CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation | Paper Citation Record

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This paper cites an unresolved cited work.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Unresolved cited work

Reference 1

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This paper cites Rangapuram, Sebastian Pineda Arango, Shubham Kapoor, Jasper Zschiegner, Danielle C.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Rangapuram, Sebastian Pineda Arango, Shubham Kapoor, Jasper Zschiegner, Danielle C

Reference 2

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This paper cites Chronos-2: From Univariate to Universal Forecasting.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Chronos-2: From Univariate to Universal Forecasting

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This paper cites Self-supervised learning from images with a joint-embedding predictive architecture.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Self-supervised learning from images with a joint-embedding predictive architecture

Reference 4

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This paper cites InInternational Conference on Learning Representa- tions (ICLR), 2022.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation InInternational Conference on Learning Representa- tions (ICLR), 2022

Reference 5

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This paper cites A simple framework for contrastive learning of visual representations.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation A simple framework for contrastive learning of visual representations

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Observation 94b8f143-0adc-4876-9e7e-cf730c53b04c · outbound

This paper cites Exploring simple siamese repre- sentationlearning.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Exploring simple siamese repre- sentationlearning

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This paper cites An empirical study of training self-supervised vision transformers.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation An empirical study of training self-supervised vision transformers

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Resolution: verified exact; raw_fallback, observed 2026-08-15T20:09:29.047988Z

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Observation 6cd1a27b-383b-4a06-b642-b55093f9791e · outbound

This paper cites Time-series representation learning via temporal and contextual contrasting.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Time-series representation learning via temporal and contextual contrasting

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Observation 2bf73dc7-33d2-4a09-934c-bdc5163d966e · outbound

This paper cites CLAP: Learning audio concepts from naturallanguagesupervision.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation CLAP: Learning audio concepts from naturallanguagesupervision

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Observation 1b4b27be-d1d5-4414-abd0-2f72ef36ce55 · outbound

This paper cites Joint embedding go temporal.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Joint embedding go temporal

Reference 11

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Observation 2c57e6f3-64ed-4726-849b-2fe330422bcb · outbound

This paper cites MOMENT: A Family of Open Time-series Foundation Models.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation MOMENT: A Family of Open Time-series Foundation Models

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Observation 1e5d909c-05db-4f17-838f-0f009e852329 · outbound

This paper cites Nathanson, Alistair Johnson, BenjaminMoody,ChrystinneFernandes,NathanielGreenbaum, Jonathan W.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Nathanson, Alistair Johnson, BenjaminMoody,ChrystinneFernandes,NathanielGreenbaum, Jonathan W

Reference 13

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This paper cites Richemond, Elena Buchatskaya, Carl Doersch, BernardoAvilaPires,ZhaohanDanielGuo,MohammadGhesh- laghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, and Michal Valko.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Richemond, Elena Buchatskaya, Carl Doersch, BernardoAvilaPires,ZhaohanDanielGuo,MohammadGhesh- laghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, and Michal Valko

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Observation 1b844729-a985-4f5c-8ab3-05a4cb89b8bc · outbound

This paper cites Masked autoencoders are scalable vision learners.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Masked autoencoders are scalable vision learners

Reference 15

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Unresolved cited work

Reference 16

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Observation f0313c04-029e-43a1-84da-f55073b7e1dc · outbound

This paper cites Reading your heart: Learning ECG words and sentencesviapre-trainingECGlanguagemodel.InInternational Conference on Learning Representations (ICLR), 2025.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Reading your heart: Learning ECG words and sentencesviapre-trainingECGlanguagemodel.InInternational Conference on Learning Representations (ICLR), 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:09:29.526161Z

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Observation 2ba4f4b0-6bf3-4cd1-8e02-135f07013705 · outbound

This paper cites Clifford, and Reza Sameni.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Clifford, and Reza Sameni

Reference 18

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-15T20:09:29.509591Z

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Observation 93ef3171-1a9b-4173-bd8b-518194f9334c · outbound

This paper cites an unresolved cited work.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Unresolved cited work

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Observation 4b94f351-6ef6-4c10-a7b3-cd63e22bac58 · outbound

This paper cites VitalDB, a high- fidelity multi-parameter vital signs database in surgical patients.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation VitalDB, a high- fidelity multi-parameter vital signs database in surgical patients

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This paper cites anyECG-chat:AgeneralistECG-MLLMfor flexibleECGinputandmulti-taskunderstanding.InProceedings of the AAAI Conference on Artificial Intelligence, volume 40, pages 597–605, 2026.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation anyECG-chat:AgeneralistECG-MLLMfor flexibleECGinputandmulti-taskunderstanding.InProceedings of the AAAI Conference on Artificial Intelligence, volume 40, pages 597–605, 2026

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Observation d649d1a2-f3d2-448d-b082-8b60fff03545 · outbound

This paper cites Clifford, M.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Clifford, M

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Observation ebd24a9f-5907-4480-bd8d-619b4db3f258 · outbound

This paper cites Wearablesensorsanddevicesforreal-timecardiovascular disease monitoring.Cell reports physical science, 2(8), 2021.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Wearablesensorsanddevicesforreal-timecardiovascular disease monitoring.Cell reports physical science, 2(8), 2021

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Observation 8c3169a7-c120-4b37-9e1c-94c42a6b50d0 · outbound

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Zero-shot ECG classification with multimodal learning and test-time clinical knowledge enhance- ment

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Observation a115b0a5-68cc-4cf6-8f10-9f1ecc9e495d · outbound

This paper cites Chorro, Francisco Castells, Jose Millet Roig, Ikaro Silva, Alistair E.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Chorro, Francisco Castells, Jose Millet Roig, Ikaro Silva, Alistair E

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Unresolved cited work

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This paper cites ECG-FM: An open electrocardiogram foundation model.JAMIA Open, 8(5):ooaf122, 2025.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation ECG-FM: An open electrocardiogram foundation model.JAMIA Open, 8(5):ooaf122, 2025

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This paper cites Aston, Pe- ter H.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Aston, Pe- ter H

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Guiding masked representation learning to capture spatio- temporal relationship of electrocardiogram

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This paper cites AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling

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This paper cites Clifford, and Miguel Coimbra.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Clifford, and Miguel Coimbra

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This paper cites Boosting masked ECG-text auto-encoders as discriminative learners.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Boosting masked ECG-text auto-encoders as discriminative learners

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Observation 05197e79-097a-4f68-898a-62b74e888924 · outbound

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation PaPaGei: Open foundation models for optical physiological signals

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This paper cites Reyna, Yashar Kiarashi, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick A.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Reyna, Yashar Kiarashi, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick A

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Xu, Wanting Mao, Sameer Neu- pane, James M

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Intro- ducing wesad, a multimodal dataset for wearable stress and affect detection

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Observation dd45d82d-bdee-44e1-aef6-b90bcfba7b83 · outbound

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Time-moe: Billion-scale time series foundation models with mixture of experts

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Lunze, Wojciech Samek, and To- bias Schaeffter

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Adversarial spatiotemporal con- trastive learning for electrocardiogram signals.IEEE Trans- actions on Neural Networks and Learning Systems, 35(10): 13845–13859, 2024

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Stetholm: Audio language model for cardiopulmonary analysisacrossclinicaltasks.TransactionsonMachineLearning Research, 2026

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation ECGsemanticintegrator (ESI):AfoundationECGmodelpretrainedwithLLM-enhanced cardiologicaltext.TransactionsonMachineLearningResearch,

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Ts2vec:Towards universal representation of time series

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Barlow twins: Self-supervised learning via redundancy reduction

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Observation 65c8bbc7-9512-4a5f-af42-96164687e676 · outbound

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Self-supervised time series representation learning via cross reconstruction transformer.IEEE Transactions on Neural Net- works and Learning Systems, 35(11):16129–16138, 2024

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation A 12-lead electro- cardiogram database for arrhythmia research covering more than 10,000 patients.Scientific Data, 7(1):48, 2020

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Observation 951425f8-7168-42d9-8954-b26c869e1d80 · outbound

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Unresolved cited work

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Observation 27ad25f7-16e8-4da1-a065-9b243a13f7f2 · outbound

This paper cites URL https://openreview.net/forum? id=giEbq8Khcf.

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation URL https://openreview.net/forum? id=giEbq8Khcf

Reference 2024

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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation Unresolved cited work

Reference 9900

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