhanced polar codes over rayleigh fading channels,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-06T21:44:26.558328Z

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.

source=pdf_text observed=2026-08-06T21:44:23.341536Z digest=sha256:b5a42100d1cc9a110c2ae088bcfaf80034c7d50eed02ebff572fd5f764b08e5f

Observation fad6043e-ed25-4d62-bd4e-ecff5d9124bd · outbound

This paper cites Joint source-channel coding over additive noise analog channels using mixture of variational autoen- coders,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Joint source-channel coding over additive noise analog channels using mixture of variational autoen- coders,

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.431358Z digest=sha256:2c7b2054794be697b122ad4064daa0d34c01dea676a7c3cf47850ca0c95da95d

Observation 3b1d8c00-383e-4e9e-b86a-853f05352db6 · outbound

This paper cites Extracting and composing robust features with denoising autoencoders,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Extracting and composing robust features with denoising autoencoders,

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.500353Z digest=sha256:0e98c52416016eb5ed0f52e9eb2a84678f97cea540a6e7d4b461f7c2f46ff278

Observation 6b5591f7-211c-456a-95d9-6adccad1cbc7 · outbound

This paper cites Auto-encoding variational bayes,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Auto-encoding variational bayes,

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.680341Z digest=sha256:9a4d20c3495eb85ccfd68ec7c83cb1aa3defa8f6ec3b553b076d0aefb0f8c8b9

Observation 36e1c70b-0d21-4ad2-a1bd-b2797138193a · outbound

This paper cites Turbo autoencoder: Deep learning based channel codes for point-to-point com- munication channels,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Turbo autoencoder: Deep learning based channel codes for point-to-point com- munication channels,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-06T21:44:26.377456Z

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.

source=pdf_text observed=2026-08-06T21:44:24.027598Z digest=sha256:f9cd978a3a5013407a7f71818fdd3d34ed85e2aed933deb94278d3b7854e919f

Observation 1bb614e5-d3d7-49ac-be7f-20d55e5727c6 · outbound

This paper cites Joint channel coding and modulation via deep learning,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Joint channel coding and modulation via deep learning,

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-06T21:44:26.169891Z

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.

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Observation 878d5fc2-8340-4501-b4aa-b1ee8ff253bb · outbound

This paper cites Coding for the gaussian channel in the finite blocklength regime using a cnn- autoencoder,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Coding for the gaussian channel in the finite blocklength regime using a cnn- autoencoder,

Reference 22

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raw_fallback, observed 2026-08-06T21:44:25.990180Z

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.

source=pdf_text observed=2026-08-06T21:44:24.365334Z digest=sha256:b2a2d7f571d4576bc17238fa8eb306352e7779d91ec75c4dd8d6a13e97557cd8

Observation 11a31f85-45fe-4cc3-afe2-f4cbc16f3ec7 · outbound

This paper cites Multilevel codes: theoretical concepts and practical design rules,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Multilevel codes: theoretical concepts and practical design rules,

Reference 23

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raw_fallback, observed 2026-08-06T21:44:25.821045Z

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.

source=pdf_text observed=2026-08-06T21:44:24.486760Z digest=sha256:5d067d6667591cb113b41ab58e16c4f83ba9382ca0dbebeee70873ad87f4822b

Observation 025a8f56-00fe-4d6b-8e6b-0578e85b6704 · outbound

This paper cites Adam: A method for stochastic optimization,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Adam: A method for stochastic optimization,

Reference 24

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raw_fallback, observed 2026-08-06T21:44:25.639482Z

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.

source=pdf_text observed=2026-08-06T21:44:24.617817Z digest=sha256:16da42e405cd361d8228ff8046328c170dde9a403c2d959992e3fb0651b3d113

Observation 0cc9d224-48dc-44d5-8532-7d386863f1e9 · outbound

This paper cites Polarization-adjusted con- volutional (pac) codes: Sequential decoding vs list decoding,.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Polarization-adjusted con- volutional (pac) codes: Sequential decoding vs list decoding,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-06T21:44:25.470319Z

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.

source=pdf_text observed=2026-08-06T21:44:24.711608Z digest=sha256:415e522b14b7459a2c80714beb5d05d760874f2b59d2460b61a8c851014bb2d7

Observation c674cb70-c1c2-48e8-a43d-ea3d2091b915 · outbound

This paper cites Auto-Encoding Variational Bayes.

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation Auto-Encoding Variational Bayes

Reference 2022

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no resolver link, observed 2026-08-06T21:44:23.857335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.857335Z digest=sha256:8977b676a018e2344971d88819f42b37d3c4a0f2854d75b6d82cd1a0aa6cf193

Pith citing papers

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