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Scopus Author ID: 57201255062

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Eindhoven University of Technology: N/A, NL

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Works (24)

DeltaMask

2024 IEEE International Conference on Big Data, IEEE BigData 2024
2025-01-16 | Conference paper | Author
DOI: 10.1109/BigData62323.2024.10825398
SOURCE-WORK-ID:

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EID:

2-s2.0-85218045959

Part of ISBN: 979-8-3503-6248-0
Contributors: Vasileios Tsouvalas; Yuki M. Asano; Aaqib Saeed
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Federated Fine-Tuning of Foundation Models via Probabilistic Masking

ICML 2024 Workshop on Foundation Models in the Wild, Vienna, Austria, 26/07/24
2024-07-26 | Conference poster | Author
SOURCE-WORK-ID:

e8bb5c23-162e-4afb-b50e-f38f1777f510

ARXIV: http://arxiv.org/abs/2311.17299v1
Contributors: Vasileios Tsouvalas; Yuki M. Asano; Aaqib Saeed
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Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels

ACM Transactions on Intelligent Systems and Technology
2024-04-30 | Journal article
DOI: 10.1145/3626242
Contributors: Vasileios Tsouvalas; Aaqib Saeed; Tanir Ozcelebi; Nirvana Meratnia
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Communication-efficient Federated Learning through Adaptive Weight Clustering and Server-side Distillation

2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024
2024-03-18 | Conference paper | Author
DOI: 10.1109/ICASSP48485.2024.10447174
SOURCE-WORK-ID:

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EID:

2-s2.0-85195425140

Part of ISBN: 979-8-3503-4485-1
Contributors: Vasileios Tsouvalas; Aaqib Saeed; Tanir Ozcelebi; Nirvana Meratnia
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Distilled non-semantic speech embeddings with binary neural networks for low-resource devices

Pattern Recognition Letters
2024-01 | Journal article
DOI: 10.1016/j.patrec.2023.11.028
SOURCE-WORK-ID:

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EID:

2-s2.0-85178663597
Contributors: Harlin Lee; Aaqib Saeed
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Active Learning of non-Semantic Speech Tasks with Pretrained models

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023-06-10 | Conference paper | Author
DOI: 10.1109/ICASSP49357.2023.10096465
SOURCE-WORK-ID:

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EID:

2-s2.0-85180603808

Part of ISBN: 978-1-7281-6327-7
Part of ISBN: 978-1-7281-6328-4
Contributors: Harlin Lee; Aaqib Saeed; Andrea L. Bertozzi
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On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023-05-05 | Conference paper | Author
DOI: 10.1109/ICASSP49357.2023.10094846
SOURCE-WORK-ID:

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EID:

2-s2.0-85177564037

Part of ISBN: 978-1-7281-6327-7
Contributors: Zaharah Allah Bukhsh; Aaqib Saeed
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Federated Self-training for Semi-supervised Audio Recognition

ACM Transactions on Embedded Computing Systems
2022-11-30 | Journal article
DOI: 10.1145/3520128
Contributors: Vasileios Tsouvalas; Aaqib Saeed; Tanir Ozcelebi
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COCOA

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2022-09 | Journal article | Author
DOI: 10.1145/3550316
SOURCE-WORK-ID:

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EID:

2-s2.0-85139185278
Contributors: Shohreh Deldari; Hao Xue; Aaqib Saeed; Daniel V. Smith; Flora D. Salim
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Federated Self-Training for Data-Efficient Audio Recognition

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2022-04-27 | Conference paper | Author
DOI: 10.1109/ICASSP43922.2022.9746356
SOURCE-WORK-ID:

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EID:

2-s2.0-85131241527

Part of ISBN: 978-1-6654-0540-9
Part of ISBN: 978-1-6654-0541-6
Contributors: Vasileios Tsouvalas; Aaqib Saeed; Tanir Ozcelebi
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Physiological arousal variability accompanying relations-oriented behaviors of effective leaders

Leadership Quarterly
2021-12 | Journal article | Author
DOI: 10.1016/j.leaqua.2020.101493
SOURCE-WORK-ID:

10ff1a3d-5b0f-44cd-83ac-777095dc90d8

EID:

2-s2.0-85106488369
Contributors: Marcella A.M.G. Hoogeboom; Aaqib Saeed; Matthijs L. Noordzij; Celeste P.M. Wilderom
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Sense and Learn: Self-supervision for omnipresent sensors

Machine Learning with Applications
2021-12 | Journal article
DOI: 10.1016/j.mlwa.2021.100152
Contributors: Aaqib Saeed; Victor Ungureanu; Beat Gfeller
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Damage detection using in-domain and cross-domain transfer learning

Neural Computing and Applications
2021-12-13 | Journal article
DOI: 10.1007/s00521-021-06279-x
Contributors: Zaharah A. Bukhsh; Nils Jansen; Aaqib Saeed
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LumNet

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2021-06 | Journal article | Author
DOI: 10.1145/3463500
SOURCE-WORK-ID:

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EID:

2-s2.0-85108867307
Contributors: Prince U.C. Songwa; Aaqib Saeed; Sachin Bhardwaj; Thijs Kruisselbrink; Tanir Ozcelebi
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Learning Sensory Representations with Minimal Supervision

2021-06-24 | Dissertation or Thesis | Author
SOURCE-WORK-ID:

dcabd056-e81d-4909-b354-80aa93426ea7

ISBN: 978-90-386-5303-7
Contributors: Aaqib Saeed
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Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence

IEEE Internet of Things Journal
2021-01-15 | Journal article
DOI: 10.1109/JIOT.2020.3009358
Contributors: Aaqib Saeed; Flora D. Salim; Tanir Ozcelebi; Johan Lukkien
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Maintenance intervention predictions using entity-embedding neural networks

Automation in Construction
2020-08 | Journal article | Author
DOI: 10.1016/j.autcon.2020.103202
SOURCE-WORK-ID:

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EID:

2-s2.0-85085108697
Contributors: Zaharah Allah Bukhsh; Irina Stipanovic; Aaqib Saeed; Andre G. Doree
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Towards federated unsupervised representation learning

EdgeSys '20: Proceedings of the Third ACM International Workshop on Edge Systems, Analytics and Networking
2020-04-27 | Conference paper | Author
DOI: 10.1145/3378679.3394530
SOURCE-WORK-ID:

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EID:

2-s2.0-85086580127

Part of ISBN: 978-1-4503-7132-2
Contributors: Bram Van Berlo; Aaqib Saeed; Tanir Ozcelebi
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End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting

FUSION 2019 - 22nd International Conference on Information Fusion
2019-07 | Conference paper | Author
SOURCE-WORK-ID:

4caa5127-581b-4c59-a301-bc358f4ebdfb

ARXIV: http://arxiv.org/abs/1808.08766v1
EID:

2-s2.0-85081789215

Part of ISBN: 9780996452786
Contributors: Aaqib Saeed; Tanir Ozcelebi; Stojan Trajanovski; Johan J. Lukkien
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Multi-Task Self-Supervised Learning for Human Activity Detection

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2019-06-01 | Journal article | Author
DOI: 10.1145/3328932
SOURCE-WORK-ID:

966cc485-1dd5-44c4-82fe-8d9a5831fbd9
Contributors: Aaqib Saeed; Tanir Ozcelebi; Johan J. Lukkien
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Predictive maintenance using tree-based classification techniques

Transportation Research. Part C: Emerging Technologies
2019-04-01 | Journal article | Author
DOI: 10.1016/j.trc.2019.02.001
SOURCE-WORK-ID:

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EID:

2-s2.0-85061435024
Contributors: Zaharah Allah Bukhsh; Aaqib Saeed; Irina Stipanovic; Andre G. Doree
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Model adaptation and personalization for physiological stress detection

Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018
2019-01-31 | Conference paper | Author
DOI: 10.1109/DSAA.2018.00031
SOURCE-WORK-ID:

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EID:

2-s2.0-85062851088

WOSUID:

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Part of ISBN: 978-1-5386-5090-5
Contributors: Aaqib Saeed; Tanir Ozcelebi; Johan Lukkien; Jan van Erp; Stojan Trajanovski
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Synthesizing and Reconstructing Missing Sensory Modalities in Behavioral Context Recognition

Sensors
2018-09-06 | Journal article
DOI: 10.3390/s18092967
Contributors: Aaqib Saeed; Tanir Ozcelebi; Johan Lukkien
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Deep physiological arousal detection in a driving simulator using wearable sensors

Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017
2017-12-15 | Conference paper | Author
DOI: 10.1109/ICDMW.2017.69
SOURCE-WORK-ID:

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EID:

2-s2.0-85044069809

WOSUID:

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Part of ISBN: 9781538614808
Part of ISBN: 978-1-5386-3800-2
Part of ISBN: 978-1-5386-3801-9
Contributors: Aaqib Saeed; Stojan Trajanovski; Maurice van Keulen; Jan van Erp
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