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2003.09018
Cited By
Human Activity Recognition from Wearable Sensor Data Using Self-Attention
European Conference on Artificial Intelligence (ECAI), 2020
17 March 2020
Saif Mahmud
M. T. H. Tonmoy
K. Bhaumik
A. Rahman
M. A. Amin
M. Shoyaib
Muhammad Asif Hossain Khan
A. Ali
HAI
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Papers citing
"Human Activity Recognition from Wearable Sensor Data Using Self-Attention"
20 / 20 papers shown
MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model
Asmit Bandyopadhyay
Rohit Basu
Tanmay Sen
Swagatam Das
AI4CE
292
2
0
03 Aug 2025
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024
H. Haresamudram
Chi Ian Tang
Sungho Suh
P. Lukowicz
Thomas Ploetz
518
20
0
11 Nov 2024
Transformer-Based Approaches for Sensor-Based Human Activity Recognition: Opportunities and Challenges
Clayton Frederick Souza Leite
Henry Mauranen
Aziza Zhanabatyrova
Yu Xiao
334
11
0
17 Oct 2024
MunchSonic: Tracking Fine-grained Dietary Actions through Active Acoustic Sensing on Eyeglasses
Saif Mahmud
Devansh Agarwal
Ashwin Ajit
Qikang Liang
Thalia Viranda
François Guimbretière
Cheng Zhang
354
5
0
31 May 2024
ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Waves Around the Body
Saif Mahmud
Vineet Parikh
Qikang Liang
Ke Li
Ruidong Zhang
Ashwin Ajit
Vipin Gunda
Devansh Agarwal
Franccois Guimbretiere
Cheng Zhang
369
16
0
22 Apr 2024
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data
Mengna Liu
Dong Xiang
Xue Cheng
Xiufeng Liu
Dalin Zhang
Shengyong Chen
Christian S. Jensen
275
1
0
26 Jan 2024
MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers
Tobias King
Yexu Zhou
Tobias Röddiger
Michael Beigl
312
9
0
27 Oct 2023
Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition
Hyeongju Choi
Apoorva Beedu
Irfan Essa
SSL
285
7
0
03 Sep 2023
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2022
K. Bhaumik
Fahim Faisal Niloy
Saif Mahmud
Simon S. Woo
AI4TS
418
6
0
08 Dec 2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition
Bulat Khaertdinov
S. Asteriadis
262
14
0
07 Oct 2022
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition
International Workshop on the Semantic Web (SW), 2022
Vitor Fortes Rey
Sungho Suh
P. Lukowicz
SSL
HAI
331
17
0
04 Oct 2022
Transformer-based Models to Deal with Heterogeneous Environments in Human Activity Recognition
Personal and Ubiquitous Computing (PUC), 2022
Sannara Ek
François Portet
P. Lalanda
347
32
0
22 Sep 2022
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation
Knowledge-Based Systems (KBS), 2022
Sungho Suh
Vitor Fortes Rey
P. Lukowicz
281
85
0
14 Sep 2022
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Razvan Brinzea
Bulat Khaertdinov
S. Asteriadis
SSL
HAI
240
22
0
20 May 2022
Passive and Active Learning of Driver Behavior from Electric Vehicles
Federica Comuni
Christopher Mészáros
Niklas Åkerblom
M. Chehreghani
406
6
0
04 Mar 2022
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition
Annual IEEE International Conference on Pervasive Computing and Communications (PerCom), 2021
Sungho Suh
Vitor Fortes Rey
P. Lukowicz
AAML
189
14
0
23 Oct 2021
Transformer Networks for Data Augmentation of Human Physical Activity Recognition
Sandeep Ramachandra
Alexander Hoelzemann
Kristof Van Laerhoven
ViT
268
8
0
02 Sep 2021
WaveGlove: Transformer-based hand gesture recognition using multiple inertial sensors
European Signal Processing Conference (EUSIPCO), 2021
M. Králik
Marek Suppa
232
10
0
04 May 2021
Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2021
M. T. H. Tonmoy
Saif Mahmud
A. Rahman
M. A. Amin
A. Ali
278
23
0
07 Mar 2021
Contrastive Predictive Coding for Human Activity Recognition
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020
H. Haresamudram
Irfan Essa
Thomas Ploetz
444
150
0
09 Dec 2020
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