Paper Citation Record · LEDGER

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding

As of 19 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2506.10166.

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

pith.paper-citation-record.v1
2506.10166 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:40:38.978985Z

measured 33 of 33 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

33 of 33 outbound references displayed

verified exact1
verified fuzzy22
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52f0ad95-bdaf-40e9-a7de-3c0246800204 · outbound

This paper cites A class of multiple-error-correcting codes and the decoding scheme,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding A class of multiple-error-correcting codes and the decoding scheme,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:36.471596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65deaf95-51b2-45cc-bafb-f2d5bd8201b5 · outbound

This paper cites Application of Boolean algebra to switching circuit design and to error detection,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Application of Boolean algebra to switching circuit design and to error detection,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:43.495659Z

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.

Observation 19cae0ac-b72a-4497-a815-793c2c91cf11 · outbound

This paper cites Near Shannon limit error-correcting coding and decoding: Turbo-codes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Near Shannon limit error-correcting coding and decoding: Turbo-codes,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:36.594028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee1aac90-cacf-4917-bfb8-017d5d5495d4 · outbound

This paper cites Gallager, Low Density Parity Check Codes.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Gallager, Low Density Parity Check Codes

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:36.650741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 236763c2-44f4-4f88-ab67-07c25f0d2e10 · outbound

This paper cites Channel polarization: A method for constructing capacity- achieving codes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Channel polarization: A method for constructing capacity- achieving codes,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:36.707901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e88540f-6496-440c-aa8a-e31752767c7b · outbound

This paper cites Multiplexing and channel coding. Technical Specification 38.212, 3rd Generation Partnership Project (3GPP), 2018. Release 15.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Multiplexing and channel coding. Technical Specification 38.212, 3rd Generation Partnership Project (3GPP), 2018. Release 15

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:43.344659Z

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.

Observation 21b9cce3-a65b-4325-b849-7a6c9eb9ac11 · outbound

This paper cites Design of polar codes in 5G new radio,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Design of polar codes in 5G new radio,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:43.169713Z

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.

Observation b18ee0b2-a4c3-4af2-9314-23dd1fe22b87 · outbound

This paper cites Channel coding in 5G New Radio: A tutorial overview and performance comparison with 4G LTE,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Channel coding in 5G New Radio: A tutorial overview and performance comparison with 4G LTE,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:43.011874Z

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.

Observation 8838a1ec-8729-439e-964f-1594302d7752 · outbound

This paper cites CRC-aided decoding of polar codes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding CRC-aided decoding of polar codes,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:42.855470Z

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.

Observation f3fcc9cb-f3d3-48a0-bc1f-48eaab5dac20 · outbound

This paper cites Parity-check-concatenated polar codes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Parity-check-concatenated polar codes,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:42.680032Z

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.

Observation 6bb774c6-a888-4208-ae0c-8668d00c7d88 · outbound

This paper cites Polar codes with dynamic frozen symbols and their decoding by directed search,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Polar codes with dynamic frozen symbols and their decoding by directed search,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:42.491495Z

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.

Observation 5c470699-648e-438c-ba5a-1e523e971b0d · outbound

This paper cites Polar subcodes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Polar subcodes,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:42.335939Z

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.

Observation 9398b41f-2824-4a7d-9dd1-6ee95fc8bc4f · outbound

This paper cites Parity-check polar coding for 5G and beyond,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Parity-check polar coding for 5G and beyond,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:42.149335Z

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.

Observation ddf81eae-61ce-43ea-8604-649ddf14c389 · outbound

This paper cites From sequential decoding to channel polarization and back again.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding From sequential decoding to channel polarization and back again

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:37.303018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90345d55-c732-4f98-9afb-bb3e2ce4ffd8 · outbound

This paper cites List decoding of polar codes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding List decoding of polar codes,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.967991Z

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.

Observation dcbd1d21-735b-4236-81e6-94b679932bb3 · outbound

This paper cites Polar codes: Characteri- zation of exponent, bounds, and constructions,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Polar codes: Characteri- zation of exponent, bounds, and constructions,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.808163Z

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.

Observation f9a4a42a-9091-4b2d-816d-7fdb48a26ec2 · outbound

This paper cites Tinyturbo: Efficient turbo decoders on edge,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Tinyturbo: Efficient turbo decoders on edge,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.673626Z

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.

Observation 6f5463ac-d82f-4706-b65f-fb57d294df1c · outbound

This paper cites Multi-label and concatenated neural block decoders,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Multi-label and concatenated neural block decoders,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.417899Z

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.

Observation 2a98c7bc-c3f7-468f-9882-c530c1e9e612 · outbound

This paper cites Learning to decode linear codes using deep learning,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Learning to decode linear codes using deep learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.097076Z

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.

Observation a0f3cad2-79e7-496e-8aa6-2bdcafefdf4b · outbound

This paper cites Deep learning based communication over the air,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Deep learning based communication over the air,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.806537Z

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.

Observation 69f7e0c0-64a9-4e6c-b4e3-6ae44588077e · outbound

This paper cites Hyper-graph-network decoders for block codes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Hyper-graph-network decoders for block codes,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.603682Z

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.

Observation f9acac45-3ad5-4dc2-8b8f-0d31a3f77bec · outbound

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

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Turbo autoencoder: Deep learning based channel codes for point-to-point communication channels,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.432942Z

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.

Observation 8d7f02e3-9f73-4b07-9e8b-dc5de5044b9b · outbound

This paper cites KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:37.976923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db595918-b893-4ffc-8898-182b530e0202 · outbound

This paper cites ProductAE: Towards training larger channel codes based on neural product codes,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding ProductAE: Towards training larger channel codes based on neural product codes,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:38.070753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e992136d-e45f-4045-b6e5-7f0b3a7f293b · outbound

This paper cites Dense KO codes: Faster convergence and reduced complexity through dense connectivity,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Dense KO codes: Faster convergence and reduced complexity through dense connectivity,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:38.154776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a438623e-9f0f-4fb2-99ff-69e58597188e · outbound

This paper cites Combin- ing belief propagation and successive cancellation list decoding of polar codes on a GPU platform,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Combin- ing belief propagation and successive cancellation list decoding of polar codes on a GPU platform,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.231930Z

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.

Observation 34ae3f55-06fc-4ff3-ac1e-1796c7b32611 · outbound

This paper cites CRISP: Curriculum based sequential neural decoders for polar code family,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding CRISP: Curriculum based sequential neural decoders for polar code family,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.058927Z

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.

Observation fd5f8093-3945-498f-8e8d-9a4745fff400 · outbound

This paper cites Construction of polar codes with reinforcement learning,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Construction of polar codes with reinforcement learning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:39.869514Z

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.

Observation 5beb56dc-00dd-48f3-9b63-f1a10d437e4e · outbound

This paper cites Nested Construction of Polar Codes via Transformers.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Nested Construction of Polar Codes via Transformers

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:40:39.210175Z

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.

Observation 4c587e24-8096-4386-bfa2-bb10df09cda5 · outbound

This paper cites DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:38.719271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 377d783f-cee3-4a8a-b7d6-315ff6cd9029 · outbound

This paper cites Attention is all you need,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Attention is all you need,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:38.790568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f0e1fa1-77e2-4aba-ab59-aac0ea71e7e3 · outbound

This paper cites SGDR: Stochastic gradient descent with warm restarts,.

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding SGDR: Stochastic gradient descent with warm restarts,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:39.666444Z

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.

Observation 1334be6b-fd90-40df-a9b7-e07b1aefa20a · outbound

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

DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding Adam: A method for stochastic optimization,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:39.414166Z

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.

Pith citing papers

No inbound Pith citation observations are available.