Paper Citation Record · LEDGER

Gated Transformer Networks for Multivariate Time Series Classification

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2103.14438.

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

pith.paper-citation-record.v1
2103.14438 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:05:26.645474Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T15:34:47.836163Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 41d51a2e-80d4-4613-ad66-660e736bef2c · inbound

Positional Encoding in Transformer-Based Time Series Models: A Survey cites this paper.

Positional Encoding in Transformer-Based Time Series Models: A Survey Gated Transformer Networks for Multivariate Time Series Classification

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:25:19.159885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2663b9ce-b450-4293-a3f7-fc78637e6952 · inbound

DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers cites this paper.

DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers Gated Transformer Networks for Multivariate Time Series Classification

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T15:36:34.052543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3d53881-f29b-4f31-b5cd-9505e9bb1760 · inbound

InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement cites this paper.

InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement Gated Transformer Networks for Multivariate Time Series Classification

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T09:05:26.645474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1200095-7e0c-4e43-8746-09587bdf2ac8 · inbound

You Don't Need Attention: Gated Convolutional Modeling for Watch-Based Fall Detection cites this paper.

You Don't Need Attention: Gated Convolutional Modeling for Watch-Based Fall Detection Gated Transformer Networks for Multivariate Time Series Classification

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T08:14:03.261008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e3eb3fef-0854-490c-8d62-de9260654056 · inbound

GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery cites this paper.

GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery Gated Transformer Networks for Multivariate Time Series Classification

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:44:42.768887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a69e8e9b-e8a5-4b42-8efe-5bfd17a4e21a · inbound

DAStatFormer: A Hybrid Multibranch Transformer with Statistical Feature Integration for DAS-Based Pattern Recognitions cites this paper.

DAStatFormer: A Hybrid Multibranch Transformer with Statistical Feature Integration for DAS-Based Pattern Recognitions Gated Transformer Networks for Multivariate Time Series Classification

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:34:47.837735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 053858a4-c8a5-46ef-868b-8e8f05b5320d · inbound

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data cites this paper.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Gated Transformer Networks for Multivariate Time Series Classification

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T04:27:09.187995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.