Learning behavioral context recognition with multi-stream temporal convolutional networks.

Stojan Trajanovski , Johan Lukkien , Tanir Ozcelebi , Aaqib Saeed
arXiv: Learning

4
2018
Sense and Learn: Self-Supervision for Omnipresent Sensors.

Beat Gfeller , Aaqib Saeed , Victor Ungureanu
arXiv: Learning

19
2020
Multi-task Self-Supervised Learning for Human Activity Detection

Tanir Ozcelebi , Aaqib Saeed , Johan Lukkien
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 3 ( 2) 61

142
2019
Damage detection using in-domain and cross-domain transfer learning.

Nils Jansen , Zaharah Allah Bukhsh , Aaqib Saeed
arXiv: Computer Vision and Pattern Recognition

14
2021
Learning From Heterogeneous Eeg Signals with Differentiable Channel Reordering

Olivier Pietquin , Neil Zeghidour , David Grangier , Aaqib Saeed
international conference on acoustics speech and signal processing

2021
Contrastive Learning of General-Purpose Audio Representations

Neil Zeghidour , David Grangier , Aaqib Saeed
international conference on acoustics speech and signal processing

134
2021
17
2021
Predictive maintenance using tree-based classification techniques: A case of railway switches

Zaharah Allah Bukhsh , Aaqib Saeed , Irina Stipanovic , Andre G. Doree
Transportation Research Part C-emerging Technologies 101 35 -54

20
2019
Towards federated unsupervised representation learning

Bram van Berlo , Aaqib Saeed , Tanir Ozcelebi
european conference on computer systems 31 -36

46
2020
Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors

Aaqib Saeed , Stojan Trajanovski , Maurice Van Keulen , Jan Van Erp
2017 IEEE International Conference on Data Mining Workshops (ICDMW) 486 -493

34
2017
Maintenance intervention predictions using entity-embedding neural networks

Zaharah Allah Bukhsh , Irina Stipanovic , Aaqib Saeed , Andre G. Doree
Automation in Construction 116 103202

1
2020
Multi-sensor data augmentation for robust sensing

Aaqib Saeed , Ye Li , Tanir Ozcelebi , Johan Lukkien
international conference omni layer intelligent systems 1 -7

2020
#WhoAmI in 160 characters? Classifying social identities based on twitter profile descriptions

Anna Priante , Djoerd Hiemstra , Tijs van den Broek , Aaqib Saeed
computational social science 55 -65

10
2016
Synthesizing and reconstructing missing sensory modalities in behavioral context recognition

Aaqib Saeed , Tanir Ozcelebi , Johan Lukkien
Sensors 18 ( 9) 2967

8
2018
Model Adaptation and Personalization for Physiological Stress Detection

Aaqib Saeed , Tanir Ozcelebi , Johan Lukkien , Jan B.F. van Erp
ieee international conference on data science and advanced analytics 209 -216

4
2018
Cocoa: Cross modality contrastive learning for sensor data

Shohreh Deldari , Hao Xue , Aaqib Saeed , Daniel V Smith
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 6 ( 3) 1 -28

3
2022
Beyond just vision: A review on self-supervised representation learning on multimodal and temporal data

Shohreh Deldari , Hao Xue , Aaqib Saeed , Jiayuan He
arXiv preprint arXiv:2206.02353

4
2022
Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement

Aaqib Saeed , Dimitris Spathis , Jungwoo Oh , Edward Choi
arXiv preprint arXiv:2401.14107

1
2024
Active Learning of non-Semantic Speech Tasks with Pretrained models

Harlin Lee , Aaqib Saeed , Andrea L Bertozzi
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1 -5

3
2023
A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024

Dimitris Spathis , Aaqib Saeed , Ali Etemad , Sana Tonekaboni
arXiv preprint arXiv:2403.10561

2024