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Shohreh Deldari

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Latent Masking for Multimodal Self-supervised Learning in Health Timeseries

Jul 31, 2023
Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora Salim, Akhil Mathur

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Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study

May 01, 2023
Jason Liu, Shohreh Deldari, Hao Xue, Van Nguyen, Flora D. Salim

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COCOA: Cross Modality Contrastive Learning for Sensor Data

Aug 03, 2022
Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim

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Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data

Jun 08, 2022
Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim

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Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding

Dec 01, 2020
Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim

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ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data

Jul 24, 2020
Shohreh Deldari, Daniel V. Smith, Amin Sadri, Flora D. Salim

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