Pith. sign in

Paper Citation Record · LEDGER

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

As of 20 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 2026-08-19T06:32:44.657259+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
  • metadata mismatch0

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:21.784086Z digest=sha256:64d18ca9ebe7f1658c2b6fe47b247580cf820ca330196288555a23e999bbb913

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:21.890097Z digest=sha256:c7463b3e1051bcd8530bfd2c1fe2923800b2e187ba46fd4f1b2728eac614e1fb

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:44:22.021005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:22.021005Z digest=sha256:daef71702fa33f0a39dee8f97134564214db918efdbbfe3c405b39f024647c4f

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:44:22.163299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:22.163299Z digest=sha256:8773ae7b08d1e58d58f89f2c52ad2833efda39f8edda3e9ea2ec826722286ef0

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:22.326501Z digest=sha256:0f34bfb35cf813b83d72592e3df342c0e0271f05629fb3da4bd13ece9eb896f1

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:22.457175Z digest=sha256:2a8e0ec29bb597631ebe14a98f947b412531713702053b0358838064d467ed1e

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:22.561691Z digest=sha256:7afb048ea03d0e6e5b920f4d246c81946a087a63f7ea1b2ab81ef556567f7928

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:22.652020Z digest=sha256:43cc0dd2371422a41f7096b1d06812932c330fcfbf52a2c8c0293f48c0385490

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:22.727943Z digest=sha256:32b04b5affc9b398f318c2aaba94d6d797ef3b8480a9ffc7c1814757874b4f18

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

Resolution
verified exact
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:22.842552Z digest=sha256:2387be4e430e96af0bd27c256cf1e44f97c57067ed1efa03ff2a7624c220bf83

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:22.932546Z digest=sha256:700d2a13e1200c2ae2993f651baa808997f65b79cc1f96b7ce10df48365e9ec0

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:23.030060Z digest=sha256:0626c3efa2c201d9e584eddc73e54eb0db54b7f4820b5646e241ac1aa262ecb1

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:44:23.112384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.112384Z digest=sha256:7d8355f47e5554a626a153376a15113bcfcd1547fc25c41192fb820136d601b6

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:23.176674Z digest=sha256:7695d71707b9efd089915121a9b3d7405c734a66e46f35101e081533f340f844

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:23.236698Z digest=sha256:aac38d40df5b906b9327d81ffadec94a6cedea1b9443648415c9dca11b8094a5

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:23.341536Z digest=sha256:dd89a70e279f10ec4ffe761b150f1e39987609c4ca6fd32c46e63c8453d6d344

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:44:23.431358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.431358Z digest=sha256:2d1b9b1fcec444e133ba8432d4bf864b7f6cd376a870e675a30b0334aad40ea6

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:44:23.500353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.500353Z digest=sha256:dd6fe276dccef4501dd85bda7e4ef6a6735894f20a0b573e69faa76354b6e655

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:44:23.680341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:44:23.680341Z digest=sha256:b677bdcdd807cccc93ec8cab7bc54d9eefae08dda5b7fe659ee7d72f5e82cd68

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:24.027598Z digest=sha256:9ea433cd19d9fe114602a264ee0798d080b0b11772bde745b84b0fb3f48f40af

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:24.202039Z digest=sha256:c11d79e5bca8a2941e36a6a34c2baca0ba664ec57176445d043c9eaecc561424

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:24.365334Z digest=sha256:03e8c29f08606b6126ffd3eef020f0010cfe1e672bd5b251f95d24ff6a16d92a

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:24.486760Z digest=sha256:9687922620a49747a76a03e110a29eb179d7cccca0991a7c63aacdb07c9499fa

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

Resolution
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:24.617817Z digest=sha256:564add967793df390abcff60a32fa52d89bdd71ebbc95681296024dd62627d17

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:44:24.711608Z digest=sha256:b5ad04122667d22494cc3272724a9b07681ef40e0c27cc3d56dc08827ef5f16e

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

Resolution
unresolved
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:c891acc98538b64d91685fd4f59fed202cb4361dc5a06b1a72f9e3bc52551e44

Pith citing papers

No inbound Pith citation observations are available.