Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T10:42:52.170851Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2502.02924.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T10:42:52.170851Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T21:29:27.529327Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T21:35:04.634006Z
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2354aa98-993d-4017-a2a8-40adcb772a72 · outbound
TopoCL: Topological Contrastive Learning for Time Series A simple framework for contrastive learning of visual representations,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b70bf59-67e2-4332-b6ec-8f55811358b4 · outbound
TopoCL: Topological Contrastive Learning for Time Series Momentum contrast for unsupervised visual representation learning,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9037cf0-358d-4d71-b308-3e1336ea4e45 · outbound
TopoCL: Topological Contrastive Learning for Time Series SimCSE: Simple contrastive learning of sentence embeddings,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation db056b1c-ddba-4c82-bb2f-41704202a720 · outbound
TopoCL: Topological Contrastive Learning for Time Series Ts2vec: Towards universal representation of time series,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c141f879-3cd5-4934-908d-bfab33a5d106 · outbound
TopoCL: Topological Contrastive Learning for Time Series Timesurl: Self-supervised contrastive learning for universal time series representation learning,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation af8ec9a3-551c-45a8-9e2b-81d77ff3514a · outbound
TopoCL: Topological Contrastive Learning for Time Series CoST: Contrastive learning of disentangled seasonal-trend representations for time series forecasting,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9fd47762-cccc-4387-ae19-eb75ab627be8 · outbound
TopoCL: Topological Contrastive Learning for Time Series Time-series representation learning via temporal and contextual con- trasting,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b8a6f5f6-f3b1-43d8-b078-ce022105bad4 · outbound
TopoCL: Topological Contrastive Learning for Time Series MHCCL: masked hierarchical cluster-wise contrastive learning for multivariate time series,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5e075466-69db-4d99-b067-b789ad2b5f87 · outbound
TopoCL: Topological Contrastive Learning for Time Series Topology and data,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 936c319f-e39b-4633-8607-f31feebe61c8 · outbound
TopoCL: Topological Contrastive Learning for Time Series Stability of persis- tence diagrams,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4598c650-5f23-472e-8aa2-fbbc5836139b · outbound
TopoCL: Topological Contrastive Learning for Time Series Statistical topological data analysis using persistence landscapes
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5ebaaad3-a1ee-4ea2-9506-201f306e38a1 · outbound
TopoCL: Topological Contrastive Learning for Time Series Persistence images: A stable vector representation of persistent homology,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 584ddb1b-12d8-4687-a1f2-255a3d2d35f4 · outbound
TopoCL: Topological Contrastive Learning for Time Series Supervised learning with indefinite topolog- ical kernels,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4f2a4df5-094e-4759-bedd-7f7c9de2c401 · outbound
TopoCL: Topological Contrastive Learning for Time Series Stochastic multiresolution persistent homology kernel
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fbbdbcdb-0214-4d73-a96c-3ca2e7aae832 · outbound
TopoCL: Topological Contrastive Learning for Time Series The persistence landscape and some of its properties,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9ec4c256-61ac-44f6-be66-ea4a52acffad · outbound
TopoCL: Topological Contrastive Learning for Time Series Deep learning with topological signatures,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6a150d24-de14-4fa6-abdc-8fab241a9f0e · outbound
TopoCL: Topological Contrastive Learning for Time Series Perslay: A neural network layer for persistence diagrams and new graph topological signatures,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 95f00fc5-5097-4a59-97a3-c913d2b074e0 · outbound
TopoCL: Topological Contrastive Learning for Time Series Topological autoen- coders,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9d282dcb-b0d4-4a99-a301-6a726e75aa5a · outbound
TopoCL: Topological Contrastive Learning for Time Series Pllay: Efficient topological layer based on persistent landscapes,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 60460fd4-93ae-4803-a743-c00565387443 · outbound
TopoCL: Topological Contrastive Learning for Time Series Mixing up contrastive learning: Self-supervised representation learning for time series,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cc24d89e-ef00-4cda-88d3-940bf2a993b9 · outbound
TopoCL: Topological Contrastive Learning for Time Series Simmtm: A simple pre-training framework for masked time-series modeling,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 63fbc7c1-5e81-4f54-9009-bfb0f06f79c3 · outbound
TopoCL: Topological Contrastive Learning for Time Series Time series contrastive learning with information-aware augmentations,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 67915125-91c3-4cfa-b322-5dd989458919 · outbound
TopoCL: Topological Contrastive Learning for Time Series Self-supervised contrastive pre-training for time series via time-frequency consistency,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 660282d2-470d-4ee4-810b-29895b0d1d85 · outbound
TopoCL: Topological Contrastive Learning for Time Series Detecting strange attractors in turbulence,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3ef497d-00de-452d-ac24-b0caa3dd4e45 · outbound
TopoCL: Topological Contrastive Learning for Time Series ¨Uber den h ¨oheren zusammenhang kompakter r ¨aume und eine klasse von zusammenhangstreuen abbildungen,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a16596e9-06cf-4ff4-bc49-51012e3fb84c · outbound
TopoCL: Topological Contrastive Learning for Time Series Pointnet: Deep learning on point sets for 3d classification and segmentation,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be47d354-2033-47ab-bf04-07b39aaf74af · outbound
TopoCL: Topological Contrastive Learning for Time Series Deep sets,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ce9ead41-6164-498c-9f04-a114c732ac3b · outbound
TopoCL: Topological Contrastive Learning for Time Series Time-series anomaly detection service at Microsoft,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b5d8b7ea-cce9-4123-b6b2-07213ba1581c · outbound
TopoCL: Topological Contrastive Learning for Time Series A benchmark dataset for time series anomaly detection,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a1e8c82a-be82-4ec7-bf5a-c428483876a2 · outbound
TopoCL: Topological Contrastive Learning for Time Series Anomaly detec- tion in streams with extreme value theory,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b7bca81-d6ea-44af-b0a6-f08821daef08 · outbound
TopoCL: Topological Contrastive Learning for Time Series Unsupervised anomaly detection via variational auto- encoder for seasonal kpis in web applications,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6ff1abfc-c9d2-4178-82d5-08a4ecd68239 · outbound
TopoCL: Topological Contrastive Learning for Time Series Fourier transform based spatial outlier mining,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fbf4442a-76f9-4226-b781-924ff2e219f2 · outbound
TopoCL: Topological Contrastive Learning for Time Series A novel technique for long-term anomaly detection in the cloud,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7280137a-ac53-4f28-b9db-a3655d2048a9 · outbound
TopoCL: Topological Contrastive Learning for Time Series Luminol (github repository),
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2c211e85-dbd3-4af3-a9c5-f01fefd23a47 · outbound
TopoCL: Topological Contrastive Learning for Time Series The ucr time series archive,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7093d458-0d2e-40cc-b9d7-62acd4e3592c · outbound
TopoCL: Topological Contrastive Learning for Time Series The UEA multivariate time series classification archive, 2018
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1f47deb-8757-4912-886a-94c095754f30 · outbound
TopoCL: Topological Contrastive Learning for Time Series Unsupervised scalable representation learning for multivariate time series,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1b966d82-ba02-45e2-83da-b1e7f6f44401 · outbound
TopoCL: Topological Contrastive Learning for Time Series A transformer-based framework for multivariate time series representation learning,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a0962fa2-322c-46f7-bccf-8eb6d9af52a2 · outbound
TopoCL: Topological Contrastive Learning for Time Series Unsupervised represen- tation learning for time series with temporal neighborhood coding,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f241e98f-312a-4f45-bdbc-3f91055d7c0c · outbound
TopoCL: Topological Contrastive Learning for Time Series Statistical comparisons of classifiers over multiple data sets,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ebd36a7b-e9e6-4ccc-807f-71a06fc0f437 · outbound
TopoCL: Topological Contrastive Learning for Time Series Informer: Beyond efficient transformer for long sequence time-series forecasting,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f961d8bc-02b0-4c76-a093-77c9284f0649 · outbound
TopoCL: Topological Contrastive Learning for Time Series En- hancing the locality and breaking the memory bottleneck of transformer on time series forecasting,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f90e2184-8fde-400c-845f-a02ecd3a9b94 · outbound
TopoCL: Topological Contrastive Learning for Time Series An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b03ffc6-d3b5-4d77-affc-3e7064c21bcc · outbound
TopoCL: Topological Contrastive Learning for Time Series Modeling long-and short- term temporal patterns with deep neural networks,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 68149d7a-ddca-4378-89c6-9623f787e2a9 · outbound
TopoCL: Topological Contrastive Learning for Time Series Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d8f03b6d-7ebc-4f69-9896-d7cdeba5ee68 · outbound
TopoCL: Topological Contrastive Learning for Time Series uwave: Accelerometer-based personalized gesture recognition and its applica- tions,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 58df9405-8b0e-4471-a61e-89e9ebaf1b11 · outbound
TopoCL: Topological Contrastive Learning for Time Series Condition monitoring of bearing damage in electromechanical drive systems by using motor current signals of electric motors: A benchmark data set for data-driven classification,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 59d59572-fcb9-4e72-9d77-7ae849caf060 · outbound
TopoCL: Topological Contrastive Learning for Time Series Physionet: components of a new research resource for complex physiologic signals,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d6a7c9e9-d073-4388-86e7-797b6e5db524 · outbound
TopoCL: Topological Contrastive Learning for Time Series Ti-MAE: Self-Supervised Masked Time Series Autoencoders
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0af4c0b7-55d4-4e64-b65a-be690d81ce2b · inbound
TopoPrimer: The Missing Topological Context in Forecasting Models TopoCL: Topological Contrastive Learning for Time Series
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.