Pith. sign in

Paper Citation Record · LEDGER

Gated Transformer Networks for Multivariate Time Series Classification

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 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 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:35:15.341702Z

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 65d58ffa-9065-455b-91e6-3126e28955f1 · inbound

Causal and Local Correlations Based Network for Multivariate Time Series Classification cites this paper.

Causal and Local Correlations Based Network for Multivariate Time Series Classification Gated Transformer Networks for Multivariate Time Series Classification

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T11:39:21.263462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:39:21.263462Z digest=sha256:4e67dd170427b464ecd9cfcafafa19a5d7f4faf3848e71a82e216b37ad4ae3f1

Observation 07d86d98-3f2f-4ef6-9e0f-911d467c8187 · inbound

Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis cites this paper.

Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis Gated Transformer Networks for Multivariate Time Series Classification

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-11T10:51:03.216731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:51:03.216731Z digest=sha256:52fb85255dbf415059ba876042eabaccd95d1d46d52a637faa82ee7a3e5f5cc4

Observation 7440e487-37f4-4650-9c4e-2b4f1c76eea8 · inbound

BCAT: A Block Causal Transformer for PDE Foundation Models for Fluid Dynamics cites this paper.

BCAT: A Block Causal Transformer for PDE Foundation Models for Fluid Dynamics Gated Transformer Networks for Multivariate Time Series Classification

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-09T21:55:52.579668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T21:55:52.579668Z digest=sha256:9f480ddfa32e706f3c744320b2370358f200796ce7da31b4d1afcf497255e97d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-23T02:24:50.389349Z digest=sha256:81fb2c2a400cc3d20560c316aa159cf5ab22aa227d079567e1199551af953855

Observation d1f6c304-9e7e-4402-ac82-0d3780359793 · inbound

GLUSE: Enhanced Channel-Wise Adaptive Gated Linear Units SE for Onboard Satellite Earth Observation Image Classification cites this paper.

GLUSE: Enhanced Channel-Wise Adaptive Gated Linear Units SE for Onboard Satellite Earth Observation Image Classification Gated Transformer Networks for Multivariate Time Series Classification

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:15.341702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:15.341702Z digest=sha256:d7c23bd935aa7c4ae1343b542f47099df259771da5f4a1d2134b860834a92add

Observation dcc15c9d-d4c4-43c5-af66-353b029872e4 · inbound

Contrastive Learning for Continuous Touch-Based Authentication cites this paper.

Contrastive Learning for Continuous Touch-Based Authentication Gated Transformer Networks for Multivariate Time Series Classification

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T10:47:02.400328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:47:02.400328Z digest=sha256:e12b31212e84a48f701eecc80630fa0d0f4721939fc2b1bd5db2b9186a2a327b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-18T15:35:05.296777Z digest=sha256:b8614d859bdf9b8d62506d28306db64b6e688b458dc326d3f807e956c60b8710

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.

source=pdf_text observed=2026-08-03T09:05:26.645474Z digest=sha256:e25e518f62b3f09bc63f7c260776102c37865046ec594e966f635f0644e4d0b8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-21T08:10:40.268784Z digest=sha256:e72c1eb4444445a63012b70c79b35626f2c13298b40826418a19f8da201faa79

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T07:42:29.916098Z digest=sha256:fd1ea859dec4c4d1555eb2ca90e0c005e32ea9a8fcd62617a825f69c7da1f788

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-30T15:34:13.387628Z digest=sha256:68ae08f7893851f0942954c3330aabccd14ccee38e2a31685b675249cbc08e0e

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.

source=pdf_text observed=2026-08-01T04:27:09.187995Z digest=sha256:7f4f47ef9333af505b9580fce62db690bd754fdfcb964212e90c2e2d4ca443c4