Paper Citation Record · LEDGER

Axial Attention in Multidimensional Transformers

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:1912.12180.

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

pith.paper-citation-record.v1
1912.12180 v1

Coverage vector

measured 0 of 0 reference resolution

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measured 42 of 42 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:43:10.484405Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T21:24:09.333342Z

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Outbound references

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Pith citing papers

Observation 1c328527-6d44-4de3-9d60-d2066603a7c0 · inbound

Jukebox: A Generative Model for Music cites this paper.

Jukebox: A Generative Model for Music Axial Attention in Multidimensional Transformers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-24T15:19:37.728242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9ee12bcd-a47f-4b7e-b2a6-6e9df66ad12a · inbound

Deformable DETR: Deformable Transformers for End-to-End Object Detection cites this paper.

Deformable DETR: Deformable Transformers for End-to-End Object Detection Axial Attention in Multidimensional Transformers

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:47:17.039669Z

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Observation 0e0e38cd-c663-4098-a4a0-173f79596d66 · inbound

Video Diffusion Models cites this paper.

Video Diffusion Models Axial Attention in Multidimensional Transformers

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-13T14:38:27.980756Z

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Observation e319989a-009d-40e6-babb-291ed5b4bfcd · inbound

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads cites this paper.

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Axial Attention in Multidimensional Transformers

Reference 155

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T10:36:18.165548Z

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Observation da2cea06-bb2e-42dc-8e56-b31e726b34d3 · inbound

ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting cites this paper.

ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting Axial Attention in Multidimensional Transformers

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T13:36:04.842281Z

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Observation 6bd3ae22-09c9-45aa-bf99-5d439f17cc24 · inbound

VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction cites this paper.

VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction Axial Attention in Multidimensional Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:15.783228Z

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Observation 9712a7f0-33fc-4586-a7ed-dea71c382c82 · inbound

MATEY: multiscale adaptive foundation models for spatiotemporal physical systems cites this paper.

MATEY: multiscale adaptive foundation models for spatiotemporal physical systems Axial Attention in Multidimensional Transformers

Reference 6

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Observation d6284e6d-6289-4c6d-ae0f-568c9c9b5079 · inbound

Parallel Sequence Modeling via Generalized Spatial Propagation Network cites this paper.

Parallel Sequence Modeling via Generalized Spatial Propagation Network Axial Attention in Multidimensional Transformers

Reference 41

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Observation 0d32745e-aac7-485b-8a8e-bb912ff5aa32 · inbound

ContextFormer: Redefining Efficiency in Semantic Segmentation cites this paper.

ContextFormer: Redefining Efficiency in Semantic Segmentation Axial Attention in Multidimensional Transformers

Reference 26

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Observation b7456d5e-488a-4d90-9c5a-d279a721cbed · inbound

LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images cites this paper.

LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images Axial Attention in Multidimensional Transformers

Reference 15

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Observation a340b7e8-36b1-496d-a8b3-8f22ef8132eb · inbound

Trajectory World Models for Heterogeneous Environments cites this paper.

Trajectory World Models for Heterogeneous Environments Axial Attention in Multidimensional Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T15:36:48.664341Z

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Observation 222f5da2-de4f-408f-bd51-486da6e3cab4 · inbound

Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis cites this paper.

Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis Axial Attention in Multidimensional Transformers

Reference 58

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Observation c65e80ca-a388-4fe8-af83-09e80a4014dd · inbound

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans cites this paper.

ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans Axial Attention in Multidimensional Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T11:23:58.487309Z

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Observation 3defd32f-eb5a-4ea0-af80-82e7b5f323a0 · inbound

YOLOv12: Attention-Centric Real-Time Object Detectors cites this paper.

YOLOv12: Attention-Centric Real-Time Object Detectors Axial Attention in Multidimensional Transformers

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:35:11.190766Z

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Observation 9b2bbb8b-ab59-4153-8108-5f7111b2aac5 · inbound

MoBA: Mixture of Block Attention for Long-Context LLMs cites this paper.

MoBA: Mixture of Block Attention for Long-Context LLMs Axial Attention in Multidimensional Transformers

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T06:15:46.220433Z

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Observation ccca617a-36d0-4746-a273-e7f883463e04 · inbound

Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing cites this paper.

Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing Axial Attention in Multidimensional Transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:48:08.668212Z

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Observation 290544ae-e750-454c-b0dd-5875de923a43 · inbound

Transformers Are Universally Consistent cites this paper.

Transformers Are Universally Consistent Axial Attention in Multidimensional Transformers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:04.667137Z

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Observation 57d02de5-6347-480b-99f7-841c56b96b69 · inbound

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations cites this paper.

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations Axial Attention in Multidimensional Transformers

Reference 31

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Observation dcfc47ad-11a9-418e-b864-1c1c32e58cc4 · inbound

Mondrian: Transformer Operators via Domain Decomposition cites this paper.

Mondrian: Transformer Operators via Domain Decomposition Axial Attention in Multidimensional Transformers

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T05:23:48.651342Z

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Observation a9404664-de59-48ed-99fe-06cc174f009e · inbound

DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration cites this paper.

DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration Axial Attention in Multidimensional Transformers

Reference 18

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Observation 8c02be65-c372-4251-8bf5-4b8391e30858 · inbound

A foundation model with multi-variate parallel attention to generate neuronal activity cites this paper.

A foundation model with multi-variate parallel attention to generate neuronal activity Axial Attention in Multidimensional Transformers

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T22:55:46.497548Z

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Observation 64b0bbee-5151-4992-9734-47d094cb645a · inbound

Bi-Axial Transformers: Addressing the Increasing Complexity of EHR Classification cites this paper.

Bi-Axial Transformers: Addressing the Increasing Complexity of EHR Classification Axial Attention in Multidimensional Transformers

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T17:26:36.720575Z

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Observation 9c60d9b3-d622-4a07-a198-b53e414abe3c · inbound

FW-GAN: Frequency-Driven Handwriting Synthesis with Wave-Modulated MLP Generator cites this paper.

FW-GAN: Frequency-Driven Handwriting Synthesis with Wave-Modulated MLP Generator Axial Attention in Multidimensional Transformers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T14:41:43.871639Z

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Observation 7a0a5cd2-5a11-4092-ae96-a82264e44ea7 · inbound

Learning spatially structured open quantum dynamics with regional-attention transformers cites this paper.

Learning spatially structured open quantum dynamics with regional-attention transformers Axial Attention in Multidimensional Transformers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T23:02:39.725139Z

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Observation 7597727c-fe02-409c-a02e-67e6b4d7b384 · inbound

ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching cites this paper.

ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching Axial Attention in Multidimensional Transformers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:55:18.569997Z

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Observation 84342785-1a36-4266-af4b-9d62a21ad123 · inbound

Training Agents Inside of Scalable World Models cites this paper.

Training Agents Inside of Scalable World Models Axial Attention in Multidimensional Transformers

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:05:52.568793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8a2a0f99-ed02-4ec9-a9e9-5dfce76ccf36 · inbound

Computationally Efficient Neural Receivers via Axial Self-Attention cites this paper.

Computationally Efficient Neural Receivers via Axial Self-Attention Axial Attention in Multidimensional Transformers

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:53:02.926949Z

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Observation 18bf0866-a15f-4b53-86f9-92aee7923cfc · inbound

Likelihood-free inference of phylogenetic tree posterior distributions cites this paper.

Likelihood-free inference of phylogenetic tree posterior distributions Axial Attention in Multidimensional Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:56:56.196591Z

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Observation 367245b4-e349-47d8-9942-b92da961fcc3 · inbound

Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting cites this paper.

Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting Axial Attention in Multidimensional Transformers

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:31:06.525749Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0e37e801-6436-4494-b4ff-1f9ab67da663 · inbound

The Transformer as a Polar State Estimator cites this paper.

The Transformer as a Polar State Estimator Axial Attention in Multidimensional Transformers

Reference 87

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:17:07.475216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 957be614-5de7-4adc-a98a-e22114baf83d · inbound

Elastic Attention Cores for Scalable Vision Transformers cites this paper.

Elastic Attention Cores for Scalable Vision Transformers Axial Attention in Multidimensional Transformers

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:07:22.622304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dbe38f4c-4293-4e56-8384-df3b5d53d655 · inbound

Multi-Block Attention for Efficient Channel Estimation in IRS-Assisted mmWave MIMO cites this paper.

Multi-Block Attention for Efficient Channel Estimation in IRS-Assisted mmWave MIMO Axial Attention in Multidimensional Transformers

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:19:44.238469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e8479473-8286-492c-9f39-6c3a6da10539 · inbound

SwInception -- Local Attention Meets Convolutions cites this paper.

SwInception -- Local Attention Meets Convolutions Axial Attention in Multidimensional Transformers

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:33:15.463961Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23aa0da3-404d-4fdb-8264-8d956a7faca3 · inbound

TabCausal: Pretraining Across Causal Environments for Tabular Causal Discovery cites this paper.

TabCausal: Pretraining Across Causal Environments for Tabular Causal Discovery Axial Attention in Multidimensional Transformers

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:42:49.427441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1d05a603-4cce-4d12-a4bb-009427a09686 · inbound

Scaling Parallel Sequence Models to Foundation-Scale Vision Encoders cites this paper.

Scaling Parallel Sequence Models to Foundation-Scale Vision Encoders Axial Attention in Multidimensional Transformers

Reference 114

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T19:32:35.250117Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 62188f3d-427c-48ce-a0f3-898494fa9ad4 · inbound

UniverSat: Resolution- and Modality-Agnostic Transformers for Earth Observation cites this paper.

UniverSat: Resolution- and Modality-Agnostic Transformers for Earth Observation Axial Attention in Multidimensional Transformers

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:29:44.810062Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e7ca717d-a452-43e8-823b-a6cab06b22bf · inbound

Sampling the Schwinger Model with Gauge-Equivariant Diffusion cites this paper.

Sampling the Schwinger Model with Gauge-Equivariant Diffusion Axial Attention in Multidimensional Transformers

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:55:59.280871Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d447ef73-08f0-4703-8385-4de31468455a · inbound

A Point Cloud Transformer for Remote Monitoring and Automated Assessment of Physical Rehabilitation Exercises cites this paper.

A Point Cloud Transformer for Remote Monitoring and Automated Assessment of Physical Rehabilitation Exercises Axial Attention in Multidimensional Transformers

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:14:21.851602Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44744c8b-f918-4a75-b0a9-97c7efe07f9f · inbound

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation cites this paper.

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation Axial Attention in Multidimensional Transformers

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T21:24:09.335008Z

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Observation 8e401339-a09f-46be-a0de-bec96e36cdf7 · inbound

Mask-Based Priors Are More Persistent than Query-Key Initializations cites this paper.

Mask-Based Priors Are More Persistent than Query-Key Initializations Axial Attention in Multidimensional Transformers

Reference 15

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Observation f65cbc0d-5c25-49bd-aa5e-3a051360a691 · inbound

FedVAR: Prototype-Aligned Federated Framework for Video Anomaly Recognition cites this paper.

FedVAR: Prototype-Aligned Federated Framework for Video Anomaly Recognition Axial Attention in Multidimensional Transformers

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T19:15:58.014680Z

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Observation c1228184-93e7-4cd9-973a-f8f458f9ee39 · inbound

Input-Correlated Supervision Noise Limits the Benefits of OTA Training for Learned Receivers cites this paper.

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:43:10.484405Z

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