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Paper Citation Record · LEDGER

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward

As of 23 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 2 inbound Pith citation observations for arXiv:2411.10622.

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

pith.paper-citation-record.v1
2411.10622 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:33:26.189448Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:49:00.840780Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T03:30:50.639586Z

Reference resolution

36 of 36 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved17
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e799ff0f-c36a-4c1e-a061-622d0b2c0dd5 · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward KAN: Kolmogorov-Arnold Networks

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:33:25.224984Z digest=sha256:236d42a2747087e83a2b39a7f09b7bb4ac3a48f4e9911026de592b09b8e0c451

Observation 60fe4d6e-1577-4383-bdb7-75b5118b80c4 · outbound

This paper cites The kolmogorov–arnold representation theorem revisited.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward The kolmogorov–arnold representation theorem revisited

Reference 2

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raw_fallback, observed 2026-08-12T19:33:28.413146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.277505Z digest=sha256:88d5b0f71d18f9edd7781ee8a64ad93e16048d44fafab660478a737cf37c536b

Observation b2cc227a-7473-439f-a2a6-3a65fb994807 · outbound

This paper cites Kolmogorov’s gate non-linearity as a step toward much smaller artificial neural networks.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Kolmogorov’s gate non-linearity as a step toward much smaller artificial neural networks

Reference 3

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.284959Z digest=sha256:82f7519117873d5d3d9ad0e83b601038848145bd19e025b8698c17c8743f3d4e

Observation e437949e-56a4-4072-a898-cf05a4d1fff0 · outbound

This paper cites Vaca-Rubio, Luis Blanco, Roberto Pereira, and Màrius Caus.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Vaca-Rubio, Luis Blanco, Roberto Pereira, and Màrius Caus

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:33:25.360263Z digest=sha256:64b96c86cb7edd0e690e1c5284a5f2b635228dfb189339472353ac0b93a49b54

Observation c1d41a12-bedb-48f7-ae91-4ae61e37b9c8 · outbound

This paper cites TKAN: Temporal Kolmogorov-Arnold Networks.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward TKAN: Temporal Kolmogorov-Arnold Networks

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T19:33:25.441002Z digest=sha256:ca8c302f56ebd9876fdba89a73f917a95993360061fc9a51f020782d38c8adb7

Observation 6fdf78b7-a3ae-4b23-aa30-9dea14396ca1 · outbound

This paper cites Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:33:25.476686Z digest=sha256:62d7898b7558b4bc48afb8e62370929c83afbb6b61c6decd92197b198df8e612

Observation dcc412f2-cf89-4e98-adac-cd3e48be6c9d · outbound

This paper cites KAN or MLP: A Fairer Comparison.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward KAN or MLP: A Fairer Comparison

Reference 7

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source=pdf_text observed=2026-08-12T19:33:25.484036Z digest=sha256:88bb4f1c0b5b03e2208ba4657f20fc8c7e31bce922ddde800b7d9bb10842b6c1

Observation 87e3f2de-fcaa-44f6-b5a1-7b8a149253f2 · outbound

This paper cites Wav-KAN: Wavelet Kolmogorov-Arnold Networks.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Wav-KAN: Wavelet Kolmogorov-Arnold Networks

Reference 8

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source=pdf_text observed=2026-08-12T19:33:25.597020Z digest=sha256:87fd983ef1f40c63708232df782b9c643321cf7c54b37890d69094e301ac86c0

Observation 4d944d84-1f3b-4cb4-9b70-2a943c8d6203 · outbound

This paper cites KAN 2.0: Kolmogorov-Arnold Networks Meet Science.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward KAN 2.0: Kolmogorov-Arnold Networks Meet Science

Reference 9

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:33:25.637729Z digest=sha256:bf25168d1fbd1cc33636da1fee401037bb29636a9612a3b487c768f60572adbb

Observation 38759616-9f44-456b-9061-f390250ae503 · outbound

This paper cites an unresolved cited work.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.538650Z digest=sha256:ce62d1278bc5f2afb17ce99c5ae4335b4e1ece9bb2f7682e2d19817d92dd53e6

Observation 42f03e4b-dfa1-49a2-b577-587cd38881bf · outbound

This paper cites Howard, Bruno Jacob, Sarah H.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Howard, Bruno Jacob, Sarah H

Reference 11

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source=pdf_text observed=2026-08-12T19:33:25.670068Z digest=sha256:bd00ed97ac81b459b7d89053c359bb305e3e8768ab7b7badc2718fdff374248c

Observation df17d19b-52d3-4f22-b210-47b45f49f087 · outbound

This paper cites KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search

Reference 12

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source=pdf_text observed=2026-08-12T19:33:25.676975Z digest=sha256:e85e0d442b630590e1d2f463a27aa764a18732deb3d7a4eefac2c7de4160e69a

Observation 059ac509-0f30-46ab-bd46-0f0d6bbbb427 · outbound

This paper cites Koenig, Suyong Kim, and Sili Deng.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Koenig, Suyong Kim, and Sili Deng

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.662718Z digest=sha256:6e8be1450ef77fd55c71d5f438349597a44ba7ae38266bdc89c4add9a0b31c23

Observation 507fbb04-286d-47ab-99f4-712d12f86987 · outbound

This paper cites Mathematical Problems.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Mathematical Problems

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.800000Z digest=sha256:b1e8cde347a4ece7b1f3c963d776594c77315c4799ed044264f117b3ad845194

Observation e86f50d8-692b-4201-941c-1135287aaf08 · outbound

This paper cites Mathematische Annalen, volume 97.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Mathematische Annalen, volume 97

Reference 15

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.858425Z digest=sha256:92fed9f6f3e853949633d22d0b1bcafa0d63c0a84f8d0f51042ea187ea997491

Observation f741943d-6493-4be6-8635-17b5b2ee0256 · outbound

This paper cites Smooth Kolmogorov Arnold networks enabling structural knowledge representation.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Smooth Kolmogorov Arnold networks enabling structural knowledge representation

Reference 16

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source=pdf_text observed=2026-08-12T19:33:25.682875Z digest=sha256:3caf99835e8650683f82c2f87decdec6876a9eb577e3cef75d3592adc63a3d2f

Observation bb58964f-7c18-439f-9508-84777a427472 · outbound

This paper cites The Mathematical Writings of Évariste Galois.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward The Mathematical Writings of Évariste Galois

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.874836Z digest=sha256:a5d273dc710b936fbd2cb1a1df1b1d9a3f9b9bae4dc114ee43b3b5ef04f05493

Observation 65666c82-f578-4d56-b9fa-3fef1dfaad70 · outbound

This paper cites Kolmogorov.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Kolmogorov

Reference 18

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.937734Z digest=sha256:c01e793d78acd2dcf0aa709e6c2f74359d2ffa43b855c5667fc4f8a3af366ba0

Observation 907e5e64-7c8f-4d5e-866a-8065b3de00ff · outbound

This paper cites Kolmogorov–arnold representation theorem, 2024.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Kolmogorov–arnold representation theorem, 2024

Reference 19

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:25.867107Z digest=sha256:7d83ff7666a5a3a3ac8d47f949021a4c84e909b2d074fb8c30fbec2a1a2e6d1c

Observation 56fc632a-46e8-4889-b5d5-8636e7dd0391 · outbound

This paper cites Suitability of kans for computer vision: A preliminary investigation.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Suitability of kans for computer vision: A preliminary investigation

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.018664Z digest=sha256:5dd6a12a0031361165c0fe5b6e777e9ba4bdc4d3075571500c1e9d2e6a0e7b88

Observation d26eb693-518a-48b7-8660-c6698d009beb · outbound

This paper cites Kolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Kolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability

Reference 21

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source=pdf_text observed=2026-08-12T19:33:26.041767Z digest=sha256:bf3d8bf8ea0d1a07a1083c18ea681adf2de8762697eef74108e2213b43436144

Observation d11a3cd8-03d8-4b1b-8858-55836615a433 · outbound

This paper cites an unresolved cited work.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Unresolved cited work

Reference 22

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation c1df1850-3e75-4c06-afdb-601effc3887a · outbound

This paper cites Interpolation, 2024.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Interpolation, 2024

Reference 23

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.054428Z digest=sha256:6a0e98816a0826c06efad22b76d6229535e7e830335e595c38504d3efb57f825

Observation 1c780d4b-6c6a-406d-a001-e1f2f94eef3b · outbound

This paper cites Polynomial interpolation, 2024.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Polynomial interpolation, 2024

Reference 24

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.062135Z digest=sha256:7da0d1e4fe2e65d93a0f6e704c0dd4b970ced5f995ffd168adece52b700fed84

Observation f56e3a8a-7eb3-4124-9c7d-c8bbd329177c · outbound

This paper cites Burden and J.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Burden and J

Reference 25

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.048092Z digest=sha256:c6afc96ae9186fa9cd3c1df1ab06186d17fadbc8371b20fd6f5ac05b098e667c

Observation e3dfbf7a-f71e-48ac-8165-460ef8ea92d3 · outbound

This paper cites B-spline, 2024.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward B-spline, 2024

Reference 26

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.136793Z digest=sha256:7770e1e8303cde7118f604f62e0513cade0eea68f12444fed999f761d29f44a0

Observation 05b9dc9c-1884-42d6-9a20-4763d2cd7aa8 · outbound

This paper cites A Practical Guide to Splines.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward A Practical Guide to Splines

Reference 27

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.144607Z digest=sha256:44fdca867ca220c528a96f97d90bb60ef6b8706e43a97bd9331bc764c2bc5986

Observation 2dcf0d59-0329-4458-8ab3-221f6d1d5d19 · outbound

This paper cites Spline interpolation, 2024.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Spline interpolation, 2024

Reference 28

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raw_fallback, observed 2026-08-12T19:33:27.371566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.096689Z digest=sha256:08ce354d9f97e44464868b58dd403bcf8fe1979a23bc2c95609dc292e2bf229d

Observation 56100095-1afe-4e21-82a4-215c1bd3424a · outbound

This paper cites Perceptron, 2024.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Perceptron, 2024

Reference 29

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.157409Z digest=sha256:247a83b9a57c10eabcb7d81c3fb2089b7c9920fdbcc4b3b24a00ba51e70c72f9

Observation f2f90fde-1d0b-4318-bcaa-e25a29e77604 · outbound

This paper cites Universal approximation theorem, 2024.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Universal approximation theorem, 2024

Reference 30

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raw_fallback, observed 2026-08-12T19:33:26.947000Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.169756Z digest=sha256:6661d00732bb3f85f28dd888b3984df864f30f257c2ec1d7cd7c933b6c1e7473

Observation 6c1144e7-5435-465d-8c5e-c32c7dec9feb · outbound

This paper cites Deep Learning.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Deep Learning

Reference 31

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T19:33:26.151028Z digest=sha256:57793587764fe21a1e6447c8c74331ba541361d5e8bc9181f5d2c065de0d0c45

Observation 1a20e0d4-2dda-468b-b59e-b31b33ff50b8 · outbound

This paper cites A Neural Scaling Law from the Dimension of the Data Manifold.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward A Neural Scaling Law from the Dimension of the Data Manifold

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:33:26.183019Z digest=sha256:6d47ee4fe1cfa22ef3017352055d8f24647a6b44480af96712eb93eb4f3a2d1d

Observation 8bf644e1-1d87-417f-a920-ad2e6fb25da2 · outbound

This paper cites an unresolved cited work.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Unresolved cited work

Reference 33

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 0da09324-02f6-4efb-a11c-40b3a369a34d · outbound

This paper cites Approximation by superpositions of a sigmoidal function.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Approximation by superpositions of a sigmoidal function

Reference 34

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source=pdf_text observed=2026-08-12T19:33:26.175189Z digest=sha256:e1e294bfcea6de0ad0af1cf310281643df144d6b22acff6abd1ded56b6bf465a

Observation f9b64177-576e-4611-9a80-2d1c89e037a9 · outbound

This paper cites an unresolved cited work.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Unresolved cited work

Reference 2022

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raw_fallback, observed 2026-08-12T19:33:28.365314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 545a19b0-62fd-4c12-ab32-cbbb3e162ac4 · outbound

This paper cites an unresolved cited work.

KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward Unresolved cited work

Reference 2024

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Source-reported events for the cited work

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Pith citing papers

Observation c4416c5d-2a27-4599-b8aa-98981ad0e142 · inbound

FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks cites this paper.

FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward

Reference 33

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6e2d0270-693a-49ba-92d0-6bd05e1ee6ee · inbound

A Practitioner's Guide to Kolmogorov-Arnold Networks cites this paper.

A Practitioner's Guide to Kolmogorov-Arnold Networks KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward

Reference 194

Resolution
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